Relevo · Field audit
Relevo, field audits that AI agents prepare and humans carry out
A mobile app that works with no network, a control centre, and AI agents that plan without ever replacing the on-site check.
Kamel DhakwaniProduct design
In the field, an audit is done standing up, phone in hand, sometimes in a stockroom with no signal. At head office, the same audit often becomes an Excel file chased by email, whose gaps quietly disappear.
Relevo handles both sides. Teams check on mobile, even offline. Head office sees everything in real time. And AI agents prepare, read and follow up.
A boundary written from the start
An agent can create a checklist, schedule audits, read scores and propose actions. It never performs an audit. That is a product decision, not a technical limit.
A check commits someone: you have to be there, look, photograph, sign. Automating that part would amount to manufacturing compliance on paper.
Relevo exposes its functions through the MCP protocol and a REST API. GhostOne, Claude or any compatible agent connects through OAuth, and access can be revoked in one click.
Worked cases
An audit, from a sentence to the proof
AI agent, via MCP
Set up the monthly routine audit of our 12 stores with this checklist.
AI agent · 1/6
The agent understands the request and prepares its calls.
One question per screen
An auditor has no time to read a form. So the app asks one question at a time, with big buttons and visible points. The mandatory photo appears only when the answer triggers it.
The score is calculated immediately, and it follows an important rule: a critical point cannot be made up for. Try failing the cold room.
Your turn
Run the audit, watch the score
Answer the questions. One of them can change everything.
IMG-001Minor
Clean storefront?
SAL-016Major
Toilet paper available?
HYG-014Critical
Cold room at 4 °C or below?
MAN-004Minor
Exemplary manager?
Weighted score
Actions created
No gaps to fix
A spotless store with a cold room at 7 °C is not a good store. An average would have hidden it, the cap shows it.
Gaps no longer get lost
An audit that stops at the score is useless. Each gap becomes an action with a severity, a deadline, an owner and proof of closure. An action not cleared reappears at the next audit, and a PDF report goes out automatically, in the client's brand.
Checklists follow the same idea. They can be built on the web, imported from an Excel standard or requested from an agent. The format is the same everywhere, and it is versioned.
What I take from it
The most interesting thing in this product is what the agent is not allowed to do. It speeds up the organisation around the check, without ever claiming to have done it.
An agent can prepare everything. The proof has to come from the field.