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CleanAI FOR DEVELOPERS
AI has extraordinary potential, but without guardrails, it can create problems you didn’t plan for.
That’s where CLEAN AI comes in.
Built by Kafico, CLEAN AI is a governance platform that plugs into real-world development and deployment workflows.
Instead of slowing you down, it helps you and your team surface risks - bias, transparency gaps, reliability issues - early in the build process, before they turn into compliance headaches or production failures. CLEAN AI is designed to work alongside supplier dev teams, giving you visibility into how systems make decisions and what trade-offs they carry.
It helps you spot fairness or reliability concerns while you’re still coding, testing, or integrating third-party components.By aligning technical checks with organisational requirements, CLEAN AI makes it easier to document the right decisions, ship features responsibly, and show commissioners and compliance leads that risks are being handled.
It’s governance that fits into your workflow; usable, grounded, and built for the realities of modern development. Watch video.
Flags when groups are missing from training data, risking poor model performance.
Flags variables that may act as proxies for sensitive attributes.
Flags imputation, encoding and transformation steps that could distort fairness or accuracy
Flags risks from model design or labelling that could distort outcomes or embed bias.
Creates a fully auditable decision journey to satisfy transparency requirements
Provides clear, accessible documents that explain how the system works, where its limits are, and what users can question or challenge.
Direct feedback: simple way to hear about issues or suggestions from buyers.
Are you an AI system buyer? Register interest below.
We are taking early adopters and pre-sales enquiries now!
CleanAI FOR COMMISSIONERS
AI has extraordinary potential, but without guardrails, it can fail the very people it’s meant to help.
That’s where CLEAN AI comes in.
Designed by Kafico, CLEAN AI is a practical, rights-aware governance platform that helps organisations assess and deploy AI systems with confidence. Whether you’re buying third-party tools, or assessing AI in operational settings, CLEAN AI gives you visibility over the decisions being made, and the risks they carry.
Our tools work with supplier development teams to surface fairness, transparency, and reliability issues early, before they become regulatory, reputational, or real-world problems.
We equip operational teams, commissioners and compliance leads with the knowledge and confidence they need to ask the right questions, document the right decisions, and deploy AI responsibly.
It's just grounded, usable governance, built for real-world systems and real human lives. Watch Video.
High level dashboard showing an inventory of AI systems deployed or being assessed
See how it works: clear step-by-step view of the AI workflow.
Clear risk flagging: every system tagged with a clear risk level.
Know the limits: key fairness and accuracy caveats up front.
Monitor performance: standard metrics shown transparently.
Oversight reminders: commissioners know what checks must happen.
Direct feedback: simple way to raise issues or suggestions with suppliers.
Supporting Documents: Instant training and transparency materials
We are taking early adopters and pre-sales enquiries now!
Meet Em
Emma is Chair of the East of England AI Ethics and Privacy Committee, a regular speaker at public sector events, and guest lecturer for Aston University’s MSc in Data Science. With a background in information law and a passion for human rights, she works with software companies, NHS trusts, and regulators to make sure AI works for people, not the other way round.
“In my previous role here as Head of Privacy, we engaged Emma to set up and run a privacy and AI programme.
Working with Emma, at Kafico enhanced how we approach AI ethics.
She didn’t just help us tick compliance boxes, she upskilled our data scientists to embed ethical thinking into their work.
Her training made complex issues like bias and human oversight clear and actionable, helping our team build AI with real accountability.
She also helped us create customer-facing materials that genuinely reflect our commitment to ethical AI, strengthening trust with our clients.
We would not hesitate in recommending Emma to ensure development of ethical and human rights focussed AI systems.”
Helen Simpson, Former Head Of Privacy at IESO
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