vibencode
An AI consulting & engineering practice Building it got cheap. Running it didn’t. Building it got cheap. Running it didn’t.

WHAT IF.YOU SAY. HOW TO.WE BUILD.

“The demo works. It never ships.”

A retrieval assistant over your ticket history and product docs, answering with citations, measured on a set of real tickets, and handing to a person the moment it is not sure.

See the service ↗

You’ve already built it. We make it something you can run. Strategy, applied research and hands-on engineering for GenAI, agent orchestration and sovereign AI.

Find your starting point
02 / What you can hire us for

Less AI theatre.
More actual work.

Six sentences we actually hear, from people who already have something half-running. Pick the one you are standing in.

01 / GenAI implementation

Beyond the demo.
Into your business.

We build GenAI applications and workflows connected to your data, tools, and users: from retrieval-based assistants to integrated business capabilities.

What we hear

“The demo works. It never ships.”

What it becomes

A retrieval assistant over your ticket history and product docs, answering with citations, measured on a set of real tickets, and handing to a person the moment it is not sure.

What an engagement can deliver
  • Solution architecture
  • Working implementation
  • Evaluation & deployment plan
Discuss an implementation
Sectors
Financial servicesInsuranceHealthcareManufacturingLogisticsRetailPublic sectorTelecomEnergyLegalProfessional servicesEducationFinancial servicesInsuranceHealthcareManufacturingLogisticsRetailPublic sectorTelecomEnergyLegalProfessional servicesEducation
03 / From a question to a capability

We don’t stop
at “it works.”

We ask whether it works for your users, fits your constraints, and can still be operated by your team two years from now.

One brief, getting more precise01 / 04

Speed up contract review, specifically, the third-party paper your legal team reads line by line, tested against two years of executed contracts before anything is built, flagged by clause and risk with the source passage cited, and a lawyer approving anything non-standard, running inside your tenancy, documented, and owned by your legal ops team.

Frame it.

Define the problem, the people involved, and what a useful result looks like.

Challenge it.

Test assumptions with focused research, representative tasks, and purposeful prototypes.

Engineer it.

Build the integrations, controls, evaluation, and failure handling around the capability.

Make it yours.

Deployment, documentation, knowledge transfer, and a team that understands what it now owns.

Creative where exploration helps. Exacting where implementation demands it.
04 / How to work with us

Hire the thinking.
Hire the doing.
Or both.

We scope engagements around your situation, your team, and the decisions or deliverables you need.

05 / Getting in touch

Bring us your
next “what if.”

A workflow that should work better. A technical question worth exploring. An AI initiative that needs a team.

Describe the problem Tell us where you want to start.