Use cases
AI use cases, each with a live demo
Every use case below answers a real business problem and links to a working demo you can run in your browser, most with no sign-up and no API key. They mirror the systems I ship in production. Start with the problem you have, run the demo, then get in touch if you want it built properly.
Finance & AP automation
Extract data from invoices with AI
81% lower invoice processing cost reported with AI extraction (industry)
Run the live demo →Retrieval & RAG
Build a RAG chatbot on your own documents
92% accuracy on an enterprise legal Q&A system I built with multi-stage verification
Run the live demo →Trust & safety
Reduce AI hallucinations in production
92% accuracy held on an enterprise Q&A system using multi-stage verification
Run the live demo →Legal
AI contract review: extract clauses, risks and deadlines
92% accuracy on the enterprise legal Q&A system I architected
Run the live demo →Finance & compliance
Automate KYC document extraction with AI
10-15% of headcount that banks put on KYC and AML work today
Run the live demo →Security & compliance
Redact PII and PHI before it reaches an LLM
Aug 2026 EU AI Act high-risk obligations take effect, raising the compliance bar
Run the live demo →Healthcare
Generate SOAP notes from consultation transcripts
$600M spent on ambient clinical scribes in 2025, the first breakout clinical AI use case
Run the live demo →Retrieval & search
Semantic search over your documents
Meaning matches on intent, not shared keywords
Run the live demo →Insurance
Automate insurance claim intake with AI
50-75% faster claims handling reported with AI assistance
Run the live demo →Customer experience
Automate customer support with grounded AI
~41% real resolution median, versus the 76-80% deflection often marketed
Run the live demo →E-commerce & operations
An AI agent for inventory, orders and e-commerce operations
Acts checks stock, places orders and routes, not just answers
Run the live demo →