Example solutions we architect
A set of representative engagements that show how we frame problems, design systems, and engineer them for production. They are written to communicate approach, not to impress with logos.
Internal Knowledge Platform for Operational Teams
B2B SaaS Company
A grounded internal knowledge assistant that answers operational questions from documentation, tickets, and policies — with citations and access control.
Technology
- OpenAI & Anthropic models
- PostgreSQL + pgvector
- Hybrid retrieval (vector + BM25)
- Reranker
Tier-1 Support Automation with Human Handoff
E-commerce Platform
An automated tier-1 support system that resolves common requests and escalates low-confidence cases to humans with full context.
Technology
- LLM classification & drafting
- Tool integration (CRM, order API)
- Confidence scoring
- Human-in-the-loop console
AI Red Team Engagement for an Agent Platform
Fintech Platform
A structured red team engagement that found prompt injection paths, excessive agent permissions, and retrieval exposure before launch.
Technology
- Adversarial prompt suite
- Agent permission probing
- Retrieval poisoning tests
- Tool abuse simulation
Document Intelligence for Operations
Logistics Company
An automated document processing pipeline that extracts, validates, and routes structured data from high-volume operational documents.
Technology
- Vision + LLM extraction
- Structured output validation
- Rules engine for validation
- Human review console
Want a system like one of these?
Each example above is shaped around a real class of problem. If you recognize your situation in one of them, send us a note — we can scope a similar engagement around your data and your systems.