MVP System Build
Build and deploy a production-grade AI system — like a RAG assistant, call-to-ticket pipeline, or onboarding bot. Architected clean, integrated with your data, and shipped fast.
Real Data Integration
Securely ingest and normalize data from APIs, CRMs, or internal sources
LLM or Automation Core
Use RAG, summarization, routing, or classification — tailored to your ops
Interface Layer
Slack bot, API endpoint, or web UI for humans-in-the-loop
Monitoring + Retraining
Ship with basic observability and metrics + fine-tuning options
Mobile or Internal Tool
Can be built as a mobile-first tool or integrated into your current stack
Who It’s For:
Teams who’ve already mapped out their automation goals and want a real system shipped — no vaporware, no overengineering. Ideal for legal, logistics, SaaS, and internal ops teams who need something real, fast.
Example Outcome:
One field service ops team cut manual dispatch by 80% with a voice-to-ticket system. Another team launched an AI knowledge assistant for onboarding and saved 10+ hours per new hire.
Timeframe
2–4 weeks
Format
Async Slack + 1x weekly check-in
Investment
$15,000 – $45,000
Deliverables
Working AI system with real data, interface, and monitoring
MVP System Build: Frequently Asked Questions
Ready to automate the ops work that’s slowing you down?
I’ll help you identify the right AI system, map the architecture, and either build it or integrate it with what you already use. Most of my clients save hundreds of hours a year with just one system.