AI Consulting & Automation
Beyond demos.
Into production.
Enterprise AI optimization, workflow automation, and agent development. For organizations ready to move past the pilot phase and into systems that actually run.
What this covers
Production-grade AI, not prototypes.
Most AI projects fail not because the technology doesn't work, but because they were built without production constraints in mind. Demos pass. Deployments break. This engagement is for organizations that need AI to work in the real world — under real load, with real data, and maintained by real teams.
This includes enterprise AI optimization (improving models already in use), workflow automation with tools like n8n and Zapier, custom AI agent development, and full-stack AI system builds. The emphasis throughout is on implementation that transfers — documentation, training, and architecture decisions that let your team own the system after handoff.
- AI system architecture and implementation plan
- Production deployment with testing and validation
- Workflow automation build (n8n, Zapier, custom agents)
- Technical documentation and handoff materials
- Optional: ongoing advisory retainer post-launch
Right fit
Who this engagement is for.
- Organizations adopting AI who need implementation, not just strategy
- Teams with manual workflows that are ready to be automated
- Businesses whose AI projects have stalled at the prototype stage
- Founders who need a technical partner to own the AI layer
- Teams looking for ongoing model maintenance without a retainer
- Organizations that need 24/7 AI operations monitoring
- Projects where the problem scope isn't yet defined
The process
How the work gets done.
Problem definition
We identify the actual problem, not the assumed solution. Many AI projects fail because the question was wrong.
Architecture design
System design that accounts for production constraints — data pipelines, latency, cost, and security from the start.
Build and validate
Implementation with continuous validation against real outcomes. No "works in dev, breaks in prod."
Deploy and hand off
Production deployment with full documentation. You own what's built — not a black box you depend on me to operate.
Start the conversation
Ready to move beyond the pilot?
Book a 30-minute call to discuss your AI project. We'll scope the problem together before anything else happens.