Insights Engine
Your AI that Knows.
Ask anything about your business in plain English. Get cited, verified answers with charts and narrative, in seconds, not sprints.
No SQL. No dashboard sprawl. No "let me get back to you next quarter." The Insights Engine mines historical patterns from every data source you have and returns grounded answers your team can defend.
What Insights does
Four core jobs, done well.
Natural-language queries
Ask complex analytical questions the way you'd ask a senior analyst. No schema knowledge required.
Grounded + cited
Every number, entity, and claim traces back to its data source. Verifiers block hallucinations before they reach you.
Automatic visualization
The right chart type picked for the result shape. Customize interactively, switch axes, filters, comparisons.
Narrative explanation
Every answer comes with a plain-English "why", the drivers behind the trend, not just the trend itself.
Capabilities
Inside the Insights Engine
Cross-source queries
Blend data from warehouses, ERPs, SaaS apps, and files in one question.
Hybrid search
Vector + keyword retrieval over your business glossary and schema docs.
Auto-chart selection
Bars, lines, areas, scatter, maps, heatmaps, and big numbers, chosen to match the data shape.
Drill-through clicks
Click any point in a chart to automatically build and run a follow-up query.
Conversational context
Follow-up questions carry memory. "Why?" knows what you just asked.
Explainable SQL
Every answer shows the exact query run against your source, inspectable and editable.
Streaming results
Charts render progressively as rows arrive. Narrative streams token-by-token.
Schedule + share
Pin to dashboard. Schedule weekly. Share a link. Export to CSV, PDF, or slides.
Entity-aware
Recognizes customers, POs, invoices, and products by name, scopes the answer correctly.
Sample questions
What users actually ask
Use cases
Where Insights pays off fastest
Finance & FP&A
Variance analysis, close commentary, cashflow deep-dives. Finance answers that auditors and boards can trust.
Revenue operations
Pipeline diagnostics, churn root-cause, customer segmentation, sales performance, all without a BI ticket.
Operations leadership
Throughput analysis, quality trends, supply chain anomalies. See what happened and why.
The Quadrazene Ring
Insights is stronger because of the other three.
Every output flows to the next Engine in the ring. No insight goes unprotected. No recommendation goes unexecuted. No execution goes unanalyzed.