Your team built the Modern Data Stack. But you're still the 'human API'—answering the same questions, writing the same queries, cleaning up AI hallucinations. Cartographer automates the know-how of your data warehouse, so you can finally do what you were hired to do: drive strategic impact.
THE BOTTLENECK PROBLEM
In most organizations, the data team spends 80% of their time acting as 'human APIs'—answering repetitive questions about where data lives and what it means.
80% of your team's time goes to answering 'Where do I find X?' and 'How do I join X to Y?' You're not building value—you're directing traffic.
You spent months documenting the warehouse. It was outdated before you finished. Now nobody trusts it, and they just Slack you instead.
You gave them Looker/Tableau. Now you have 47 definitions of 'Revenue' and more tickets asking 'which number is right?' Self-service without governance is chaos.
You tried the new AI/BI tools. They make things up—wrong columns, impossible joins, inflated numbers. Without semantic grounding, AI is confidently wrong.
THE CARTOGRAPHER ENGINE
Cartographer goes beyond semantic layers—it discovers entities, relationships, and causality by analyzing how your data is actually used. The foundation for AI that doesn't hallucinate.
Cartographer Engine
Ready to scan
6 AI agents • 4 hours vs 4 months • Automatic semantic discovery
Beyond Semantic Layers
Cartographer builds a context graph by analyzing actual query logs—not just schema names. It discovers Entities, Measures, relationships, and causality based on how your data is actually used.
Stop Writing the Same Query
Because Cartographer maps relationships and cardinality (1:Many, Many:Many) automatically, the platform handles joins itself. No more writing 'Total Sales by Region' for the 100th time.
No More Hallucinations
The SQL Refiner uses Cartographer's context graph to ensure every column exists, every join is logical, and every aggregation follows your business rules. Validated, not hallucinated.
Find the Hidden Definitions
The Measure Scout finds 'de facto' metrics calculated in siloed spreadsheets across departments. Spot inconsistencies (Marketing vs Finance calculating 'Churn' differently) and standardize them.
THE 6-AGENT ARCHITECTURE
Each agent handles a specific aspect of discovery—entities, relationships, causality—working together to build your context graph in hours, not months.
Categorizes opaque table names into business objects
tbl_x72 → Customer Mapping
Extracts aggregation logic from historical query patterns
Discovers how 'Revenue' is actually calculated
Identifies golden joins and prevents fan-out errors
Stops inflated numbers from bad joins
Identifies correct timestamp columns across time zones
Ensures time-series accuracy
Flags statistically useful dimensions for slicing
Prevents garbage segments
Detects data rot and unused tables/columns
Helps clean zombie data
GOVERNANCE & OWNERSHIP
Stop managing metric definitions across spreadsheets, Jira tickets, and SQL comments. Manage the Business Logic Layer in one place.
Certify discovered measures. A 'Certified' badge appears on the Living Map, telling the org: 'Data Team has verified this SQL.'
Data team = Architects (quality/availability). Business = Metric Owners (performance). Clear accountability, no more blame games.
Grant access to 'Marketing Strategy Layer' without exposing raw tables. Node-level and branch-level visibility controls.
All aggregation happens in the Statistical Analyzer. Users see insights without touching sensitive row-level data.
TRADITIONAL BI vs MINDPALACE
Your Cartographer-powered context graph feeds directly into the Living Map. Business leaders can explore, drill down, and analyze—without asking you for help. That's the 80% reduction in ad-hoc requests.
Business users navigate the Living Map without SQL knowledge
KPI Drilldown generates insights using your blessed definitions
Deep Analysis runs statistical tests on your validated schema
Schema changes auto-update the Living Map—no manual sync
YOUR WORK → THEIR SELF-SERVICE
You build the context graph
Business explores without you
Drilldown
Analysis
Co-Pilot
80% fewer ad-hoc requests to your team
THE PLATFORM
Your context graph powers every intelligence capability. See how each part of the platform uses your work.
Your context graph, visualized for business self-service
Business users explore without asking you
Statistical rigor without manual SQL
Auto-discover flows, find leaks, compare cohort retention
AI grounded in YOUR context graph
THE ROI
Context Graph Built
vs 4 months manual modeling
Fewer Ad-Hoc Requests
Self-service actually works
Schema Change Detection
Living Map stays current
TECHNICAL DETAILS
MindPalace integrates with your existing stack, not against it.
Connects to Snowflake, BigQuery, Redshift, Azure SQL, PostgreSQL
Works alongside dbt, Looker—enhances your existing stack
Analyzes 5,000+ query logs to build your context graph
Statistical analysis powered by scipy, statsmodels, pandas
Role-based access control with audit logging
Your data never leaves your warehouse
INTEGRATES WITH YOUR DATA STACK
See how Cartographer can transform your data team from a service desk to the intelligence architects they were meant to be.