---
title: Exploratory Testing in Agile | Processes and its Best Practices
description: Exploratory Testing in Agile processes and its best practices to experiment latest strategies and execution, also explore Exploratory vs Adhoc Testing.
image: https://www.xenonstack.com/hubfs/exploratory-testing-in-agile.png
---

- [![xenonstack-logo](https://www.xenonstack.com/hubfs/xenonstack-logo-new-relase.svg)](https://www.xenonstack.com/)
- - Foundry
      
      Foundry
      
      Unified reasoning foundation enabling seamless orchestration, analytics, infrastructure, and trust across intelligent ecosystems

      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-revamp-header-dropdown/our-purpose-line-icon.svg) Akira AI - Reasoning and Agent Orchestration Turn models into collaborative, policy-governed agents that learn and act together](https://www.xenonstack.com/agentic-platforms/akira-ai/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-revamp-header-dropdown/autonomous-operations-icon.svg) ElixirData - Agentic Analytics Intelligence Explainable, decision-centric analytics for measurable business outcomes](https://www.xenonstack.com/agentic-platforms/elixirdata/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-revamp-header-dropdown/digital-immune-system-icon.svg) NexaStack - Agentic Infrastructure Automation Secure, compliant, and high-performance AI deployment across cloud, edge, and on-prem](https://www.xenonstack.com/agentic-platforms/nexastack-unified-inference/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ai-driven-industries-hr-and-recruitment.svg) MetaSecure - Trust, Compliance, and Defense Continuous assurance with AI-BOMs, risk scoring, and agentic security](https://www.xenonstack.com/agentic-platforms/metasecure/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-revamp-header-dropdown/decision-intelligence-header-icon.svg) Neural AI – Agentic Intelligence & Autonomous Innovation AI agents for intelligent automation and adaptive innovation](https://www.xenonstack.com/agentic-platforms/neural-ai/)

      ### Reasoning Stack
      
      Powers intelligent systems with unified orchestration, adaptive analytics, scalable infrastructure, and built-in trust
      
      [See in action ![cta-arrow](https://www.elixirclaw.ai/hubfs/dropdown-assets/cta-arrow.svg)](https://www.xenonstack.com/agentic-ai/analytics-platform/)
      
      ![platfom-image](https://9471087.fs1.hubspotusercontent-na1.net/hubfs/9471087/Imported%20images/build-your-next-intelligent-workflows-banner-image.svg)
    - AI Agents
      
      AI Agents
      
      Pre-built autonomous agents designed for domain-specific intelligence, seamless integrations, and governed enterprise deployment

      By Domain

      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/adaptive-ai-enterprise-operational-analytics.svg) Agentic Operations AgentSRE and AgentOps for automated reliability and IT operations](https://www.xenonstack.com/ai-agents/agentic-operations/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/industries-fintech.svg) Agentic Finance FinOps Agent and Budget Enforcer for optimized financial governance](https://www.xenonstack.com/ai-agents/agentic-finance/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/case-study-icon.svg) Agentic Risk and Compliance Audit Agent and Risk Assurance to automate compliance monitoring](https://www.xenonstack.com/ai-agents/agentic-risk-compliance/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/discover-digital-experience-platform.svg) Agentic Analytics Analyst Agent and Decision Advisor for AI-driven insights and strategy](https://www.xenonstack.com/ai-agents/agentic-analytics/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-revamp-header-dropdown/developer-experience-icon.svg) Agentic Supply Chain AI-powered advisor for smart sourcing, vendor insights, and strategic procurement](https://www.xenonstack.com/ai-agents/agentic-procurement/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/discover-serverless-application-development.svg) Agentic Security AI-driven defense delivering proactive threat detection and autonomous security orchestration](https://www.xenonstack.com/ai-agents/agentic-security/)

      By Integration

      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/decision-intelligence-metaverse.svg) Snowflake AI Agents Pre-built connectors for real-time data intelligence on Snowflake](https://www.xenonstack.com/ai-agents/snowflake-ai-agents/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/optimize-cloud-migration.svg) Databricks AI Agents AI agents for automated data workflows and insights on Databricks](https://www.xenonstack.com/ai-agents/databricks-ai-agents/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/optimize-application-modernization.svg) ServiceNow AI Agents AI workflows to streamline service, incident, and operations automation](https://www.xenonstack.com/ai-agents/servicenow-ai-agents/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/cloud-native-devsecops.svg) Jira/Project Management Agents AI agents for backlog grooming, sprint planning, and real-time project visibility](https://www.xenonstack.com/ai-agents/jira-agents-actions/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/discover-digital-experience-platform.svg) SAP AI Agents AI copilots for finance, supply chain, and HR decisions across your SAP landscape](https://www.xenonstack.com/ai-agents/sap-agents-actions/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ai-driven-industries-hr-and-recruitment.svg) Oracle AI Agents AI agents for financials, risk, and operations intelligence across Oracle applications](https://www.xenonstack.com/ai-agents/oracle-agents-actions/)
    - Solutions
      
      Solutions
      
      Governed AI solutions driving measurable business outcomes across operations, finance, security, and analytics

      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/cloud-native-devops.svg) ReliabilityOps — Cloud Reliability Automation Automate reliability checks and optimize uptime with continuous reasoning](https://www.xenonstack.com/ai-agents/cloudops-reimagined/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/cloud-native-kubernetes.svg) IncidentOps — AI-Driven Site Reliability Resolve incidents faster with AI-led triage, contextual RCA, and adaptive recovery](https://www.xenonstack.com/ai-agents/sre-reimagined/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/discover-custom-software-development.svg) PlatformOps — Unified Platform Automation Unify infrastructure and AI systems with reasoning-driven automation and compliance](https://www.xenonstack.com/ai-agents/platformops-reimagined/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/decision-intelligence-customer-analytics.svg) DefenseOps — Autonomous Threat Defense Detect, analyze, and neutralize threats autonomously with adaptive defense intelligence](https://www.xenonstack.com/ai-agents/responsible-ai-aviator/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/optimize-business-intelligence.svg) TrustOps — Responsible AI and Continuous Governance Ensure transparency, fairness, and compliance in every AI system and decision](https://www.xenonstack.com/ai-agents/secops-reimagined/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ai-driven-industries-manufacturing.svg) RiskOps — Predictive Risk Intelligence Predict, score, and mitigate risks proactively with real-time assurance intelligence](https://www.xenonstack.com/ai-agents/risk-management-aviator/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/adaptive-ai-explainable-ai.svg) FactoryOps — AI-Driven Industrial Automation Predict equipment failures and optimize production with adaptive intelligence](https://www.xenonstack.com/ai-agents/industrial-automation-reimagined/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/adaptive-ai-enterprise-operational-analytics.svg) AssetOps — Automated Asset Reliability Enable predictive maintenance and optimize lifecycle performance continuously](https://www.xenonstack.com/ai-agents/asset-operations-and-maintenance-reimagined/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ai-driven-industries-infrastructure%20.svg) QualityOps — Continuous Testing Intelligence Accelerate testing cycles with autonomous validation and reasoning feedback](https://www.xenonstack.com/ai-agents/qaops-reimagined/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/industries-insurance.svg) SourcingOps — Intelligent Procurement Automate sourcing, vendor analysis, and spend insights for agile procurement](https://www.xenonstack.com/ai-agents/procurement-reimagined/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/decision-intelligence-augmented-data-management.svg) DataOps — Autonomous Data Pipeline Governance Ensure reliability, detect anomalies, and self-heal data pipelines automatically](https://www.xenonstack.com/ai-agents/dataops-reimagined/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/decision-intelligence-metaverse.svg) DecisionOps — Intelligent Decisioning Deliver explainable, auditable, and measurable outcomes with reasoning AI](https://www.xenonstack.com/ai-agents/desicison-reimagined/)
    - Industries
      
      Industries
      
      Industry blueprints showcasing agentic transformation, real-world impact, and measurable outcomes across key sectors

      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/adaptive-ai-computer-vision.svg) Aerospace and Defense Autonomous flight systems and predictive maintenance powered by AI](https://www.xenonstack.com/industries/aerospace/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/industries-fintech.svg) Banking - Finance - Payments AI governance for secure, compliant, and adaptive financial operations](https://www.xenonstack.com/industries/banking/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/industries-retail.svg) Manufacturing and Industrial Automation Smart factories using reasoning systems for real-time quality optimization](https://www.xenonstack.com/industries/digital-manufacturing-services/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/optimize-cloud-infrastrcuture.svg) Enterprise - IT Operations AI-powered IT operations ensuring reliability, scalability, and cost efficiency](https://www.xenonstack.com/industries/enterprise-technology/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-scale-clients-and-partners.svg) Consumer – Experience – Tech Personalized digital experiences driven by explainable and trusted AI](https://www.xenonstack.com/industries/consumer-technology/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/discover-platform-engineering.svg) Retail and Supply Chain Autonomous retail analytics enhancing operations, engagement, and forecasting accuracy](https://www.xenonstack.com/industries/retail/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/industries-healthcare.svg) Travel – Hospitality – Guest Experience Agentic systems delivering personalized guest journeys with contextual intelligence](https://www.xenonstack.com/industries/travel-hospitality/)
    - Resources
      
      Resources
      
      Explore insights, success stories, and learning programs that build knowledge and strengthen the AI transformation journey

      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-scale-xenonstack-university.svg) Blogs Stay updated with the latest industry trends, news, and thought leadership](https://www.xenonstack.com/blog)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/insights.svg) Insights Explore in-depth AI articles, use cases, and innovative applications](https://www.xenonstack.com/insights)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/use-case.svg) Use Cases Discover real-world applications of Agentic AI across industries](https://www.xenonstack.com/use-cases)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/scale-cloud-native-applications.svg) Case Studies Learn how organizations are achieving success with our solutions](https://xenonstack.com/case-studies)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/video.svg) Video Library Explore our collection of product demos, webinars, and AI thought leadership videos](https://www.xenonstack.com/videos/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ebook.svg) E-Books Download comprehensive e-books on AI, SRE, and more](https://www.xenonstack.com/e-book)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/presentation.svg) Presentations View our AI presentations, talks, and conference sessions on AI innovation](https://www.xenonstack.com/presentations/)
    - Company
      
      Company
      
      Discover our people, principles, and purpose driving innovation, trust, and meaningful careers in the AI era

      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-journey-about-us.svg) About Us Discover our mission, story, and the values driving our innovation and impact](https://www.xenonstack.com/about-us/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-scale-xenonstack-university.svg) Xenonstack Academy Enhance your skills with our comprehensive training programs and courses designed for modern tech professionals](https://www.xenonstack.com/xenonstack-academy/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-scale-clients-and-partners.svg) Contact Us Get in touch with us for support, business inquiries, or collaboration opportunities](https://www.xenonstack.com/contact-us/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/ai-driven-industries-public-safety.svg) Leadership Team Meet the visionary leaders guiding Xenonstack’s strategic direction and innovation](https://www.xenonstack.com/about-us/leadership-team/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/adaptive-ai-enterprise-knowledge-graph.svg) Tao of Xenonstack Learn about the guiding principles and philosophies that shape our culture and solutions](https://www.xenonstack.com/about-us/tao-of-xenonstack/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-journey-how-we-work.svg) How We Work Understand our collaborative approach and work culture that drive successful outcomes](https://www.xenonstack.com/about-us/how-we-work/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-journey-how-we-grow.svg) How We Grow Explore how we nurture talent, foster innovation, and promote sustainable growth](https://www.xenonstack.com/about-us/how-we-grow/)
      
      [![pointers-icon](https://www.xenonstack.com/hubfs/xs-header-dropdown/xs-journey-our-purpose.svg) Careers Join our growing team! Explore career opportunities to work at the forefront of innovation](https://www.xenonstack.com/careers/)
- Get Started

[![xenonstack-logo](https://www.xenonstack.com/hubfs/xenonstack-logo-new-relase.svg)](https://www.xenonstack.com/)

- Foundry ![dropdown-icon](https://www.elixirclaw.ai/hubfs/dropdown-assets/dropdown-icon.svg)
  
  [Akira AI](https://www.xenonstack.com/agentic-platforms/akira-ai/) [ElixirData](https://www.xenonstack.com/agentic-platforms/elixirdata/) [NexaStack](https://www.xenonstack.com/agentic-platforms/nexastack-unified-inference/) [MetaSecure](https://www.xenonstack.com/agentic-platforms/metasecure/) [Neural AI](https://www.xenonstack.com/agentic-platforms/neural-ai/)
- AI Agents ![dropdown-icon](https://www.elixirclaw.ai/hubfs/dropdown-assets/dropdown-icon.svg)
  
  [Agentic Operations](https://www.xenonstack.com/ai-agents/agentic-operations/) [Agentic Finance](https://www.xenonstack.com/ai-agents/agentic-finance/) [Agentic Risk and Compliance](https://www.xenonstack.com/ai-agents/agentic-risk-compliance/) [Agentic Analytics](https://www.xenonstack.com/ai-agents/agentic-analytics/) [Agentic Supply Chain](https://www.xenonstack.com/ai-agents/agentic-procurement/) [Agentic Security](https://www.xenonstack.com/ai-agents/agentic-security/) [Snowflake AI Agents](https://www.xenonstack.com/ai-agents/snowflake-ai-agents/) [Databricks AI Agents](https://www.xenonstack.com/ai-agents/databricks-ai-agents/) [ServiceNow AI Agents](https://www.xenonstack.com/ai-agents/servicenow-ai-agents/) [Jira/Project Management Agents](https://www.xenonstack.com/ai-agents/jira-agents-actions/) [SAP AI Agents](https://www.xenonstack.com/ai-agents/sap-agents-actions/) [Oracle AI Agents](https://www.xenonstack.com/ai-agents/oracle-agents-actions/)
- Solutions ![dropdown-icon](https://www.elixirclaw.ai/hubfs/dropdown-assets/dropdown-icon.svg)
  
  [ReliabilityOps](https://www.xenonstack.com/ai-agents/cloudops-reimagined/) [IncidentOps](https://www.xenonstack.com/ai-agents/sre-reimagined/) [PlatformOps](https://www.xenonstack.com/ai-agents/platformops-reimagined/) [DefenseOps](https://www.xenonstack.com/ai-agents/responsible-ai-aviator/) [TrustOps](https://www.xenonstack.com/ai-agents/secops-reimagined/) [RiskOps](https://www.xenonstack.com/ai-agents/risk-management-aviator/) [FactoryOps](https://www.xenonstack.com/ai-agents/industrial-automation-reimagined/) [AssetOps](https://www.xenonstack.com/ai-agents/asset-operations-and-maintenance-reimagined/) [QualityOps](https://www.xenonstack.com/ai-agents/qaops-reimagined/) [SourcingOps](https://www.xenonstack.com/ai-agents/procurement-reimagined/) [DataOps](https://www.xenonstack.com/ai-agents/dataops-reimagined/) [DecisionOps](https://www.xenonstack.com/ai-agents/desicison-reimagined/)
- Industries ![dropdown-icon](https://www.elixirclaw.ai/hubfs/dropdown-assets/dropdown-icon.svg)
  
  [Aerospace and Defense](https://www.xenonstack.com/industries/aerospace/) [Banking - Finance - Payments](https://www.xenonstack.com/industries/banking/) [Manufacturing and Industrial Automation](https://www.xenonstack.com/industries/digital-manufacturing-services/) [Enterprise - IT Operations](https://www.xenonstack.com/industries/enterprise-technology/) [Consumer – Experience – Tech](https://www.xenonstack.com/industries/consumer-technology/) [Retail and Supply Chain](https://www.xenonstack.com/industries/retail/) [Travel – Hospitality – Guest Experience](https://www.xenonstack.com/industries/travel-hospitality/)
- Resources ![dropdown-icon](https://www.elixirclaw.ai/hubfs/dropdown-assets/dropdown-icon.svg)
  
  [Blogs](https://www.xenonstack.com/blog) [Insights](https://www.xenonstack.com/insights) [Use Cases](https://www.xenonstack.com/use-cases) [Case Studies](https://www.xenonstack.com/case-studies) [Video Library](https://www.xenonstack.com/videos/) [E-Books](https://www.xenonstack.com/e-book) [Presentations](https://www.xenonstack.com/presentations/)
- Company ![dropdown-icon](https://www.elixirclaw.ai/hubfs/dropdown-assets/dropdown-icon.svg)
  
  [About Us](https://www.xenonstack.com/about-us/) [Xenonstack Academy](https://www.xenonstack.com/xenonstack-academy/) [Contact Us](https://www.xenonstack.com/contact-us/) [Leadership Team](https://www.xenonstack.com/about-us/leadership-team/) [Tao of Xenonstack](https://www.xenonstack.com/about-us/tao-of-xenonstack/) [How We Work](https://www.xenonstack.com/about-us/how-we-work/) [How We Grow](https://www.xenonstack.com/about-us/how-we-grow/) [Careers](https://www.xenonstack.com/careers/)
- Get Started

![Close](https://www.xenonstack.com/hubfs/slider-cross-icon.svg)

## Interested in Solving your Challenges with XenonStack Team

## Get Started

Get Started with your requirements and primary focus, that will help us to make your solution

First Name \*

Please enter a valid First Name

Last Name \*

Please enter a valid Last Name

Business Email ID \*

Please enter a valid business email address

Contact Number \*

Please enter a valid Contact Number

Company Website \*

Please enter a valid Company Website URL

LinkedIn URL \*

Please enter a valid LinkedIn URL or N/A

Leave this field empty

Industry Belongs To \*

Please Select your Industry

Banking

Fintech

Payment Providers

Wealth Management

Discrete Manufacturing

Semiconductor

Machinery Manufacturing / Automation

Appliances / Electrical / Electronics

Elevator Manufacturing

Defense & Space Manufacturing

Computers & Electronics / Industrial Machinery

Motor Vehicle Manufacturing

Food and Beverages

Distillery & Wines

Beverages

Shipping

Logistics

Mobility (EV / Public Transport)

Energy & Utilities

Hospitality

Digital Gaming Platforms

SportsTech with AI

Public Safety - Explosives

Public Safety - Firefighting

Public Safety - Surveillance

Public Safety - Others

Media Platforms

City Operations

Airlines & Aviation

Defense Warfare & Drones

Robotics Engineering

Drones Manufacturing

AI Labs for Colleges

AI MSP / Quantum / AGI Institutes

Retail Apparel and Fashion

Please correct the highlighted fields before proceeding.

Proceed Next

## Interested in Solving your Challenges with XenonStack

## Personalization

Get Started with your requirements and primary focus, that will help us to make your solution

### What is your Key focus areas? \*

AI Workflow and Operations

Data Management and Operations

AI Governance

Analytics and Insights

Observability

Security Operations

Risk and Compliance

Procurement and Supply Chain

Private Cloud AI

Vision AI

### In Which Agentic Platform and Accelerator you are Interested? \*

Akira AI - Agentic AI Platform Multi Agent System

Metasecure - Autonomous SOC

Nexastack – Build and Managed Compound AI Stack

Data Foundry

XAI – Vision and AI Platform – Visual AI Agents

Strategy Consulting

AI Managed Services

Others (Please Specify)

### Which segment does your company belong to? \*

Startup

Scale Startup

SME

Mid Enterprises

Large Enterprises

Federal Government

Non Profits

Others (Please Specify)

### At what stage is your AI use case currently in? \*

Conceptualized: Use case defined, PoC pending

POC Completed

In Production with challenges

Not yet defined

Others (Please Specify)

### What are the primary challenges in adopting AI? \*

Data Quality Issues

Data Privacy and Compliance

Aligning AI with business goals

Unclear ROI from POCs

Integration with existing ERP systems

Scalability Challenges

Moving POCs in Production

Infrastructure Limitation

High Implementation costs

Others (Please Specify)

### What kind of infrastructure does your organization currently using? \*

AWS

Microsoft Azure

GCP

IBM Cloud

Oracle Cloud

On Premises

Others (Please Specify)

### Are you using any Data platform? \*

Databricks

SnowFlake

Amazon Redshift

Azure Synapse Analytics

Microsoft Fabric

Teradata

Oracle Database

SAP Hana

Informatica

Google Cloud BigQuery

Others (Please Specify)

### Preferred Approach for AI Transformation \*

Assisted Intelligence Agents as Co-Pilot

Collaborative Intelligence Agents as AI Teammates

Autonomous Intelligence Agents – AI Agents

Agentic Actions

Agentic Process Automation

### In Which Domain your Solution/Organization belongs to in-terms of Data Privacy, Trustworthy AI \*

Internal Organization

Highly Regulated Industry (Healthcare, Financials etc)

Medium Regulated

Non Regulated

### Captcha Verification \*

captcha text

![Refresh Icon](https://www.xenonstack.com/hs-fs/hubfs/refresh.png?width=20&height=20&name=refresh.png)

Please select all the required fields

Review Previous

Submit

![green-checkmark](https://www.xenonstack.com/hubfs/green-checkmark.svg)

## your request has been submitted successfully !

Our XenonStack Team will shortly reach out to you. We are looking forward to showcase how XenonStack can transform your business.

![usecase-banner (1)](https://www.xenonstack.com/hs-fs/hubfs/usecase-banner%20(1).webp?width=1921&height=622&name=usecase-banner%20(1).webp)

[TestOps](https://www.xenonstack.com/insights/tag/testops)

# Exploratory Testing in Agile | Processes and its Best Practices

[Navdeep Singh Gill](https://www.xenonstack.com/insights/author/navdeep-singh-gill) | 27 September 2022

![Exploratory Testing in Agile](https://www.xenonstack.com/hs-fs/hubfs/exploratory-testing-in-agile.png?width=1280&height=720&name=exploratory-testing-in-agile.png)

## What is Exploratory Testing?

It "emphasizes personal freedom and responsibility" in testing because every individual tester tests, learns, and iterates throughout, not looking for a pre-designed answer that cannot deviate but also looking for the gaps that can be found randomly. Fewer test scripts don't mean a lack of preparation. Instead, it leads to fewer constraints on the tester. Exploratory tests are all about testers exploring an application to identify potential bugs. Testers jump on a process of investigation and discovery to effectively test a product. That's what it is all about.

> Agile is a methodology that allows continuous iteration of development and testing all through the software development life cycle. Click to explore about our, [Role of Automated Testing in Agile Enterprise](https://www.xenonstack.com/blog/agile-enterprise)

### Learning

Testers need a complete understanding of the app, website, or platform to test it effectively. Testers need to understand valuable information like industry awareness, company details, and competitive benchmark data, and the tester will have the major factors needed to execute tests successfully.

### Designing

In scripted testing, the test has specific test cases defined, whereas it has no preset path or predetermined conditions. Exploratory testers can conduct tests in a way that they deem fit.

### Executing

Coherent test execution is also a critical best practice. In it, the tester has the freedom to execute a test as soon as they would like to do so when the application is ready to test. When the test is written, it can be conducted, and testing can be started. This means nobody is waiting on scripted requirements, and work can be conducted relatively seamlessly.

> A process to check whether the system accepts a user's requirements. Click to explore about our, [User Acceptance Testing](https://www.xenonstack.com/insights/what-is-user-acceptance-testing)

## What is Adhoc testing?

Adhoc tests are usually performed to break down the system and use non-standard methods. The most surprising thing about Adhoc Testing is that there is no test development method for generating test cases. A process typically performed to find loopholes in software. Ad hoc testing is often performed without documentation, as no documented test cases exist.

Types of Adhoc Testing

### Buddy Testing

In buddy testing, tests are conducted with the team effort of at least two people. The team is usually made up of at least one software tester and one software developer.  
The team of the two people works together on a particular module to create valid test cases. This is performed so that the tester does not report errors that occur through improper test cases. This variety of testing can also be considered a combination of unit and system testing.

### Monkey Testing

In monkey testing, testers randomly perform the testing on the module without having any test case aiming to break the system. The randomness of the approach used in this testing is called 'monkey testing.' In monkey testing, the software under test is provided by random inputs, for which their corresponding outputs are observed.

### Pair Testing

Pair testing is much like buddy testing. But here, a pair of only the testers work together on the modules for testing. Two testers work together to share ideas, opinions, and knowledge over the same machine to identify errors and defects.  
Testers are paired for the testing according to their knowledge levels and expertise to get a different insight into any problem.

> A process that allows the user to check that the provided data, they deal with, is valid or complete. Click to explore about our, [Data Validation Testing Tools and Techniques](https://www.xenonstack.com/insights/what-is-data-validation-testing)

## Exploratory Testing in Agile

Agile development depends on quick reduplication and release. From the agile quality point of view, every new change in the system must be tested as soon as possible after the change is made. This reduces the risk of late defect detection and the associated costs. It becomes an efficient tool in agile development by reducing the time spent authoring and preparing tests while optimizing feedback time. This way, it aligns with the Agile manifesto's second value: "working software over comprehensive documentation."

### Reasons for Considering Exploratory Testing in Agile

- It helps to uncover many hidden and undetected bugs that are very difficult to detect in normal testing.
- It helps to improve performance in terms of coverage of scripted and non-scripted test scenarios.
- It covers the essential parts of your requirements by helping testers understand your application and its capabilities.
- Help testers learn new methods, test strategies, and think outside the box.

> A type of testing in which individual units or functions of software testing. Its primary purpose is to test each unit or function. Click to explore about our, [Unit Testing Techniques and Best Practices](https://www.xenonstack.com/insights/what-is-unit-testing)

## Exploratory Testing vs. Adhoc Testing

| **Adhoc Testing** | **Exploratory Testing** |
| --- | --- |
| Ad hoc testing initially starts as an understanding application and then works with the actual testing process. | It begins by exploring the application while learning. |
| Documentation is not a basic requirement for this type of testing. The QA team is always involved in testing without specific documentation. | Documentation is required in Exploratory Testing. To ensure quality it’s required to document the details of the testing. |
| Adhoc testing is about the excellence of the testing. | It is about learning and researching applications. |
| Testers who will test the application should be familiar with the sequence of operations. | As your learning context expands, exploratory tests help you gain additional knowledge about the test results. |
| This is only one-time executable testing. Testers test it’s once at a time, however, if there is any problem found in the test then it's repeated. | A testing approach that combines the results of tests and creates new solutions. |
| Usually, this works for business problems and increases the knowledge of the application. | Categorize problems and compare them to problems found in the past. This helps to reduce the time cost. |
| Experienced software test engineers are not required to perform ad hoc tests. | This should always be done by a professional. |
| It needs some planning to start and carry on | It doesn’t take much time to start. |
| This test essentially connects the subsystem to your application and helps you find holes during execution. | Test the application elements by reviewing them and providing a plan. |

> Inexperienced testing teams neglect to prioritize DB features in terms of significance, which is essential to saving effort and time. Click to explore about our, [Database Testing Types and its Best Tools](https://www.xenonstack.com/insights/what-is-database-testing)

## What is the process of Exploratory Testing?

The processes are listed below:

### Classification

- Classifies common types of defects found in the past
- Analyze the root cause analysis (RCA) of these faults
- Identify the risks and prepare ideas to test the application.

### Test Charter

- It starts with test ideas.
- The test charter assists in understanding how end-users will use the system.
- Involve information like what to test, how it can be tested, and what needs looking at.

### Timebox

- Using the time box method, a pair of testers work together for an uninterrupted, stipulated period that is not less than 90 minutes.
- Timebox sessions encourage testers to react to the system response and prepare for the right outcome.

### Reviewing results

- Analysis of the defects
- Lessons learned
- Analysis of coverage areas

> A software development approach where developers write test cases for enhancements or new features before we write any code. Click to explore about our, [Golang Unit Testing](https://www.xenonstack.com/blog/test-driven-development-golang)

## What are the best practices?

- **Application purpose and the Business Objectives:** Getting knowledge of the technology, application's purpose, and business needs will help you identify critical areas that need to be tested.
- **Pushing Developers to fix Defects**: A feedback loop during software test cycles will enhance developers with the feedback they need to fix flaws and defects. Collaborative surroundings allow software testers to work simultaneously with developers who will assist in sharing test outcomes.
- **Choose the Right Testing method that meets your Goals**: Select the suitable testing method that makes it straightforward for the tester to perform the tests and the stakeholders to interpret the consequences and results.
- **Keep Clear and Concise Record**: Keep clear and concise documentation of what you have done, how you perform it, and what you discover. This will show how intense the session was, allowing you to optimize the test method in the future.
- **Using Exploratory Testing Along with Automated Tests**: When test automation is scripted to look at the accuracy of projected behaviors or patterns in the software, exploratory testing helps to uncover critical concerns hidden in scripted tests that could potentially break the software.
- **Do not rush on Tools**: There are too many tools those can use to do the exploratory test, from entirely automated planning tools to video capture and logging tools to walls full-packed with procedure diagrams and feature descriptions with time box plans, even if the only tools carried out exploratory testing are a pen and some paper.

> If its Testing performed correctly, then it will prevent the wastage of resources in the future.Click to explore about our, [Big Data Testing Best Practices and its Implementation](https://www.xenonstack.com/insights/big-data-testing-strategy)

## Conclusion

Exploratory testing is explained in many ways. Don't let fear, queries, or uncertainty get in the way of the possibilities to expand your testing. It is performed to identify real-time bugs. Also, it is more often used to detect bugs during the UAT of the system. So, if it is used early in the stage, we can avoid many bugs.

- Discover more about [Microservices Testing Strategies](https://www.xenonstack.com/blog/microservices-testing)
- Explore here about [Data Validation Testing Tools and Techniques](https://www.xenonstack.com/insights/what-is-data-validation-testing)

## Share Article

- [![XenonStack Facebook](https://www.xenonstack.com/hubfs/xenonstack-facebook-service.svg)](http://www.facebook.com/share.php?u=https://www.xenonstack.com/insights/exploratory-testing-in-agile)
- [![XenonStack Twitter](https://www.xenonstack.com/hubfs/xs-twitter-white-updated-icon.svg)](https://twitter.com/intent/tweet?text=I+found+this+interesting+blog+post&url=https://www.xenonstack.com/insights/exploratory-testing-in-agile)
- [![XenonStack Linked In](https://www.xenonstack.com/hubfs/xenonstack-linkedin-service.svg)](http://www.linkedin.com/shareArticle?mini=true&url=https://www.xenonstack.com/insights/exploratory-testing-in-agile)
- [![XenonStack Email Icon](https://www.xenonstack.com/hubfs/xenonstack-email-service.svg)](mailto:?subject=Check%20out%20https://www.xenonstack.com/insights/exploratory-testing-in-agile%20&body=Check%20out%20https://www.xenonstack.com/insights/exploratory-testing-in-agile)

## Table of Contents

## Share Article

- [![XenonStack Facebook](https://www.xenonstack.com/hubfs/xenonstack-facebook-service.svg)](http://www.facebook.com/share.php?u=https://www.xenonstack.com/insights/exploratory-testing-in-agile)
- [![XenonStack Twitter](https://www.xenonstack.com/hubfs/xs-twitter-white-updated-icon.svg)](https://twitter.com/intent/tweet?text=I+found+this+interesting+blog+post&url=https://www.xenonstack.com/insights/exploratory-testing-in-agile)
- [![XenonStack Linked In](https://www.xenonstack.com/hubfs/xenonstack-linkedin-service.svg)](http://www.linkedin.com/shareArticle?mini=true&url=https://www.xenonstack.com/insights/exploratory-testing-in-agile)
- [![XenonStack Email Icon](https://www.xenonstack.com/hubfs/xenonstack-email-service.svg)](mailto:?subject=Check%20out%20https://www.xenonstack.com/insights/exploratory-testing-in-agile%20&body=Check%20out%20https://www.xenonstack.com/insights/exploratory-testing-in-agile)

## Explore Related Topics

[Platform Engineering](https://www.xenonstack.com/insights/tag/platform-engineering)

[DevSecOps](https://www.xenonstack.com/insights/tag/devsecops)

[Deployment Automation](https://www.xenonstack.com/insights/tag/deployment-automation)

[Continuous Security](https://www.xenonstack.com/insights/tag/continuous-security)

[Generative AI](https://www.xenonstack.com/blog/tag/generative-ai)

[Cyber Security](https://www.xenonstack.com/insights/tag/cyber-security)

[Enterprise Cloud](https://www.xenonstack.com/insights/tag/enterprise-cloud)

[Data Science](https://www.xenonstack.com/insights/tag/data-science)

[Kubernetes](https://www.xenonstack.com/insights/tag/kubernetes)

![navdeep-singh-gill](https://www.xenonstack.com/hubfs/navdeep-gill-ceo-xenonstack.svg)

## Navdeep Singh Gill

Global CEO and Founder of XenonStack

Navdeep Singh Gill is serving as Chief Executive Officer and Product Architect at XenonStack. He holds expertise in building SaaS Platform for Decentralised Big Data management and Governance, AI Marketplace for Operationalising and Scaling. His incredible experience in AI Technologies and Big Data Engineering thrills him to write about different use cases and its approach to solutions.

[Explore More by Navdeep Singh Gill ![cta-blue-arrow](https://www.xenonstack.com/hubfs/cta-arrow-blue.svg)](https://www.xenonstack.com/insights/author/navdeep-singh-gill)

![Subscribe background](https://www.xenonstack.com/hubfs/blog-post-subscribe.svg)

## Subscribe to our Latest Technology Insights and Resources

Subscribe Now

![slider-cross-icon](https://www.xenonstack.com/hubfs/slider-cross-icon.svg)

## Get the latest articles in your inbox

Business Email ID \*

Please enter a valid Business Email ID

Company Name \*

Please enter a valid Company Name

Yes, I would like to receive the XenonStack newsletter as well as marketing emails regarding XenonStack products, services, and events. I can unsubscribe at any time.  
By registering, you confirm that you agree to the processing of your personal data by XenonStack as described in the Privacy Policy.

Subscribe Now

## Related Articles

![API Testing Workflow Tools and Best Practices | Quick Guide](https://www.xenonstack.com/hs-fs/hubfs/xenonstack-api-testing-tools.png?width=1200&height=675&name=xenonstack-api-testing-tools.png)

### [API Testing Workflow Tools and Best Practices | Quick Guide](https://www.xenonstack.com/insights/what-is-api-testing)

14 March 2025

![Security Testing Tools and Best Practices in DevOps Explained](https://www.xenonstack.com/hs-fs/hubfs/xenonstack-security-testing-in-devops.png?width=1200&height=675&name=xenonstack-security-testing-in-devops.png)

### [Security Testing Tools and Best Practices in DevOps Explained](https://www.xenonstack.com/insights/security-testing-in-devops)

13 March 2025

![DevTestOps Advantages and Best Practices | Quick Guide](https://www.xenonstack.com/hs-fs/hubfs/devtestops-advantages.png?width=1200&height=675&name=devtestops-advantages.png)

### [DevTestOps Advantages and Best Practices | Quick Guide](https://www.xenonstack.com/insights/devtestops-advantages)

24 March 2023

![xenonstack-logo](https://www.xenonstack.com/hubfs/xenonstack-new-logo-release.svg)

XenonStack Agentic Foundry powers enterprise agentic systems with unified infra, analytics, workflows, and security to drive automation and compliance.

[![Youtube](https://www.xenonstack.com/hubfs/xs-footer-social-icons/youtube-icon.svg)](https://www.youtube.com/c/XenonStackOfficial) [![LinkedIn](https://www.xenonstack.com/hubfs/xs-footer-social-icons/linkedin-icon.svg)](https://www.linkedin.com/company/xenonstack/) [![Github](https://www.xenonstack.com/hubfs/xs-footer-social-icons/github-icon.svg)](https://github.com/xenonstack) [![Twitter](https://www.xenonstack.com/hubfs/xs-footer-social-icons/twitter-icon.svg)](https://twitter.com/xenonstack) [![Medium](https://www.xenonstack.com/hubfs/xs-footer-social-icons/medium-icon.svg)](https://medium.com/@xenonstack) [![Instagram](https://www.xenonstack.com/hubfs/xs-footer-social-icons/instagram-icon.svg)](https://www.instagram.com/teamxenonstack/)

![iso-9001-certified](https://www.xenonstack.com/hubfs/iso-9001-2015-certified.svg) ![iso-27001-certified](https://www.xenonstack.com/hubfs/iso-27001-2022-certified.svg) ![soc-certified](https://www.xenonstack.com/hubfs/soc-certified-org.svg) ![power-bi-partner](https://www.xenonstack.com/hubfs/power-bi-2.svg) ![kubernetes-certified-partner](https://www.xenonstack.com/hubfs/kubernetes-certified.svg)

![advance-tier-competency](https://www.xenonstack.com/hubfs/xenonstack-competency/aws-advanced-tier-service.svg) ![managed-service-competency](https://www.xenonstack.com/hubfs/xenonstack-competency/aws-managed-service.svg) ![ml-service-competency](https://www.xenonstack.com/hubfs/xenonstack-competency/aws-ml-competency.svg) ![devops-service-competency](https://www.xenonstack.com/hubfs/xenonstack-competency/aws-devops-competency.svg) ![amazon-kinesis-delivery](https://www.xenonstack.com/hubfs/xenonstack-competency/amazon-kinesis.svg)

## AI Engineering

[Composite AI](https://www.xenonstack.com/artificial-intelligence/composite-ai/) [Decision AI](https://www.xenonstack.com/artificial-intelligence/decision-ai/) [AI Quality](https://www.xenonstack.com/artificial-intelligence/ai-quality/) [Generative AI](https://www.xenonstack.com/artificial-intelligence/generative-ai/) [Multimodal AI](https://www.xenonstack.com/artificial-intelligence/multimodal-ai/) [AI Assurance](https://www.xenonstack.com/artificial-intelligence/explainable-ai/) [MLOps](https://www.xenonstack.com/artificial-intelligence/mlops/) [Physical AI](https://www.xenonstack.com/artificial-intelligence/physical-ai/) [Augmented Engineering](https://www.xenonstack.com/artificial-intelligence/ai-augmented-software-development/) [Generative BI](https://www.xenonstack.com/artificial-intelligence/generative-bi/)

## Data Foundry

[Streaming Data Platform](https://www.xenonstack.com/dataops/streaming-data-platform/) [Data Lakehouse](https://www.xenonstack.com/dataops/delta-lake/) [Data Catalog](https://www.xenonstack.com/dataops/data-catalog/) [Data Observability](https://www.xenonstack.com/dataops/data-observability/) [Cloud Data Warehouse](https://www.xenonstack.com/dataops/cloud-data-warehouse/) [Data Engineering](https://www.xenonstack.com/dataops/data-engineering/) [MetaData Management](https://www.xenonstack.com/dataops/metadata-management/) [Data Quality](https://www.xenonstack.com/dataops/augmented-data-quality/) [Real Time Analytics](https://www.xenonstack.com/dataops/real-time-analytics/) [Data Modernization](https://www.xenonstack.com/dataops/data-modernization/)

## Platform Engineering

[Cloud Native](https://www.xenonstack.com/cloud-native/platform-engineering/) [Automation As Code](https://www.xenonstack.com/cloud-native/automation-as-code/) [Observability](https://www.xenonstack.com/cloud-native/observability/) [FinOps](https://www.xenonstack.com/cloud-native/finops/) [Application Modernization](https://www.xenonstack.com/cloud-native/application-modernization/) [DevSecOps](https://www.xenonstack.com/cloud-native/devsecops/) [Site Reliability Engineering](https://www.xenonstack.com/cloud-native/site-reliability-engineering/) [Progressive Delivery](https://www.xenonstack.com/cloud-native/progressive-delivery/) [GitOps](https://www.xenonstack.com/cloud-native/gitops/) [Compliance as code](https://www.xenonstack.com/cloud-native/compliance-as-code/) [Value Stream Management](https://www.xenonstack.com/cloud-native/value-stream-management/) [Policy as Code](https://www.xenonstack.com/cloud-native/policy-as-code/) [Telemetry Pipeline](https://www.xenonstack.com/cloud-native/telemetry-pipeline/)

## Agentic AI

[Agentic Analytics](https://www.xenonstack.com/agentic-ai/enterprise-systems/) [Agentic AI Systems](https://www.xenonstack.com/agentic-ai/agentic-ai-system/) [Process Intelligence](https://www.xenonstack.com/agentic-ai/business-process-operations/) [Developer Experience](https://www.xenonstack.com/agentic-ai/developer-experience-platform/) [Autonomous Operations](https://www.xenonstack.com/agentic-ai/autonomous-operations/) [AI Vision at EDGE](https://www.xenonstack.com/agentic-ai/edge-and-vision-ai/) [Compound AI System](https://www.xenonstack.com/agentic-ai/compound-ai-system/) [GUI Agents](https://www.xenonstack.com/agetic-ai/gui-agents/) [CMDB Management](https://www.xenonstack.com/agentic-ai/cmdb-management/) [ITSM](https://www.xenonstack.com/agentic-ai/itsm/) [Network Automation](https://www.xenonstack.com/agentic-ai/network-automation/)

## AI Agents

[DataBricks AI Agents](https://www.xenonstack.com/ai-agents/databricks-ai-agents/) [SnowFlake AI Agents](https://www.xenonstack.com/ai-agents/snowflake-ai-agents/) [ServiceNow AI Agents](https://www.xenonstack.com/ai-agents/servicenow-ai-agents/) [AWS AI Agents](https://www.xenonstack.com/ai-agents/aws-ai-agents/) [Microsoft Azure AI Agents](https://www.xenonstack.com/ai-agents/microsoft-azure-ai-agents-actions/) [SalesForce AI Agents](https://www.xenonstack.com/ai-agents/salesforce-agents-actions/) [MySQL AI Agents](https://www.xenonstack.com/ai-agents/mysql-agents-actions/) [PostgreSQL AI Agents](https://www.xenonstack.com/ai-agents/postgresql-agents-actions/) [Datadog AI Agents](https://www.xenonstack.com/ai-agents/datadog-agents-actions/) [DynaTrace AI Agents](https://www.xenonstack.com/ai-agents/dynatrace-agents-actions/) [Splunk AI Agents](https://www.xenonstack.com/ai-agents/splunk-agents-actions/) [BigQuery AI Agents](https://www.xenonstack.com/ai-agents/bigquery-agents-actions/) [SAP AI Agents](https://www.xenonstack.com/ai-agents/sap-agents-actions/) [Infor AI Agents](https://www.xenonstack.com/ai-agents/infor-agents-actions/) [Oracle AI Agents](https://www.xenonstack.com/ai-agents/oracle-agents-actions/) [WorkDay AI Agents](https://www.xenonstack.com/ai-agents/workday-agents-actions/) [Jira AI Agents](https://www.xenonstack.com/ai-agents/jira-agents-actions/)

## Industry

[Aerospace and Aviation](https://www.xenonstack.com/industries/aerospace/) [Financial Services](https://www.xenonstack.com/industries/banking/) [Automotive And Industrial](https://www.xenonstack.com/industries/automotive/) [Consumer Tech](https://www.xenonstack.com/industries/consumer-technology/) [Technology, Media and Telco](https://www.xenonstack.com/industries/enterprise-technology/) [Digital Supply Chain](https://www.xenonstack.com/industries/digital-supply-chain/) [Hospitality and Tourism](https://www.xenonstack.com/industries/travel-hospitality/) [Discrete Manufacturing](https://www.xenonstack.com/industries/automotive/) [Education](https://www.xenonstack.com/industries/education/) [Media and Entertainment](https://www.xenonstack.com/industries/media-entertainment/) [Oil and Gas](https://www.xenonstack.com/industries/oil-and-gas/) [Energy and Utilities](https://www.xenonstack.com/industries/energy-and-utilities/)

## Enterprise Support

[AI Managed Services](https://www.xenonstack.com/managed-services/ai-managed-services/) [Kubernetes Managed Services](https://www.xenonstack.com/managed-services/kubernetes/) [SRE as a Service](https://www.xenonstack.com/managed-services/site-reliability-engineering/) [Data Managed Services](https://www.xenonstack.com/managed-services/big-data/) [Analytics Managed Services](https://www.xenonstack.com/managed-services/analytics-managed-services/) [Data Protection](https://www.xenonstack.com/readiness-assessment/data-protection/) [On-Premise AI](https://www.xenonstack.com/managed-services/on-premise-ai-cluster/)

## Solutions

[Private Cloud](https://www.xenonstack.com/solutions/private-cloud/) [Internal Developer Platform](https://www.xenonstack.com/solutions/internal-developer-platform/) [AI Inference](https://www.xenonstack.com/solutions/ai-inference/) [Open-Source Data Platform](https://www.xenonstack.com/solutions/open-source-data-platform/) [AI Trust Score](https://www.xenonstack.com/solutions/ai-trust-score/) [Autonomous SoC](https://www.xenonstack.com/solutions/autonomous-soc/) [Digital Twin](https://www.xenonstack.com/solutions/digital-twin/) [Readiness Assessment](https://www.xenonstack.com/readiness-assessment/) [Talk To Specialist](https://www.xenonstack.com/talk-to-specialist/)

## Company

[About Us](https://www.xenonstack.com/about-us/) [Leadership Team](https://www.xenonstack.com/about-us/leadership-team/) [TAO of XenonStack](https://www.xenonstack.com/about-us/tao-of-xenonstack/) [How We Grow](https://www.xenonstack.com/about-us/how-we-grow/) [How We Work](https://www.xenonstack.com/about-us/how-we-work/) [Careers](https://www.xenonstack.com/careers/) [XA - QSIR](https://www.xenonstack.com/xenonstack-academy/) [Contact Us](https://www.xenonstack.com/contact-us/) [Book Demo](https://demo.xenonstack.com/)

## Resources

[Blog](https://www.xenonstack.com/blog) [Insights](https://www.xenonstack.com/insights/) [Use Cases](https://www.xenonstack.com/use-cases) [Case Study](https://www.xenonstack.com/case-studies) [Videos](https://www.xenonstack.com/videos/) [EBooks](https://www.xenonstack.com/e-book) [Presentations](https://www.xenonstack.com/presentations/)

@2026 XenonStack - A Stack Innovator!

[Privacy Policy](https://www.xenonstack.com/privacy-policy/) [Terms and Conditions](https://www.xenonstack.com/terms-and-conditions/)

Global Presence :

![united-states-flag-icon](https://www.xenonstack.com/hubfs/united-states.svg)

USA

![uae-flag-icon](https://www.xenonstack.com/hubfs/uae-flag-icon.svg)

Dubai

![india-flag-icon](https://www.xenonstack.com/hubfs/india-flag-icon.svg)

India

![uk-flag-icon](https://www.xenonstack.com/hubfs/united-kingdom.svg)

UK

![australia-flag-icon](https://www.xenonstack.com/hubfs/australia-flag-icon.svg)

Australia

✕

## Agent SRE for Reliability and Observability Solutions

 AI continuously monitors systems for risks before they escalate. It correlates signals across logs, metrics, and traces. This ensures faster detection, fewer incidents, and stronger reliability

- ![Performance Icon](https://www.xenonstack.com/hubfs/performance.svg)Proactive detection of performance and availability issues
- ![Root Cause Icon](https://www.xenonstack.com/hubfs/root-cause.svg)Root-cause analysis across microservices and environments
- ![Remediation Icon](https://www.xenonstack.com/hubfs/remediation.svg)Automated remediation playbooks to reduce MTTR

[Explore Agent SRE](https://agentsre.ai/)

![akira-ai-banner-illustration](https://www.xenonstack.com/hubfs/akira-ai-banner-illustration.svg)

✕

## Physical Surveillance with Vision AI Agent Technology

 AI converts camera feeds into instant situational awareness. It detects unusual motion and unsafe behavior in real time. Long hours of video become searchable and summarized instantly

- ![Motion Icon](https://www.xenonstack.com/hubfs/motion.svg)Real-time detection of suspicious motion or intrusion
- ![Video Search Icon](https://www.xenonstack.com/hubfs/video-search.svg)Natural language video search and instant playback
- ![Summary Icon](https://www.xenonstack.com/hubfs/summary.svg)Smart summaries for audits, investigations, and compliance

[See Vision AI in Action](https://www.xenonstack.ai/)

![physical-surveillance](https://www.xenonstack.com/hubfs/xai-banner-image.svg)

✕

## Agentic Data Intelligence Across Your Full Data Stack

 Your data stack becomes intelligent and conversational. Agents surface insights, detect anomalies, and explain trends. Move from dashboards to autonomous, always-on analytics

- ![Connects warehouses](https://www.xenonstack.com/hubfs/data-icon.svg)Connects to warehouses, lakes, and streaming sources
- ![Question Answering](https://www.xenonstack.com/hubfs/answers.svg)Question-answering in natural language
- ![Continuous monitoring](https://www.xenonstack.com/hubfs/monitoring-2.svg)Continuous monitoring for anomalies and KPI deviations

[See in Action](https://elixirdata.co/)

![agentic-data-intelligence](https://www.xenonstack.com/hubfs/empowerment-of-analysts.svg)

✕

## Intelligent Diagnostic for Self-Healing System Automation

 Agents identify recurring failures and performance issues. They trigger workflows that resolve common problems automatically. Your infrastructure evolves into a self-healing environment

- ![Diagnostics Icon](https://www.xenonstack.com/hubfs/diagnostic.svg)Automated diagnostics for recurring errors
- ![Playbook Icon](https://www.xenonstack.com/hubfs/playbook.svg)Playbook execution: restart services, scale pods, clear queues
- ![Feedback Icon](https://www.xenonstack.com/hubfs/feedback.svg)Feedback loop for improving remediation strategies

[See in Action](https://agentanalyst.ai/)

![intelligent-diagnostic](https://www.xenonstack.com/hubfs/dataops-reimagined-banner-image.svg)

✕

## Agentic GRC - Monitoring Risk and Compliance Controls

 AI continuously checks controls and compliance posture. It detects misconfigurations and risks before they escalate. Evidence collection becomes automatic and audit-ready

- ![Controls Icon](https://www.xenonstack.com/hubfs/controls.svg)Continuous control checks across infrastructure and SaaS
- ![Audit Icon](https://www.xenonstack.com/hubfs/audit.svg)Automated evidence collection for audits
- ![Risk Icon](https://www.xenonstack.com/hubfs/risk.svg)Risk scoring and prioritized remediation recommendations

[Explore Agent GRC](https://agentgrc.ai/)

![monitoring-risk-and-compliance](https://www.xenonstack.com/hubfs/enhanced-security-measures.svg)

✕

## Agentic Finance and Procurement Intelligent Agents

 Financial and procurement workflows become proactive and insight-driven. Agents monitor spend, vendors, and contracts in real time. Approvals and sourcing decisions become faster and smarter

- ![Visibility Icon](https://www.xenonstack.com/hubfs/visibility.svg)Real-time visibility into spend and commitments
- ![Anomaly Icon](https://www.xenonstack.com/hubfs/anomaly.svg)Anomaly detection on invoices and vendor performance
- ![Workflow Icon](https://www.xenonstack.com/hubfs/workflow.svg)Intelligent workflows for approvals and sourcing decisions

[Optimize Finance & Procurement](https://www.xenonify.ai/)

![agentic-finance-and-procurement](https://www.xenonstack.com/hubfs/responsible-ai-aviators-banner-illustration.svg)

```json
{
  "@context" : "https://schema.org",
  "@type" : "BlogPosting",
  "author" : {
    "@type" : "Person",
    "name" : "Navdeep Singh Gill",
    "url" : "https://www.xenonstack.com/insights/author/navdeep-singh-gill"
  },
  "dateModified" : "2022-09-27T17:25:50.555Z",
  "datePublished" : "2022-09-27T17:05:28.000Z",
  "headline" : "Exploratory Testing in Agile | Processes and its Best Practices",
  "image" : [ "https://www.xenonstack.com/hubfs/exploratory-testing-in-agile.png" ],
  "mainEntityOfPage" : {
    "@id" : "https://www.xenonstack.com/insights/exploratory-testing-in-agile",
    "@type" : "WebPage"
  },
  "publisher" : {
    "@type" : "Organization",
    "logo" : {
      "@type" : "ImageObject",
      "url" : "https://www.xenonstack.com/hubfs/Xenonstack-Serives%20-3-2-2021-10.png"
    },
    "name" : "Xenonstack Inc"
  }
}
```

```json
{
  "@context" : "http://schema.org",
  "@type" : "Organization",
  "address" : {
    "@type" : "PostalAddress",
    "addressCountry" : "USA",
    "addressLocality" : "Plano",
    "addressRegion" : "Texas",
    "postalCode" : "75024",
    "streetAddress" : "7700 Windrose Ave. "
  },
  "description" : "XenonStack is the #1 Data and AI foundry and technology services company to simplify and scale Enterprise and Generative AI Journeys.",
  "email" : "business@xenonstack.com",
  "logo" : "https://f.hubspotusercontent30.net/hubfs/8161231/Xenonstack-Serives%20-3-2-2021-10.png",
  "mainEntityOfPage" : {
    "@id" : "https://www.xenonstack.com/insights/exploratory-testing-in-agile",
    "@type" : "WebPage",
    "description" : "Exploratory Testing in Agile processes and its best practices to experiment latest strategies and execution, also explore Exploratory vs Adhoc Testing."
  },
  "name" : "XenonStack",
  "sameAs" : [ "https://www.facebook.com/XenonStack", "https://www.linkedin.com/company/xenonstack/", "https://www.youtube.com/c/XenonStackOfficial", "https://twitter.com/xenonstack" ],
  "telephone" : "",
  "url" : "https://www.xenonstack.com/"
}
```