AI Operations Center

Describe the analysis in plain language

Select a connected DataHub dataset and type what you want to know — no setup or code required. One-time questions return an inline analytical answer with a chart. If the prompt looks like a recurring job, Operations sends you to Sentinel Monitoring instead of creating a scheduled agent.

• One-time questions return an inline analytical answer with supporting detail
• Create a KPI view or sentiment view from the right rail for live performance
• Recurring reports and alert rules belong in Sentinel Monitoring

Deterministic statistical analysis, not guesswork

Every run executes real statistics against your dataset and reports the result with AI-generated insights in plain language. It surfaces trends, period-over-period changes, peaks and troughs, correlations, anomalies, and forecasts — and flags data-quality issues like missing values and outliers.

• Trend and variance analysis with the largest single-period increases and decreases called out
• Correlation, t-tests, chi-square, and ANOVA with p-values and significance levels
• Anomaly detection for values outside the expected range, and forward forecasts with a projected horizon

Pin live KPI and sentiment views

Use Create KPI view or Create sentiment view in the right rail to pin auto-refreshing tiles on the same dataset. Views show current performance on screen. They do not email the team or fire when a threshold is crossed — that work lives in Sentinel Monitoring.

Save the output anywhere

Every analysis produces an analytical workspace report with key insights, risks, and recommended actions. Save it straight to a Dashboard, a Presentation, or Reports, or open the same result in KPI Analytics or Business Intelligence when you need deeper KPI scorecards and configurable BI workflows.

Best practices

• Name the metric and date column explicitly so the orchestrator maps your request to the right fields
• Add a date range ("last 30 days", "this quarter") to keep runs focused and fast
• Give each question one clear job — a KPI read, a segment comparison, a sentiment check — rather than combining many goals in one prompt
• Pin a live view for the metric you keep asking about instead of re-running the same question

Next steps

When you need a Monday digest, a threshold alert, or a scheduled anomaly brief, open Sentinel Monitoring — that is the monitoring system for alerts and scheduled workflows.