These are real production systems and client deliverables — not concepts. They handle the paperwork, follow-ups, and digital chaos that eat a trades or SMB owner's week, so the time goes back to the job site and the work that actually makes money. Local-first, offline-capable, and owned outright.
Each of these replaced a recurring block of administrative work with a system the owner controls.
Multi-agent lead discovery and personalized outreach for local trades businesses.
Runs overnight prospecting that would take a person 10+ hours a week. You wake up to researched leads and drafted outreach waiting for a yes or no.
Voice-driven video field reporting. Say “Mark this.” and the report writes itself.
Turns an hour of end-of-day paperwork into zero. Techs record while they work and a professional PDF is ready before they leave the driveway.
Converts your existing trades PDFs into guided mobile capture templates.
Your current inspection sheets, estimates, invoices, and work orders become digital in hours instead of a months-long forms rebuild.
Rules plus ML engine that auto-codes accounting transactions with a full audit trail.
Cuts 8–10 hours of monthly transaction coding per book. Reviewers correct edge cases once and the system learns the pattern.
Manage a full WordPress + WooCommerce site through plain-English conversation.
Website and store operations without a retainer. Owners describe what they want changed and approve the draft.
Local AI file organizer that plans, proposes, and never permanently deletes.
Years of file chaos sorted in an afternoon, with zero risk of losing something that mattered.
Privacy pipelines, research crews, and knowledge systems that make the core products possible — and that stand on their own as client work.
Production image anonymization pipeline for large sensitive datasets.
Makes compliance work possible in-house instead of paying per-image to an outside processor.
A consulting crew that turns a folder of documents into client-ready deliverables.
Compresses a week of research and packaging into a single working session.
Multi-agent RAG chatbot grounded strictly in your own SOPs and documents.
New hires stop interrupting senior techs. Answers come from your documentation, with citations.
Batch pipeline that produces complete short-form video packages.
Content operations that used to consume a marketing hire, handled in batches on your own hardware.
Applied machine learning work that backs the products above.
Offline conversational language coaching with advanced pronunciation scoring.
Proof that serious AI can run fully offline on hardware you own.
Multimodal 3D CNN forecasting violent crime hotspot clusters one week ahead.
Demonstrates spatiotemporal modeling on messy, real-world public data.
Object detection for autonomous driving, loan default risk, employee turnover, music analysis.
Range across vision, tabular risk modeling, and audio — the fundamentals behind the products above.
Strip out the tooling and here is what these systems actually do for an owner.
Wake up to researched prospects and drafted outreach instead of a blank list and a cold-call block you keep pushing to next week.
Techs talk, the system builds the PDF. No end-of-day paperwork, no chasing people for photos.
The forms you already use become guided mobile capture — same fields, same logic, no retraining your crew.
Transactions get coded automatically with confidence scores. Every correction makes the next month faster.
Say what you want changed, review the draft, approve it. Backups and undo included. No monthly retainer.
Read-only scan, proposed plan, your approval. Nothing is ever permanently deleted.
Redaction and anonymization infrastructure running on your hardware, with per-item evidence for auditors.
Your SOPs, your manuals, your pricing — answered accurately with citations, not guessed at.
These systems exist because I build tools that respect how trades and small businesses actually operate. One-time builds, running on your hardware, with your data. If you're ready to own the technology you compete with, let's talk.
Tell us which admin bottleneck is costing you the most hours. We'll map what an owned system looks like.
