Practical AI governance for small businesses — built without the jargon.
The CLEAR Framework is the methodology behind Accountable AI.
Most AI governance guidance is written for large enterprises — long compliance checklists, legal teams, dedicated risk functions. Small businesses don't have those resources, but they still need a sensible, defensible way to use AI responsibly.
The CLEAR Framework gives you exactly that. It's a structured, five-stage methodology that helps you introduce AI tools into your business in a way that's proportionate, documented, and genuinely useful — without turning it into a compliance project.
It's designed to be worked through in plain English, adapted to your context, and revisited as your use of AI evolves. No specialist knowledge required. No unnecessary overhead.
Before reaching for any AI tool, get clear on what problem you're actually trying to solve. What does success look like? Who is involved? Defining purpose upfront prevents poor decisions downstream — and makes it easier to evaluate whether AI is even the right approach.
Understand what data you're working with, where it comes from, and what risks are involved. This includes data quality, privacy considerations, and the potential for bias or error. You don't need a data science team — you need honest answers to straightforward questions.
Set clear limits on how the AI tool will be used, and by whom. Decide what human oversight looks like. Agree on what the tool shouldn't do. Simple, documented boundaries are far more useful than elaborate policies that no one reads.
Embed the approach into how your business actually operates. Write it down. Assign ownership. Create the record that shows you've thought this through — both for your own clarity and for any future accountability. Light documentation, consistently maintained, is worth more than heavy documentation that's never updated.
AI tools change. Your business changes. The landscape changes. Build in regular checkpoints to revisit your decisions, assess what's working, and update your approach. Governance isn't a one-time exercise — it's an ongoing habit.
AI tools work best when they serve a clear business goal. Adopting AI without strategy is just adding noise. The CLEAR Framework always starts with purpose — not technology.
Before you expand your use of AI, build a foundation that's solid. A well-structured approach at small scale is far easier to grow than a tangled one that was never properly thought through.
Good governance doesn't have to be burdensome. For small businesses, the right amount of structure is the amount that's actually useful — not the amount that would satisfy a legal team at a FTSE 100.
AI tools make decisions easier, faster, or cheaper — but they don't take on responsibility. Human accountability is always preserved. The framework is built around the assumption that a person is always answerable for the outcome.
The CLEAR Framework is how Accountable AI works with small businesses to build sensible, proportionate AI governance — without the complexity, the jargon, or the enterprise price tag.
Work with me through Accountable AI