How we work
A validated AI process, with a human in the loop
Every Meanify project follows the same validated process. AI speeds up the repetitive work, engineers review every change, and you approve every delivery. That is how we deliver faster and at lower cost without giving up reliability.
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Five steps, on every project
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Discover
We learn your process, goals and constraints, and agree on what success looks like.
Human checkpoint: You approve the scope and success criteria.
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Plan
We define the architecture, the iterations and where the review checkpoints are.
Human checkpoint: You approve the plan.
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Build with AI
Engineers use validated AI workflows to draft code, tests, automations and documentation.
Human checkpoint: Engineers design and guide the work.
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Validate
Every change is reviewed by an engineer and checked by automated tests before it is merged.
Human checkpoint: Nothing ships without review.
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Deliver and support
We demo, deploy and hand over with documentation, then support you after go-live.
Human checkpoint: You accept each delivery.
What AI does, and what people decide
| AI does | People decide |
|---|---|
| Drafts code, tests and documentation | Architecture, design and what gets merged |
| Reads, extracts and classifies documents | Rules, exceptions and approvals |
| Suggests actions in agent workflows | Which actions run, and with what permissions |
| Checks data quality at scale | Data ownership, access and retention |
Forward Deployed Engineers
Our engineers work inside your team: in your tools, your repositories and your routines. They stay close to your users and the real problem, so what we build fits how your business actually works.
- Work in your repositories and tools
- Join your planning and reviews
- Explain decisions in plain language
- Hand over everything they build
Security, data and ownership
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Your data stays yours
We use AI services and settings that do not train on client data, and can use EU-hosted or on-premise models when needed.
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You own the result
Code, automations and documentation belong to you and live in your systems.
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Privacy by design
Access control, data minimisation and retention rules are part of the design, in line with the GDPR.
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Traceable work
Reviews, tests and decisions are recorded, so you can see who approved what and when.
Tell us what you want to build
Talk directly to an engineer. No forms, no sales scripts.