What I build
Prototype fast, ship to production. Every system comes with docs, monitoring, and no vendor lock-in.
AI Agents & Automation
Someone on your team is making the same judgment calls 50 times a day. Triaging tickets, qualifying leads, processing invoices, routing approvals. They've been asking for help since last quarter.
Agents that handle the repetitive decisions. With evals and monitoring so you know they're getting it right.
- → Agents that coordinate across tasks and tools
- → Internal ops: IT, HR, finance workflows
- → Customer-facing: onboarding, support, product
- → Connects to Slack, email, CRMs, internal tools
- → Human-in-the-loop when confidence is low
- → Evaluation and monitoring from day one
RAG & Knowledge Systems
Your analysts spend days compiling what should take minutes. The answers are buried across reports, filings, and docs nobody reads twice.
- → Handles PDFs, docs, wikis, Confluence, SharePoint
- → High-accuracy retrieval across your full document library
- → Pulls structured data from reports, filings, and compliance docs
- → Source citation on every answer
- → Accuracy tracking so you know when quality drifts
AI Automation & Data Enrichment
Half your CRM is incomplete. You're managing credits, failed lookups, and quarterly data fire drills. Or doing it by hand, one record at a time.
- → Live web intelligence, not stale database lookups
- → CRM integrations (Salesforce, HubSpot)
- → ICP scoring with reasoning, not just numbers
- → Runs automatically on your schedule
- → 10,000 records included, no credit system
AI Strategy & Use Case Identification
Everyone in the company has an AI idea. None of them have been evaluated. Your vendor is selling you their tool, not the right tool.
- → Identify which AI use cases actually move the needle
- → Build vs buy analysis with honest cost estimates
- → Independent vendor and tool evaluation
- → Feasibility check against your current stack and team
- → Roadmap with realistic timelines