Services
What we build
Deep expertise in AI-powered data systems and production-grade applications. We've shipped 5 intelligence platforms — and we can build yours.
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.
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.
Full-Stack Development
From database to deployment
End-to-end application development across mobile, web, and backend — with deep expertise in geospatial data, real-time processing, and cloud infrastructure. We build production systems that handle millions of records and serve consumer-grade user experiences.
Cross-Platform Mobile & Web
Flutter applications that ship to iOS, Android, and web from a single codebase — with native performance and pixel-perfect UI.
API & Backend Engineering
FastAPI and Node.js backends with async processing, connection pooling, streaming responses, and horizontal scaling on cloud infrastructure.
Database Architecture
PostgreSQL with PostGIS for geospatial, pgvector for embeddings, server-side cursors for bulk processing, and migration-driven schema management.
Cloud Infrastructure
Deployment on GCP (Cloud Run, Cloud SQL, Firebase), OCI, or AWS — with Nginx reverse proxy, systemd services, cron automation, and CI/CD pipelines.
Real-Time Data Processing
Satellite imagery tile servers, live buoy data feeds, batch processing pipelines handling 800K+ records, and WebSocket-ready architectures.
Admin Dashboards
Multi-tab admin screens with paginated data views, batch operations, run history, enrichment coverage stats, and system health monitoring.