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How we work

AI in every role. Judgment in every decision.

ALL FOR AI was founded on a simple idea: if everyone uses AI well, a small team can deliver like a large one. Here is what that looks like day to day.

Principles

Six rules we work by

AI for everyone

Every employee, from engineering to finance, has access to frontier AI tools from day one, and is expected to use them.

Humans own the outcome

AI drafts, explores and accelerates. People decide, verify and take responsibility for what we ship.

Verify, then trust

Every AI-assisted output goes through tests, reviews and evaluations. Speed never replaces correctness.

Share what works

Prompts, agents and workflows are shared across the company, so one person's breakthrough becomes everyone's default.

Open by default

We tell clients exactly how we use AI on their work, and we publish our policies openly, including this website for AI agents.

Security first

Client data stays inside approved, enterprise-grade tools with clear retention rules. No shortcuts with confidential information.

A day at ALL FOR AI

What AI-native actually looks like

AI isn't a side project here. It runs through the whole working day, for every team.

  1. 09:00

    Stand-up. Agents have already summarised overnight CI runs and open review comments.

  2. 10:00

    Pairing with a coding agent on a new feature. The engineer sets the design; the agent drafts code and tests.

  3. 13:00

    Client workshop. Live AI-generated prototypes replace static mock-ups.

  4. 15:00

    Human review of every AI-assisted change: correctness, security and readability.

  5. 17:00

    New prompts and agent workflows from the day go into the shared company library.

Delivery

Our delivery model

  1. 01

    Discover

    We map your goals, constraints and data, and find where AI changes the economics of the problem.

  2. 02

    Design

    Architecture, evaluation criteria and a delivery plan, reviewed with your team before any code is written.

  3. 03

    Build

    Short, AI-accelerated iterations with working software every week and full visibility into progress.

  4. 04

    Verify

    Automated tests, human review, evaluation suites and, for robotics, validation on real hardware.

  5. 05

    Scale

    Deployment, monitoring, and handover with training, so your team can run and extend what we built.

Responsible by design

Using AI everywhere only works with clear guardrails. These apply to every project, for every client.

  • Client data only in approved, enterprise-grade AI tools
  • No client data used to train third-party models
  • Every AI-assisted deliverable reviewed by a named human owner
  • Full transparency with clients about where AI was used

Ready to build with an AI-native team?

Tell us what you are working on. We reply within one business day with next steps.