Services / AI Feature Launch
AI Feature Launch
An AI feature built into your product and live with real users.
I build the feature into your product properly: the UI, the backend, testing for bad answers, guardrails, and cost tracking. Then I ship it and watch how people use it.
What it looks like
example · smart search launch
PR #318 · smart search for candidates
+import { smartSearch } from "@/lib/ai/search";
-const results = await db.candidates.where(filters);
+const results = query.length > 3
+ ? await smartSearch(query, { orgId, limit: 20 })
+ : await db.candidates.where(filters);
+track("search", { mode: "smart", ms });
Checks · your repo, your process
- ✓Types and lint
- ✓Unit tests (42)
- ✓Preview deployed
- ✓Approved by your tech lead
merged · week 3 of 5
Deliverables
What you get
- Scope, success metrics and a fixed quote before work starts
- Frontend and backend built into your existing stack
- Tests for answer quality, plus guardrails for bad output
- Cost and usage monitoring
- Launch, then two weeks of fixes and tuning
Process
How it works
- 01
Scope
A short paid discovery, or a finished AI Prototype, turns into a fixed quote with clear boundaries.
- 02
Build
Weekly demos on a preview link. You see progress, not status updates.
- 03
Launch
Released behind a flag, measured against the agreed metrics, then rolled out.
Fit
Who it's for
- Startups with an AI feature on the roadmap and no one free to build it
- Teams who tried a quick version and need it production-ready
- Companies running React, Next.js or Node who want the feature in their own codebase
Terms
Good to know
- Fixed price agreed before work starts
- Larger scopes are split into phases
- Model, API and hosting costs are separate
- Paid in three milestones
FAQ
Common questions
Talk it through first.
30 minutes on what you want to build and whether this is the right fit. If it isn't, I'll say so.
Book a callNext offer
Embedded AI Engineer
€6,000 / month · 2 days a week · 3-month minimum
View details