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Natural Language Analytics
Scoop AI Chat — "Talk-to-Data" Re-invented
Everything the platform can do, now one question away.
Start Talking to Your Data
A Conversational Front-End to Everything
Ask a plain-English question → AI Chat classifies intent → auto-builds the right query, chart, or ML model → returns an interactive answer you can refine with the next message.
Visualizations
Create any chart or graph from natural language
Predictions
Build ML models with a simple question
Clustering
Discover segments automatically
Time Analysis
Compare periods and find changes
Group Compare
Understand differences between segments
Reports
Generate insights and summaries instantly
Why It Feels Different
| Typical "chat-with-data" widgets | Scoop AI Chat |
|---|---|
| Keyword search over static dashboards | Generates new queries, visualizations, and ML jobs on the fly |
| Answers limited to pre-built KPIs | Powered by analytical database → any metric, any filter, any time period |
| Black-box LLM summary | Full BI engine underneath: Real analytical queries = accurate, predictable, no hallucination |
| No memory between turns | Conversational state = filter, time range, chosen columns, prior results |
| "Sorry, I don't understand." | Intent router chooses between 7 skills automatically |
From Business Pain to Instant Payoff
Back-and-forth with analysts
Ask "Show MRR by cohort, year-over-year" → get the chart; follow with "add churn rate" → chart updates.
Hours of Slack threads collapsed into seconds.
Discovering 'unknown unknowns'
"What's different this quarter?" triggers powerful period analysis; AI returns ranked list of what changed with visual explanations.
Uncovers hidden causes without specifying every hypothesis.
Segment deep-dive
"Cluster my customers" → automatic segmentation with visual bubbles; "Tell me about segment 3" instantly profiles that group.
True persona discovery for marketers/CS — no data-science ticket.
Field-level explanations
"Why is Renewal Likelihood low?" launches predictor model & explains exact factors.
Gives CSMs talking points & playbook, not just a score.
From insight to action
"Export these at-risk accounts" creates a list ready for your next campaign or outreach.
Insights become actions immediately, not another forgotten report.
Why It's Game-Changing
1. Real Analytics, Not Guesses
Built on a full BI engine that runs actual analytical queries with accurate, explainable results.
2. Advanced Analytics for Everyone
Ask "Who's likely to churn?" and get sophisticated predictions without knowing data science.
3. True Exploration
Every answer is interactive: click, drill, pivot, or open in Explorer/ML Studio.
4. Insights That Drive Action
Export your findings to take immediate action - no more insights gathering dust.
Eliminates the analytics backlog — Ops teams stay small & nimble while frontline teams self-serve 90% of ad-hoc questions.
Typical "Wow" Moments on a Demo
Wait, it built the entire churn model while we talked?
The tree shows exactly why Enterprise trials convert — can I save that score to HubSpot? Click.
I asked for 'interesting changes last week' and got a prioritized list with percentages and the exact analysis behind it.
The Shortest Path From Question to Action
Scoop AI Chat is the shortest path from a business question to a data-backed, ML-powered, immediately actionable answer — all in a single sentence.
Simple questions
Powerful analytics
Real BI engine
Instant insights
Experience AI Chat Live