Use cases
Start with a job the business can measure
Each pattern connects an operating problem to a bounded workflow, measurable outcome, required controls, and the services that make it production-ready.
Voice operations
AI call answering, qualification, and booking
Answer routine inbound calls, capture a complete brief, apply booking rules, update the CRM, and hand consequential or uncertain conversations to a person.
Document operations
Intelligent document processing
Classify files, extract structured fields, validate business rules, and route exceptions across Azure, AWS, or Google Cloud.
Company knowledge
Enterprise search and grounded RAG
Give teams permission-aware answers grounded in approved company content, with citations, freshness controls, and measurable retrieval quality.
Reliable AI delivery
AI quality evaluation and release gates
Turn business tasks, edge cases, and policy requirements into repeatable evaluations, traces, thresholds, and release decisions.
Operate after launch
Managed AI and automation operations
Monitor quality, incidents, cost, integrations, and change across production AI and automation workflows with accountable ownership.
Data & integration
Data foundations and integration for AI
Connect governed operational and analytical data to AI workflows through reliable ELT, APIs, semantic models, and ownership controls.