What we deliver
Tool use & function calling
Agents that read your inbox, update your CRM, query databases, post content, and run reports — actions, not just answers. Built on the Claude Agent SDK or OpenAI Assistants.
Per-team isolation
Each team gets a scoped deployment with its own credentials, vector store, and audit trail. Sales agents can't see finance data unless you say so.
Human-in-the-loop approvals
Sensitive actions — sending money, signing contracts, deleting records — pause for human approval via Slack, email, or your existing review queue before executing.
Model choice & benchmarking
Claude Sonnet/Opus, GPT-4/5, or open-source via Ollama / vLLM. We benchmark candidates on your real tasks and pick the right tradeoff between cost, latency, and capability.
Observability built in
Full trace logging via Langfuse / LangSmith / OpenTelemetry. Every prompt, tool call, and decision is reviewable, replayable, and exportable to your data warehouse.
Ready to get started?
Let's discuss how we can help transform your business.