Layers 1 and 2 automatically build your Decision Context Graph—the living map of entities, relationships, and causality. Layers 3-6 make it queryable, analyzable, navigable, and conversational. From data warehouse to decision intelligence in hours.
ARCHITECTURE
Layers 1+2 build your context graph. Layers 3-6 unlock its value. Click any layer to learn more.
From raw data to strategic decision—each layer adds intelligence. Click any stage to see how it works.
Traditional approaches require months of manual work—interviewing stakeholders, writing LookML, documenting relationships. Cartographer analyzes your actual query logs to discover entities, relationships, and causality automatically.
Our 6-agent AI system learns from behavior, not just structure. It sees 5,000+ queries and understands: these are the KPIs your team cares about, these are the dimensions they slice by, these are the causal relationships that matter. No manual definitions. No guesswork.
Cartographer Engine
Ready to scan
6 AI agents • 4 hours vs 4 months • Automatic semantic discovery
Classifies tables as Object/Event/Mapping
Discovers KPIs from aggregation patterns
Maps JOINs from actual usage
Identifies time patterns and granularity
Finds dimensions from GROUP BYs
Generates drill paths and insights
6 AI agents. 5,000+ queries analyzed. Context graph foundation in 4 hours.
Together with Layer 1, this completes your Decision Context Graph—an interactive map that becomes your organization's single source of truth for decisions.
Start from your North Star Metric—the one number that matters most—and see exactly how every metric connects, who owns it, and what drives it. Replace twenty disconnected dashboards with one navigable context graph.
Living Map
Ready to visualize
Revenue
Customers
AOV
Frequency
New
Returning
Price
Quantity
One living view • Real-time health • Gateway to all intelligence
Every organization has one ultimate measure of success. The Living Map starts there and decomposes it into contributing drivers.
Our AI validates that your KPI structure is Mutually Exclusive and Collectively Exhaustive—no overlaps, no gaps.
Every metric on the map has an owner—a person or team accountable for that number. No more finger-pointing.
Color-coded indicators show performance at a glance. Red, yellow, green—know instantly where to focus.
Navigate 200+ interconnected KPIs in a single view. Your complete Decision Context Graph.
Your dashboards show you data. KPI Drilldown shows you the decision. Type any metric and watch as AI transforms it into a 4-act narrative—complete with hero metrics, driver breakdowns, correlations, and actionable insights.
Forget building dashboards. Forget waiting 3 weeks. Forget hoping your analyst guessed the right dimensions. KPI Drilldown generates a complete story about ANY metric in 30 seconds—analyzing every dimension, surfacing patterns you didn't know to look for, and telling you exactly what to do next.
Click play to see the magic
MindPalace transforms a single metric into a 4-act data narrative with AI-powered insights.
4 acts • 30 seconds • Complete data story with AI insights
Current value, trend, AI summary
Dimension breakdowns, contributions
Correlations, relationships
Opportunities, alerts, actions
30 seconds. Any KPI. Complete story with AI insights.
Traditional analytics: Wait 60 seconds, get a wall of charts, figure it out yourself. MindPalace: A 4-step flow where you see value at every stage and control what gets analyzed.
Deep Analysis is a progressive investigation system. The AI suggests hypotheses based on actual patterns in your data—but YOU decide which ones to test. No black boxes. No waiting. Just statistical rigor with human judgment.
4 steps. ~30 seconds total. Board-ready output.
4 steps. ~30 seconds total. Board-ready output.
Analyzing
Customer Lifetime Value (CLV)
-8% this quarter
What would you like to understand?
Find factors causing the -8% decline
Segments to analyze
No statistical jargon. Just three simple questions—WHERE, WHY, or HOW. MindPalace recommends the best one based on your KPI's current trend.
Unlike black-box AI tools, Deep Analysis puts you in the driver's seat. The AI suggests hypotheses based on real patterns, but you decide what to investigate.
Traditional funnels are manual. You define the stages, guess the drop-offs, then build another dashboard to investigate. MindPalace discovers your business flows automatically from your data warehouse—and tells you exactly where and why entities are falling out.
Every business has flows: customers progress from signup to purchase to loyalty. Orders move from placed to shipped to delivered. Leads advance from qualified to closed. Flow Analysis discovers these journeys from your Cartographer metadata, identifies the biggest leak, and auto-drills into why. Cohort Analysis then asks: which groups of customers are succeeding through this flow, and which are failing?
Auto-discovered funnels. Biggest leak identified. Root cause explained.
6 entities, 14 segments, 8 temporal columns scanned
Signup → First Purchase → Repeat → Loyalty
Placed → Paid → Shipped → Delivered
Created → Qualified → Contacted → Won
Cartographer reads your warehouse metadata—entities, status columns, temporal fields, relationships—and suggests business process flows automatically. No manual funnel setup.
AI reads your Cartographer metadata and suggests business process flows—no manual funnel setup.
Automatically identifies the biggest drop-off and classifies severity: critical, warning, or healthy.
One click drills into the biggest leak using KPI Drilldown—get the 'why' without building anything.
Group entities by signup month, tier, or behavior—see retention heatmaps across time.
Compare metrics across groups: which customer segment has the highest lifetime value?
Cross-cut: run the same flow for different cohorts. See which group fails at which stage.
Auto-discovered funnels. Biggest leak identified. Root cause explained—under 15 seconds.
The foundation is built. The context graph is grounded. The map is alive. The next step: let you talk to it.
The Co-Pilot will bring conversational intelligence to your Decision Context Graph. Ask complex questions in natural language. Get contextual, data-backed answers grounded in everything Cartographer has learned about your business.
Built for human and AI agents alike. The context graph you build today will power the autonomous business operations of tomorrow.
"Why did revenue drop last week?" → Contextual, causal explanation
"Is our KPI structure MECE? What's missing?" → Structural validation
"What would happen if we raised prices 10%?" → Scenario simulation
MECE optimization suggestions
Automated strategic briefings
ENTERPRISE READY
MindPalace is built on a modern, robust architecture designed for the performance and security demands of enterprise data environments.
Python-powered analysis with scipy, statsmodels, pandas
P-values, confidence intervals, effect sizes—rigorous methods
React + TypeScript frontend
FastAPI Python backend
Supabase for auth/metadata
Claude AI for intelligence
THE DIFFERENCE
It's not just faster. It's a fundamentally different approach to understanding your business.
Traditional BI shows you what happened. Your Decision Context Graph shows you why—and what to do about it—in seconds, not weeks.
Ready to go deeper? Our team will walk you through every layer of MindPalace and show you how it maps to your specific data challenges.