AI Forward-Deployed Engineering
Take one AI use case from idea to production.
4–8 weeks · contact us today for pricing
For teams that already know the workflow and need the surrounding system: evaluation, integration, controls, and operations.
Production AI is software engineering.
What we do
- Agents, RAG, model APIs, and tool calling — only where they earn their place
- Enterprise integrations, workflow orchestration, and identity
- Evaluation suites and verification, not vibe checks
- Observability, human approval, and security controls
- Deployment, inference optimization, and cost controls
- Knowledge transfer so your team can operate what we ship
What you leave with
- A production workload, not a notebook
- Source, infrastructure or configuration, and an evaluation suite
- Operating metrics and runbooks
- Architecture documentation and a 30/60/90-day roadmap
What this is not
- A proof that an LLM can perform a task in isolation
- A slideware architecture with no running system
- An engagement that ends at “the demo went well”
Related offerings
Talk to Us About Your AI Project
Tell us the workflow and the constraint. We will tell you whether this offering is the right shape — and what it would take.