The Discovery of data is an iterative process, so it does not require a complete model to be constructed at the start of the analysis. Before data can be properly analyzed it must be prepared.
This requires someone with specific skills in handling and formatting data, often a data scientist. Data discovery may help analysts understand data patterns and trends through data visualization and advanced guided analytics.
The visualization methods are typically numerous, offering different ways for analysts to inspect data so that more patterns are seen.
While machine vision can be used to pick up on patterns as well, data discovery platforms often rely on the natural inclination of humans to find patterns visually.
Further delving into the meaning of the patterns is the stage of complex guided analysis. These functions enhance pattern-finding with machine learning capabilities and help analysts glean extra statistical information from data.
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
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
Your data stack becomes intelligent and conversational. Agents surface insights, detect anomalies, and explain trends. Move from dashboards to autonomous, always-on analytics
Agents identify recurring failures and performance issues. They trigger workflows that resolve common problems automatically. Your infrastructure evolves into a self-healing environment
AI continuously checks controls and compliance posture. It detects misconfigurations and risks before they escalate. Evidence collection becomes automatic and audit-ready
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