Make your data work. Then make it think.

We're a data-first AI studio. First we fix the data layer your business runs on — warehouse, pipelines, one source of truth. Then we build on top of it: custom AI agents, end-to-end workflow automation, and live dashboards. For founders, we also build AI product MVPs on the same agent factory. One team from "where should we use AI?" to a system running in production.

Big consultancies sell months of discovery and layers of managers; we ship a working prototype in 48 hours and you work directly with the people building. Bad data breaks bots — chatbot agencies learn that after launch. We're data engineers first: we fix the data layer, then automate on top of it.

It's our starting assumption. Most clients arrive with numbers spread across spreadsheets, tools, and inboxes — which is exactly why automation hasn't worked for them yet. Fixing that layer is phase one of every project: consolidate, clean, connect. Then the agents and automations sit on data they can trust. If your data were already perfect, you'd only need half of us.

Small and mid-size businesses worldwide — e-commerce and D2C, professional services, clinics, real estate, manufacturing, logistics. If your team is drowning in repetitive work or your numbers live in ten spreadsheets, you're our kind of client. Plus founders building AI products — see the MVP question below.

Every project is scoped and quoted after the free audit — once we understand your workflows, data, and scope. You approve the quote before work starts, and if the scope changes we re-quote openly — no hourly meters, no surprise invoices. Retainers are monthly, optional, and cancellable any month.

48 hours from kickoff you'll see a working prototype of the core workflow. Focused automations go live in 1–3 weeks; larger platforms in 2–6 weeks. You get a demo every week.

Yes. Our agent factory — the same agents, pipelines, and data models we run for client automations — turns your product idea into a working MVP in 2–6 weeks, scoped and quoted upfront. We start with the data model so it scales past the demo, and you own all the code from day one. Ideal for founders who need something real in front of users and investors, fast.

Every build ships with documentation and a full handover — you own the code and the data, no lock-in. Most clients choose a monthly retainer for monitoring and new automations, but it's optional and cancellable any month.

Claude and OpenAI models (plus open-source LLMs where they fit), Python and TypeScript, n8n for orchestration, Postgres/Supabase, Databricks for enterprise-scale data platforms, modern BI for dashboards, deployed on AWS or Vercel. We integrate with what you already use — WhatsApp Business, Zoho, Tally, Salesforce, HubSpot, Shopify, custom ERPs.

Book a free 30-minute AI audit. We map your workflows and where your data lives, rank the 2–3 highest-ROI automation opportunities, and send you a written summary — including an honest read on whether your data is ready for them. Useful whether or not you hire us. If we're a fit, a proposal follows within 48 hours and work starts within a week.