Turn duct-taped chaos into context-engineered systems founders can trust
I build AI backbones that survive Monday morning chaos. No more brittle Zapier chains or vibe-coded hacks — just reliable, adoption-ready systems that give you freedom to grow.
Context → Clarity → Adoption
The backbone of AI is context
Stop building on duct tape. Start engineering systems that actually work when you need them most.
Duct-Taped Chaos
- Zapier chains that break at 2 AM
- Silent failures with zero visibility
- Brittle handoffs between tools
- Vibe-coded prompts that drift over time
- Context lost at every integration point
Context-Engineered Backbone
- Monitored flows with retry logic
- Context that survives handoffs
- Adoption-tested workflows
- Reliable patterns, not prompt hacks
- Systems that scale with your growth
Services & Revenue Ladder
From quick diagnostics to done-with-you builds — engineered for founders who want adoption, not theater.
AI Ops Diagnostic
90-min call + 1-week blueprint mapping your chaos → context → rollout plan.
- Current workflow audit
- Context failure point mapping
- Priority improvement roadmap
- Adoption readiness score
Pilot Sprint
2–4 week build to engineer one durable outcome (e.g., cut lead-to-demo time 50%).
- Single workflow transformation
- Monitoring & retry logic
- Context preservation patterns
- Adoption validation testing
Done-With-You Build
6–8 weeks building your full AI backbone with guardrails + adoption plan.
- Complete system architecture
- Multi-workflow integration
- Comprehensive monitoring
- Team adoption training
AI Ops Co-Pilot
Continuous iteration, monitoring, and new builds as your startup scales.
- Monthly optimization reviews
- New workflow development
- Performance monitoring
- Scaling preparation