AI Automation
We design AI systems that read documents, triage requests, draft responses and act inside your existing tools, with human review where it matters and clear audit trails everywhere else.
Intake
Email, forms, APIs
Understand
LLM agent
Extract
Structured data
Act
ERP, CRM, tickets
Uncertain cases go to a person for review, with a full audit trail.
- Azure OpenAI
- Semantic Kernel
- Python
- Vector search






