Machine Learning & Computer Vision
Custom models where off-the-shelf AI stops: demand forecasting, quality inspection, document extraction, image and video analysis. We take it from data audit to a deployed model with monitoring — not a notebook that never ships.
Free audit first. No deck — just the plan.
The scope
- Data readiness audit
- Model development + validation
- Computer vision pipelines (detection, OCR, inspection)
- Deployment to cloud or edge
- Drift monitoring + retraining plan
- Documentation and handoff
The process
AI Audit
Free, 30-minute audit. We map your current operations, identify automation wins, and ship a 90-day deployment plan.
Agent design
We design agents around your existing tools — GHL, ClickUp, Gmail, Stripe, Shopify, whatever you already pay for. No platform switch required.
Deploy + Manage
We build the system AND run it ongoing. Daily monitoring, weekly performance reports, monthly improvement cycles.
Human escalation
Agents escalate to humans only when needed. Everything else happens autonomously, with full audit trails.
Project engagement
This is a scoped engagement: defined deliverables, milestone billing, and a finish line. You own everything we build.
The AI system
Your back office, running 24/7. Every machine learning & computer vision engagement runs on this operating system — see the full problem, approach, and deliverables.
Explore the system