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BACompanies and Organisations

FOR WHOM · ORGANISATIONS

Manage technology responsibly.

Before adopting a tool, make clear what it serves, which data it uses and who remains accountable for the decision.

BAI · Data · Model · Human oversight

See the organisation pathwaySee the tool assessment pathwayRequest a demo· Coming soon
  • 01Minimum data
  • 02Reversible decisions
  • 03Clear accountability

Current status

No demo, advisory service or verified organisational pilot is currently open.

For now, this page helps organisations define a use case and its risks, explore published principles and see work in preparation. A service will be announced separately only after its responsible team, scope, data basis and safety requirements have been confirmed.

An assessment framework is not an approval of fitness or safety for an organisation.
Responsible technology is not only a policy document; it is visible in everyday decisions. illustration

Organisation approach

Responsible technology is not only a policy document; it is visible in everyday decisions.

Before asking which tool an organisation uses, the BAI approach makes clear which purpose, data boundaries, model limits and human responsibilities it protects.

A model can make a suggestion; responsibility for the decision, representation and outcome remains human.

For your organisation

See the need, the people affected and the safety boundary

These are not a ready-made advisory offer. They are starting questions to answer when assessing a use case.

Profile

Organisations need more than new tools. They need a workable structure of responsibility for data, models, interfaces, human oversight and public representation.

What you need

  • — Organisational BAI and technology principles
  • — Model limits and human oversight
  • — Privacy, representation and accountability

Paths being developed

  • — BAI tool-assessment preparation
  • — Labs and Build pathways in preparation
  • — SEDD safety principles

Safety and participation

Safeguarding principles recorded

Internal and customer data is used only for the minimum necessary purpose. A model's output is not treated as decision authority. Appeal, reversal and human approval remain visible throughout the process.

Organisation pathway

From a tool inventory to responsible production and maintenance

When an initiative opens, a real use case is tested through a small, reversible trial. It is not expanded without human oversight and a route for appeal.

01Purpose and inventoryExplore how to map tools, data, models and decision points alongside human responsibility.02Risk and experimentSee how assumptions, effects, misuse and the route for appeal can be tested through the Labs preparation.03Working controlsExplore how a reviewed approach can become organisational principles, interface choices and decision records through Build and Builders.04Release and maintenanceSee how shareable guides and tools can connect to WAQF with clear versioning, licence and maintenance responsibility.

Published and developing pathways

Where can your organisation begin?

Each card shows its current status. Programmes and packages in preparation are not open demos, advisory services or approvals of fitness.

Programmes

Programmes and ways to make

4 programmes

Programme

In development

Labs

Try an idea on a small scale, learn from what actually happens and decide together whether to improve it, continue or stop.

Explore the programme model

Programme

In development

Build

Listen to a real need, build a small first version with the right people, test it in use and take responsibility for improving and maintaining it.

Explore the programme model

Programme

In development

Builders Participation Programme

Move beyond watching: learn with others, take responsibility at your level and help sustain the work that follows.

Explore the programme model

Programme

In development

WAQF

Open suitable work to HAYR without leaving its rights or continuing care unattended.

Explore the programme model

Products and services being developed

Paths shaped around real needs

2 in development

Product

In development

BAI Tool Evaluation Guide

Clear cards for the questions families, young people, schools, professions and institutions should ask before trying a digital tool, together with a small-test path.

  • Six key assessment questions
  • Age, data, consent and privacy card
  • Small test, human review and a clear way to stop
View the related development record ↗

Product

Available

SEDD Safeguarding Guide

Practical safeguarding guidance shaped by SEDD.

  • Child safeguarding
  • Data and privacy
  • Models and human oversight
  • Representation and publication
View the related development record ↗

Organisational SEDD gateway

A pilot is not expanded without four controls.

01

Purpose and data

Record the clear purpose, lawful basis, minimum data and deletion period.

02

Human oversight

Critical decisions are not delegated to a model's output; the accountable person remains visible.

03

Appeal and reversal

A person affected can question the decision; the process can be stopped and reversed.

04

Representation and accountability

Keep distinct what the model, the organisation and the person each represent.

Start here

Make one use case visible under human oversight.

The BAI Tool Assessment page sets out the first questions. The Human Oversight Guide record shows the scope of work still in preparation.

See the tool assessment pathwaySee the guide preparation record