How long does an AI agent take to build?
POC in 2–3 weeks, MVP in 4–8 weeks. The first agent always takes longest; by the third, the patterns are reusable and we move 3–5× faster.
Which models do you use?
Claude Sonnet/Opus as default, GPT-class when needed, Gemini for high-volume cheap tasks. We pick per use case — you're not locked to one vendor.
Can you work with our existing stack?
Yes. We integrate with HubSpot, Salesforce, Slack, Notion, your internal APIs. n8n is our default glue layer.
Do you host the agents?
On request — n8n Cloud (managed), Vercel, or your AWS. Or we hand over and you run it. Productized monthlies are fully managed by us.
What's your eval methodology?
Custom eval set per agent, 100+ inputs, regression-tested before every deploy. Langfuse for production observability. We don't ship blind.