Service
Agentic systems
Tool-calling agents that are orchestrated, evaluated, and benchmarked — not vibes.
Orchestration and tool-calling with the framework chosen for your use case, plus the evaluation and observability that tell you it actually completes the task — not just that it ran.
What's included
- Orchestration + tool-calling design for your use case
- Framework selection benchmarked against your constraints
- ReAct / multi-step flows with caching for fast responses
- Eval harness for task completion, not just token counts
- Cost & latency observability per task
Proof
Groq ReAct orchestration with real solver tools and circuit breakers, sub-5s with caching.
Trust, process & timelines
How do you handle our trade secrets and sensitive data?
Default to keeping data inside your boundary: VPC/on-prem deployments, no-training terms, private endpoints, and protected-branch workflows. The whole point of the Bedrock/VPC and self-hosted-embedding patterns is that sensitive code and documents never leave your control.
What are typical timelines?
An audit is ~2 weeks, a PoC sprint 2–4 weeks, and a RAG or computer-vision build 4–8 weeks depending on scope. Every fixed quote is anchored to a locked scope and a short discovery step — scope creep is what blows fixed prices.
What happens after launch?
You get the system, the eval harness and the documentation to run it. I can stay on as a fractional architect for ongoing direction and reviews, or hand over cleanly — your choice, not a lock-in.
Need agentic systems in production?
Book a 15-minute call and we'll scope it properly.