AI-first company
AI-first, without the theatre
AI accelerates repeatable engineering work. People still decide what to build, evaluate the result and take responsibility.
What AI actually does here
Drafts boilerplate
A person reviews the output before it becomes part of a deliverable.
Drafts tests
A person reviews the output before it becomes part of a deliverable.
Flags security patterns for review
A person reviews the output before it becomes part of a deliverable.
Generates documentation
A person reviews the output before it becomes part of a deliverable.
Handles repetitive refactors
A person reviews the output before it becomes part of a deliverable.
What it does not do
Choose the product
Discovery and prioritization remain human decisions.
Hear the real problem
A model does not replace the conversation.
Own production details
People handle reviews, release constraints and accountability.
Take responsibility
Kollabit remains responsible for the agreed work.
AI is why it is faster. Judgement is why it works.
Your data and AI
We use business, enterprise or API tooling under the published Privacy Policy. Confidential, personally identifying case data and privileged material stay out of third-party AI tools; projects with regulated data are scoped around that requirement.
The stack
Claude
Used only where the approved project architecture requires it; listing does not imply endorsement.
OpenAI
Used only where the approved project architecture requires it; listing does not imply endorsement.
Cursor
Used only where the approved project architecture requires it; listing does not imply endorsement.
AWS
Used only where the approved project architecture requires it; listing does not imply endorsement.
Cloudflare
Used only where the approved project architecture requires it; listing does not imply endorsement.
Replit
Used only where the approved project architecture requires it; listing does not imply endorsement.
Stripe
Used only where the approved project architecture requires it; listing does not imply endorsement.
Vercel
Used only where the approved project architecture requires it; listing does not imply endorsement.