Production-ready AI agents that handle real workflows — customer support, internal research, sales operations — without the demo-day hand-waving. Built with reliable orchestration, observable behavior, and human-in-the-loop guardrails.
Most AI agent demos collapse the moment they meet production realities: rate limits, edge cases, hallucinations, and the cost of wrong answers. We build agents the boring way — explicit tool definitions, structured outputs, retry logic, evaluation harnesses, and clear ownership boundaries between the agent and the human.
Discuss your project ↗Every engagement gets shaped to fit, but these are the building blocks we rely on.
Multi-step agents for research, drafting, data lookup, and routine operational tasks. Tool-calling done with idempotency and observability built in.
Tier-1 support agents trained on your knowledge base, with clear escalation rules and conversation logging that keeps your team in the loop.
Q&A across your wiki, Slack archive, Notion, and policy documents. Cited answers, never invented sources.
Automated test suites that catch regression when you swap models or tune prompts. Confidence to ship updates without breaking production.
Token budgets per conversation, model routing for cost-appropriate complexity, and dashboards that surface spend before it surprises you.
Workflows where the agent drafts and a human approves. Faster than manual, safer than fully autonomous, suitable for high-stakes use cases.
Two decades of engineering practice, sharpened by the realities of production AI.
We treat agents like distributed systems — retries, circuit breakers, dead-letter queues. Not Jupyter notebooks shipped to staging.
Every step logged, every tool call traceable, every cost attributable. You see what the agent did, not just what it produced.
We tell you when an agent isn't the right tool. A scripted workflow often beats an LLM at lower cost and higher reliability.
Test sets, regression checks, and red-team scenarios run in CI. Model swaps don't ship without passing the suite.
Let's discuss how this fits your business. We reply within one working day.
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