Service · 02Core
Custom AI Agent Development
An AI agent that ships to production is not a wrapper around a chat API. It's a system with retrieval, tool-calling, error recovery, escalation paths, eval harnesses, cost ceilings, and guardrails. We design all of it. We use the model that fits the task — Claude Opus 4.5 for hard reasoning, Sonnet for high-throughput, fine-tuned OSS for cost-sensitive paths — and we benchmark against your data, not vibes.
Capabilities
Reasoning
Claude, GPT, OSS, fine-tuned blends
Knowledge
RAG, structured + unstructured
Tools
Your APIs, scoped and validated
Evals
Offline suites + online scoring
What you get
- Working agent in production
- Eval harness with golden test sets
- Cost & latency monitoring with budgets
- Guardrails and escalation playbooks
- Documentation and handoff to your team
Ideal for
- Teams evaluating AI for specific workflows
- Companies with proprietary data + clear use case
- Operators ready to deploy, not prototype
FAQ
Frequently asked questions
- 01Which model do you use?
- Whatever fits the task. Claude Opus 4.5 for hard reasoning, Sonnet for high-throughput, fine-tuned OSS for cost-sensitive paths. We benchmark against your data, not vibes.
- 02How do you prevent hallucinations?
- Grounding, citation, structured outputs, and offline + online eval. We ship evals before agents.
- 03What does an agent engagement cost?
- An Architecture Sprint is ~$25k. A full agent in production is $100k–$300k depending on scope.
Ready when you are
Tell us what you're building.
A 30-minute conversation with a senior engineer. No sales motion, no commitment.