Solve Problems with AI
You have a specific business problem — manual processes eating hours, data locked in documents, decisions made on gut feel. We build custom AI systems that solve it.
Document Intelligence & Data Extraction
Our AI reads what humans skim. We build systems that extract structured data from contracts, invoices, RFPs, regulatory filings, and unstructured emails — turning document chaos into actionable, queryable information with confidence scoring on every extraction.
Hey, need pricing on 12 ALPHA couplings 8" DI, 6 service saddles 8x2 IP, and 4 tapping sleeves 12". Ship to Portland warehouse. Thanks, John
Media Monitoring & Deep Research Platforms
We build multi-source synthesis engines that combine LLMs with structured databases, news APIs, SEC filings, and social signals to produce verified, cited research — automatically. Your team gets morning briefings, real-time alerts, and sentiment analysis without touching a browser.
Private LLM Deployments & Compliance Automation
Enterprise AI that never leaves your infrastructure. We deploy private LLMs on-premise or in your VPC — your data, your rules, your audit trail. Every deployment includes compliance automation with regulatory checks, policy enforcement, and automated documentation.
AI-Powered Estimation & Cost Intelligence
Historical data analysis meets AI reasoning. We build estimation engines that learn from your past projects, bids, and transactions to produce accurate cost predictions with explainable outputs — so your team can trust and defend the numbers.
| Category | Estimate | Confidence |
|---|---|---|
| Structural | $142,000 | 94% |
| Electrical | $87,500 | 91% |
| HVAC | $63,200 | 88% |
| Finishing | $45,800 | 92% |
| Total | $338,500 | Based on 47 similar projects |
Ready to Solve a Business Problem?
Tell us about your challenge. We'll tell you honestly whether AI is the right approach — and what it would take to build it.