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Revolutionary Analytics
Meet Scoop's AI Data Scientist
Data science horsepower & storytelling skills — without the data scientist.
See It In Action
What Is an AI Data Scientist?
Think of it as a virtual analyst that lives inside Scoop. Upload a spreadsheet or connect your CRM, and watch it work its magic.
1
Profiles & Prepares
Automatically detects columns, fixes anomalies, creates helpful buckets — the tedious work analysts spend 80% of their time on.
Creates "Small / Mid / Enterprise" buckets automatically
2
Runs ML Plays
Clustering, prediction, time comparison — automatically chosen based on your question or launched on demand.
EM clustering finds hidden customer segments
3
Explains & Acts
Translates results to plain English and writes scores back to your CRM for immediate action.
"7× more likely to convert" + PQL score to CRM
Why Your Current Tools Can't Do This
| Capability | Traditional BI | Built-in SaaS Reports | Scoop AI Data Scientist |
|---|---|---|---|
| Data Prep | Manual SQL, ETL tools | None (assumes perfect data) | Full Excel-grade formulas & auto cleaning |
| Questions Answered | "What happened?" | KPIs for one product | "Why?" & "What will happen next?" |
| Machine Learning | External tools, data scientists | None | Integrated ML models, auto-chosen |
| Explainability | Static charts | Aggregated lists | Human-readable rules + AI summaries |
| Time to Insight | Days–weeks | Minutes (simple only) | < 10 min for complex multi-variate answers |
BI tells you the score after the game. Scoop tells you the playbook to win the next one.
What You Can Do Today
"Why are last month's churns spiking?"
Time-Period Explain model pinpoints behavioral shifts automatically.
Churn surge driven by customers with <5 weekly active users AND no onboarding call.
"Which leads deserve a personal demo?"
Predictor model ranks new sign-ups and shows the exact signals.
PQL score written to Lead.Priority__c; SDRs focus on top 15%.
"Who should we upsell?"
EM Cluster finds power users, then AI narrates what makes them unique.
Segment 'Power Collaborators' = 6% of base, 3× plan-upgrade rate.
"What makes Enterprise deals stall?"
Group Explain compares closed-won vs closed-lost > $50k.
Deals with only a single champion AND no success plan hit 12% win rate.
From Question to Action in Minutes
graph LR
A[Upload Data or
Connect CRM] --> B[AI Profiles &
Prepares Data] B --> C{Choose Analysis} C -->|Predict| D[Decision Trees] C -->|Segment| E[Clustering] C -->|Compare| F[Time Analysis] D --> G[Plain English
Explanation] E --> G F --> G G --> H[Interactive
Visualizations] H --> I[Scores to CRM] I --> J[Automated
Actions Fire] style A fill:#4763F5,stroke:#333,stroke-width:4px,color:#fff style G fill:#E3165B,stroke:#333,stroke-width:4px,color:#fff style J fill:#4763F5,stroke:#333,stroke-width:4px,color:#fff
Connect CRM] --> B[AI Profiles &
Prepares Data] B --> C{Choose Analysis} C -->|Predict| D[Decision Trees] C -->|Segment| E[Clustering] C -->|Compare| F[Time Analysis] D --> G[Plain English
Explanation] E --> G F --> G G --> H[Interactive
Visualizations] H --> I[Scores to CRM] I --> J[Automated
Actions Fire] style A fill:#4763F5,stroke:#333,stroke-width:4px,color:#fff style G fill:#E3165B,stroke:#333,stroke-width:4px,color:#fff style J fill:#4763F5,stroke:#333,stroke-width:4px,color:#fff
Why You Should Care Now
Minutes, Not Months
Upload data at 9am; present insights at the 10am stand-up. No waiting for IT or data teams.
No Black-Box AI
Every score comes with a clickable tree & one-sentence rationale. Trust what you understand.
Lives Where You Work
Scores & segments flow back to Salesforce, HubSpot, Gainsight. Insights become actions instantly.
Teams Love It
Same engine powers retention models, persona segments, growth campaigns. Everyone wins.
Scale Infinitely
One RevOps manager with Scoop can out-deliver a small data science squad.
Act Immediately
From insight to automated campaign in the same platform. No CSV exports, no manual updates.
Ready to Meet Your AI Data Scientist?
See real models on real data — leave with actionable scores in your CRM.
✓
30-minute demo
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Your data or ours
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Live scoring to CRM