ProofDeploy
Start a Discovery
For logistics, supply chain & regulated operations

Bring us the operational problem. Pay when it runs in production.

Verified AI engineering pods scope, build and deploy inside your systems. Every milestone has acceptance criteria you agreed to before the build — and your money stays protected until they pass.

Start a Discovery See the 4-step process
Discovery is free · Scoping report in 5 days · Fixed-price PoC in 6 weeks
Production Contract · RAG over operational documents
Protected
Discovery & data readinessaccepted
Architecture & acceptance specaccepted
Golden dataset & PoCunder review
Production deployment · your cloudfunded
Reviewer: independentWarranty: 30 days
Invite-onlyverified engineers with a ProofDeploy Passport
100%of milestones carry pre-agreed acceptance tests
EUdata residency by default — Ireland, eu-west-1
30 daysproduction warranty on every contract
How it works

Four steps. Each one ends with something you can measure.

01 · Free

Discovery

A 45-minute call. We map the process, the data and the systems it touches. You receive a written opportunity assessment — or a clear “not yet”.

02 · 5 days

Scoping

Architecture, dependencies, risks, milestones and the acceptance tests — locked before anyone writes code. This is the contract’s spine.

03 · 6 weeks · fixed price

PoC

A verified pod builds against your golden dataset. Each milestone is funded up front and released only when an independent reviewer confirms it passed.

04 · Your cloud

Production

Deployed in your environment. IP assigned to you. Monitoring handed over. 30-day warranty. Then the next use case.

The Production Contract

Not hours. Not promises. Acceptance criteria.

Every ProofDeploy engagement is a fixed-price contract with measurable tests per milestone. An independent reviewer — never the builder — checks the evidence. You accept. Then payment releases. If a criterion fails: remediation sprint, independent re-check, replacement pod, capped refund. Written into the contract, not a marketing promise.

# example acceptance tests · RAG
grounded_answer_rate ≥ 0.92
retrieval_recall@5 ≥ 0.85
p95_latency ≤ 2.5 s
cost_per_request ≤ €0.04
role_based_access = enforced
deployment_region = eu-west-1
What we deploy

Four categories, first.

RAG over operational documents — manifests, PODs, SOPs, contracts
Agents for back-office workflows with tool access and human approval
MLOps — monitoring, drift detection, rollback, retraining
Sovereign AI — private cloud, on-prem, local models, audit trail

Computer vision and edge AI follow once the first categories have production references.

Who builds it

A verified pod, not a freelancer.

Lead architect, ML engineer, data/integration engineer, domain operator. Every engineer holds a ProofDeploy Passport — identity, production evidence, security review, delivery history. Scored, re-certified, invite-only.

Engineer Passportverified
Production evidence
Technical assessment
Security & compliance
Delivery reliability
Are you an AI engineer? Request an invite →
Case study · client zero

First production reference: an FTBI logistics operation in Ireland.

We run ProofDeploy on our own operation first. The problem, the acceptance tests and the before/after numbers are published here once the contract is accepted — never before.

[ problem · metric before · metric after · published after acceptance ]
Trust & control
Own your AI. Foreground IP assigned to you on payment; background IP stays with its author.
Deployed in your cloud or on-prem. Model-agnostic by contract; third-party model register included.
EU residency by default. GDPR data-processing agreement and AI Act use-case classification per project.
Protected milestones. Funds held via a licensed EU payment provider and released on acceptance.
Audit trail on everything. Who built, who reviewed, what passed, when funds moved.

Start with the problem, not the technology.

A 45-minute Discovery call. If there is no measurable outcome worth building towards, we will tell you — and that costs nothing.

Start a Discovery AI engineer? Request an invite →