AIIQ — The Intelligence Engine
One platform. Any domain.
AIIQ is the AI runtime engine that turns raw data into intelligent products. Autonomous agents, scoring engines, LLM gateway, RAG pipeline, and production APIs — all in one framework. Plug in your data sources. Get an IQ product.
6M+
Records Processed
52
Autonomous Agents
40+
API Sources
5
Products Shipped
The Platform
One engine. Any domain.
AIIQ is the runtime brain that powers every IQ product. Plug in your data sources and get an intelligent platform — agents, scoring, LLM, and APIs — in weeks, not months.
AIIQ Runtime Engine
The brain behind every IQ product
AIIQ is a domain-agnostic intelligence framework. It provides autonomous data acquisition agents, a multi-provider LLM gateway (Claude + Ollama), RAG pipeline with pgvector, PostGIS spatial engine, composite scoring architecture, and production-ready consumer APIs. Give it a domain and data sources — it builds the intelligent product.
52
Agent Tools
6M+
Records
40+
API Sources
9
Live Products
52
Tools
6M+
Records
40+
Sources
9
Products
Agent Framework
Autonomous data acquisition agents with async ingestion, rate limiting, and ON CONFLICT upsert
LLM Gateway
Multi-provider (Claude, Ollama) — hot-swappable, tool-use loop, cost tracking
RAG Pipeline
pgvector HNSW embeddings, cross-encoder reranking, semantic cache
PostGIS Engine
Spatial joins, proximity queries, polygon containment — 843K+ geometries
Scoring Engines
Domain-specific composite scoring with weighted signals and tier classification
Consumer APIs
Production-ready endpoints with auth, rate limiting, and caching per domain
Built on AIIQ
Every IQ product, one engine
Each product is a vertical built on the AIIQ platform — same agent framework, same scoring architecture, same LLM gateway. Different data, different domain, same brain.
LandIQ
Property Intelligence Platform
AI-powered property intelligence that identifies development and redevelopment opportunities across entire counties. Autonomous agents collect parcel data, county appraisals, permits, code enforcement, demographics, flood zones, and environmental data — then score every parcel on 28 signals to surface the best investment targets.
843K
Parcels Analyzed
935
Growth-Scored Tracts
FishingIQ
Offshore Fishing Intelligence
The most comprehensive saltwater fishing intelligence platform — combining real-time oceanographic data, satellite imagery, historical catch records, and AI analysis to tell anglers exactly where and when to fish. Daily SST thermal breaks, SSH eddies, chlorophyll fronts, convergence zones, tides, sargassum tracking, and species-specific scoring.
13
Active Regions
14
Data Sources
CampgroundIQ
Outdoor Hospitality Data
Comprehensive outdoor hospitality dataset built from 12 distinct API sources. Discovers, deduplicates, and enriches campground records across federal, state, and private lands — including zoning-based discovery of undocumented camping opportunities.
9,260+
Campground Records
12
API Sources
MapIQ
Route Intelligence
Infrastructure and route intelligence platform that aggregates bridge conditions, active construction zones, fuel stations, rest areas, and real-time road conditions from federal and state DOT sources.
800K+
Infrastructure Records
10
Data Tables
AthleticsIQ
NCAA Roster Expansion Explorer
Evidence-grounded analysis tool for legislators examining NCAA roster expansion policies. Uses RAG (Retrieval-Augmented Generation) with a curated evidence store of policy documents, research papers, and compliance guides — with 8 guardrails ensuring factual, citation-backed responses.
18
Evidence Documents
30
Embedded Chunks
CooperAI
Enterprise RAG Platform
Self-hosted, self-improving enterprise RAG platform that autonomously crawls, classifies, and learns from technical documentation across 17 technology domains. A 6-layer ML pipeline — intent classification, semantic cache, pgvector retrieval, cross-encoder reranking, and Claude-powered generation — with an autonomous overnight agent that discovers and ingests new sources every night.
1,121
Documents Indexed
8,776
Embeddings
CigarIQ
Regulated DTC Cigar Commerce
Multi-tenant, compliance-first direct-to-consumer premium cigar e-commerce platform. The compliance engine encodes tobacco shipping and excise tax rules for every US state — shippability, excise formulas, product restrictions, and licensing requirements — as pure deterministic code. No LLM ever makes a compliance decision. Includes a personal cigar journal, blend-line catalog, and pgvector-powered recommendations.
51
State Rules
5
Blend Lines
MediaIQ
AI Video Production
AI video production SaaS that turns brand assets, property photos, and logos into professional branded video content. Customers select templates, configure scenes with dialogue, and receive polished videos — no prompt writing required. Kling AI generates each scene, FFmpeg handles stitching with crossfade transitions and logo overlays, and a character-consistency pipeline extracts reference frames to maintain visual continuity across scenes.
4
AI Models
20+
API Endpoints
RaceIQ
NASCAR Analytics Platform
AI-powered NASCAR analytics platform built for Cup and Xfinity teams. Pre-race strategy playbooks with Track DNA fingerprinting, live Monte Carlo pit strategy simulation (500 iterations per timing tick), caution forecasting, and post-race accuracy grading. Analyzes 517 real historical races across 42 tracks to deliver data-driven crew chief calls — PIT NOW, STAY OUT, or RUN TO FUEL.
517
Historical Races
42
Tracks Profiled
What We Build
Two core competencies, one team
Deep expertise in AI-powered data systems and production-grade full-stack applications.
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.
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.
Ready to build your intelligence platform?
Whether you need a domain-specific data product, an AI-powered analytics system, or a production-grade application — we've built it before and we can build it for you.