Last login: Mon Apr 27 2026 on ttys000
daita@system:~$ ./welcome.sh
Production AI, shipped.
Not slideware.
We ship one working AI feature into your production stack within a quarter. Your team owns the code, the evals, and the runbook.
Going from chatbot to working agent is real engineering work, mapping workflows, wiring internal systems, building evals, deciding where humans stay in the loop, managing upgrades, change management. Most companies will hire for this. We embed alongside that owner, or stand in as one for a quarter.
daita@system:~$ ls -la ./offers/
total 3
daita@system:~$ cat ./why-fixed-scope.md
Why fixed scope and fixed price?
Hourly billing rewards drift. Fixed scope forces both sides to agree on what "done" means before we start. You know your bill on day one.
What if the work runs over?
On us. Scoping is our job. The price is the price.
What if requirements change mid-engagement?
Small changes get absorbed. Material scope changes trigger a written amendment and a new fixed quote.
Who owns the code?
You do. From day one. We commit to your repos, on your stack, under your license.
What about ongoing maintenance?
Not included. We hand off a runbook, eval harness, and observability so your team can run it. We will recommend follow-on work only if it genuinely needs us.
Why does production AI need a dedicated owner inside the company?
Going from chatbot to working agent is real engineering work, mapping workflows, wiring internal systems, building evals, deciding where humans stay in the loop, managing upgrades, change management. Most companies will hire for this. We embed alongside that owner, or stand in as one for a quarter.
daita@system:~$ ls -la ./work/
Daita engineering output: open-source tools, benchmarks, and 30+ technical posts. First named client engagement landing soon.
Browse work →Have a use case in mind? Book a 30-minute call.
Book a 30-min discovery call →