The AI
operations
lab.
We embed AI inside your systems — from agents tailored to your business, to AI negotiators and researchers. We replace the manual work no one wants to do.
- Make · Zapier · n8n
- Claude · OpenAI
- FastAPI · Python
- Supabase · Postgres · pgvector
- React · TypeScript
- Notion · Slack · Telegram
- Instagram Graph API
- WhatsApp Business API
Three ways we work.
Audits
One-week diagnostic. We map your workflow end-to-end, identify the steps an AI tool could own, and write a plan with cost estimates. Take the plan elsewhere if you want — that's fine.
Builds
We design, build, and deploy AI tools on top of your existing systems — Postgres, Notion, Slack, Telegram, whatever you run. The tool does the manual work; you keep the data.
Support
We pair-program with your engineers so they can keep building after we leave. Three months of support included. No ongoing license, no SaaS lock-in — the tool is yours.
What we've shipped recently.
Cutting four hours of DM triage to seconds.
Dapper, a dating-management business, was burning four hours a day triaging Instagram DMs and Telegram messages into Notion CRM. We shipped an agent that did it in seconds.
The agent reads Instagram + Telegram history, queries Notion-mirrored CRM data, and writes updates back to live Notion pages and Instagram DM. Operators chat with it like a teammate.
Read the full case study
Automating car purchase negotiations from Facebook Ads.
Carvallo Motors receives car offers through Facebook Ads. We built an agent pipeline that verifies pricing, requests missing info via WhatsApp, then hands off to a negotiator agent that tries to buy each car at the minimum price.
The pipeline reads Facebook Ads form submissions via Make, routes them through a Claude-powered investigator that checks pricing and completeness, follows up over WhatsApp Business API, then activates a negotiator agent the following day to close the deal.
We don't sell SaaS. We don't keep your data. We don't keep you on a retainer.
We ship the tool, we train your engineers, and we leave. The agent runs inside your stack, on your data, with your auth. You own it the day we hand it over — including the prompts, the evals, and the deploy scripts.
AI doesn't replace your operations. It grows roots through them.
Start an engagement