Behind your next releaseOur capabilities

AI in production

AI in your product, taken to production — with scoped permissions, approval gates, evals and a token budget you can see.

Part of the team that takes over, improves and runs your product. Explore scope & budget →

Talk about your app See the work

Inside the workConnect

Your workflowIn focus

Human reviewConnected

Your systemsConnected

A useful role for AIStart from the real workflow.

InputReviewAction

Bounded access · agreed checks · visible exceptions

Illustrative workflow · not a live client dashboard

What you get

Permissions before capability: what it may touch, and what needs a human to approve.
Audited actions: what the system did, when, and on whose behalf.
Measured cost per task — model spend, retries, and the human time spent checking output.
Humans on the exceptions: the non-routine cases stay with your team.
We say no when a rule, a form or a fixed integration would beat a model.

ProofWhere we did it

Work that shows it.

01Vehicle import operations

WAH AI system

Internal platform on company data, with approval gates · Built and run

WAH’s internal AI operations system: isolated backends per department, approval gates on every outbound action, read-only access to production data.

Claude
Node.js
MCP
Speech-to-text
systemd

02Automotive retail

Dilizy DMS

Dealer management platform (web) · Built and run together with its founders

A dealer platform taking subscription payments: stock, CRM, documents and multi-channel publishing, with its own instance for every dealer.

Laravel
PHP
Inertia
Vue 3
TypeScript

03Used-car inspection

Qovo

Inspection marketplace: buyer and inspector apps · Taken over, frontend rebuilt, run

A used-car inspection marketplace we took over after Builder.ai went insolvent in 2025: frontend rewritten from scratch, backend kept and extended, split payouts through Stripe Connect.

Flutter
MobX
GoRouter
Dio
Hive

Go deeper

Next step

Show us what you have and what you need next. We will agree the right starting point together.

Talk about your app[email protected]

A free 30-minute call to understand your product and agree the next step.