AI systems shipped to production
A sample of AI Crafters work across insurance, retail analytics, fintech, M&A software, and home services. Each system is grounded in the client data and workflow it needs to serve.
Production pattern
Margin + customer experience
AI Agent for Insurance Claim Settlements
Health and medical insurer
~70% lower handling time
The agent reads the same material a human adjuster receives, follows the insurer procedure, and returns the payout recommendation.
Growth + new recurring revenue
AI Q&A Layer over Business Intelligence
US retail-analytics / BI SaaS vendor
New recurring-revenue module
Users ask business questions in plain language and receive precise answers and charts from the existing structured data model.
Margin + growth
AI Voice Agent for Vendor Bank Account Verification
Fintech payment-security provider
New markets, no local callers
The voice agent runs sensitive callback controls consistently and at lower cost per call, unlocking market expansion.
Growth + sales conversion
AI Inspection-to-Report for Field Sales
Home-services contractor for attic and crawl-space work
5 minutes to a clean report
Inspectors capture video and voice findings on site, and the AI creates a signed-ready scope of work.
Advisory + AI architecture
AI CIM Generator for M&A Advisory
Legacy AI, platform for business brokers and M&A advisors
From days to hours
We consulted on and helped build the next-generation architecture for Legacy AI flagship CIM generator, inside their product team.