AI & Data Intelligence
Turn raw data into competitive advantage
We build autonomous AI agent systems that acquire, normalize, enrich, and score domain-specific data at scale. Our platforms don't just collect data — they reason over it, detect patterns, and surface actionable intelligence that would take teams of analysts weeks to produce manually.
Capabilities
Autonomous Data Agents
Self-operating agents that collect data from dozens of APIs, handle rate limiting, retry logic, and deduplication — running on cron schedules without human intervention.
Multi-Signal Scoring Engines
Weighted scoring models that combine 10-30 signals into composite scores, with configurable thresholds, tier classifications, and trend analysis.
RAG Pipelines
Production RAG systems with pgvector embeddings, cross-encoder reranking, semantic caching, and RAGAS evaluation — grounding AI responses in your domain data.
LLM Integration
Claude AI integration for enrichment triage, narrative generation, investment thesis writing, and natural language Q&A over structured datasets.
Predictive Analytics
Growth prediction models, trend detection, convergence scoring, and pattern classification — turning historical data into forward-looking intelligence.
Geospatial Intelligence
PostGIS spatial joins, Census TIGER/Line tract boundaries, satellite imagery processing (SST, chlorophyll, SSH), and GeoJSON API endpoints for map visualization.
Have a data challenge?
We've built intelligence platforms across real estate, marine science, outdoor recreation, infrastructure, and athletics. Tell us about your domain.