PRIVINOTCH helps organisations adopt AI responsibly: assessing risk, building governance frameworks and assurance for the AI you already use, and putting the policies, oversight and evidence in place before you scale the AI you don't use yet.
Figures are as published by each source and are self-reported survey findings from third parties.
In 2026, we’ve helped clients close or protect £5m+ in enterprise contracts and investment.
We partner with organisations building and deploying AI to identify gaps in their privacy and AI governance frameworks, recommend practical mitigation strategies, and support operationalisation from the ground up, working alongside your Innovation, Engineering and Compliance teams rather than around them.
Every engagement is scoped to enhance the foundations you already have (your existing policies, security posture and QA practice) rather than bolt on a parallel structure you'll have to maintain twice.
A deep understanding of regional AI and data privacy law lets you navigate complex, multi-jurisdiction regulatory landscapes with confidence.
We go beyond compliance, helping you build AI systems that are legally sound, ethical, transparent and aligned with best-practice governance.
We've delivered AI governance and data privacy solutions for multi-million-pound programmes, ensuring compliance at scale.
Seven commitments that shape how we advise clients on AI governance, and how we work ourselves.
We encourage innovation that delivers long-term social and environmental value.
Responsibility for AI outcomes must be clear and measurable.
We protect individuals' data rights by embedding privacy by design. Responsible innovation depends on responsible data.
AI should perform equitably across demographics and contexts. We actively identify and mitigate bias in data, design and decision-making to promote fairness and inclusion.
AI systems must be designed to serve people, enhancing human capability, inclusion and wellbeing.
AI systems must be robust, secure and thoroughly tested to prevent unintended harm.
We promote clarity in how AI systems function, how decisions are made, and what their limitations are.
How these principles translate into practice.
From the UK to APAC, we pair local regulatory nuance with one consistent framework — no separate playbook per market.
The organisations that get the most from AI are rarely the ones moving fastest. They’re the ones that can show buyers, boards, regulators and investors that it’s under control. Here’s where that pays back, and the services behind each outcome.
Enterprise and public-sector buyers often ask for your AI policy, an inventory of the AI you use, impact assessments and evidence of human oversight before they sign. Having it ready, and having contract terms that hold up, takes friction out of security review and removes a common reason deals stall.
Pilots tend to stall when legal, security or risk teams are asked to sign off controls that were bolted on at the end. We design the safeguards in from the start: clear accountability, human oversight points and audit trails, so promising use cases reach production with sign-off already in hand.
The cost of getting it wrong goes beyond the regulator: statutory maximums reach £17.5m or 4% of turnover under UK GDPR, and up to €35m or 7% under the EU AI Act for prohibited practices. Add remediation, lost customers and reputational damage. Structured risk assessments find the problems first, and ongoing oversight keeps them from returning.
Investors and acquirers increasingly want to know what AI a business uses, what data it runs on, who is accountable and what the contracts say. A documented, defensible position protects valuation and avoids late-stage delays. We also support investors assessing the AI risk inside a target or portfolio company.
Boards and regulators expect named owners, a view of where AI is used and a way to see risk change over time. A strategy and governance framework sized to your organisation gives leadership that visibility without burying delivery teams in paperwork.
When staff don’t know what’s allowed, they either stop using AI or use it quietly. Role-based training and plain-English guidance let teams move quickly inside agreed limits, so you capture the productivity gains without the hidden exposure.
Not sure where you stand? Answer a few questions and see which of these outcomes your current controls put most at risk.
Estimate your AI risk exposure Get the due diligence checklistStatutory maximum penalties are shown for context only and are not a forecast of any penalty or loss for your organisation. Applicability depends on your sector, jurisdiction and the AI systems involved.
Focused starting points for the questions we hear most often. Each one links through to what is included and how it works.
An eight-week programme that takes you to a documented, board-ready governance baseline, tested on a live use case.
See the programme StandardsBuild an AI management system that works in practice and get ready for independent certification.
See how it works RegulationFind out where the Act applies to you, classify your AI and close the gaps that matter first.
See the timeline Sales enablementAn evidence-backed AI Trust Pack so buyer questionnaires stop stalling your deals.
Build your Trust Pack InvestorsFind the risk behind the pitch, for investors, acquirers and the companies they back.
See what we review Free downloadForty questions across eight areas, with evidence prompts and a scoring guide.
Get the checklistEngagements are scoped and sequenced to your maturity, from first strategy to board-level advisory, with an ongoing retainer for the teams who want us on call. We are vendor and platform agnostic, work with the GRC and AI governance tools you already use, and can support implementation where it adds value.
From first strategy document to board sign-off, plus the assurance and contracting support that keeps you covered afterwards.
We help you define your Responsible AI strategy and roll it out in practice: a board-level plan for how AI will be developed, deployed and governed, aligned to your regulatory obligations, ethical commitments and commercial objectives.
We build a bespoke Responsible AI governance framework for your organisation: embedding the controls, oversight and accountability that support your regulatory requirements and standards alignment as you develop and deploy AI, strengthening your ability to win business and maintain reputational trust.
Embedded advisory support that integrates responsible AI principles, risk controls and regulatory requirements directly into system design and delivery, including structured AI risk, impact and ethical assessments across the system's lifecycle.
Independent assurance and audit-readiness reviews that validate the effectiveness, defensibility and regulatory alignment of your AI governance and controls, and of the AI solutions themselves, including vendor and third-party reviews carried out on your behalf.
Drafting, reviewing and negotiating your AI and SaaS contracts on your behalf: data processing terms, liability, IP and responsible AI obligations, so your commercial agreements hold to the same standard as your governance programme.
Capability building to embed responsible AI understanding, accountability and decision-making across your organisation's functions.
We prepare your AI position for scrutiny from investors, acquirers and their advisers, documenting what AI you use, how it is governed and where the risks sit, so diligence questions are answered quickly and with evidence. We also support investors and private equity teams assessing the AI risk inside a target or portfolio company.
Outsourced Responsible AI and/or data protection oversight on a retained basis, acting as your DPO or Responsible AI Officer, with continuous regulatory horizon-scanning, use-case review and board reporting. Further detail on retainer scope is available on request.
A healthcare AI product, assessed and governed before it reached regulated markets.
ADVANCE®AI is an AI product company developing APEX*, a healthcare sentiment-analysis system (Pharma's first sentiment index), used across regulated markets.
“The team at PRIVINOTCH are a friendly, thorough, and a valued resource in navigating AI governance for ADVANCE®AI.” — Albert Cambridge, Head of Security and Compliance
The headline outcome: ADVANCE®AI can now sell APEX* into pharmaceutical companies operating in one of the most tightly regulated markets, with evidence its governance will hold up under scrutiny.
*APEX is ADVANCE®AI's product name.
Answer a short set of questions about how you use AI and the controls you have today. You’ll get an indicative exposure score straight away.
An indicative self-assessment, not legal advice or a prediction of loss. Your answers are used to generate your result and, if you request the full breakdown, to follow up with you.
The practical ones people ask before they get in touch.
Possibly, yes. Like UK and EU data protection law, the EU AI Act can apply extraterritorially, so if your AI system’s output is used in the EU, or you place it on the EU market, obligations can apply regardless of where your organisation is based. Whether, and how much, depends on the system’s risk classification and your role as provider or deployer. We help clients work out their actual exposure rather than assume the best or worst case.
No. Most of our engagements start after AI is already in use, not before. Retrofitting governance, including risk assessments, documentation, controls and an audit trail, is entirely possible once a system is live. It’s a different starting point, not a barrier. The real cost of waiting is accumulated risk, not a missed window.
Both. If you haven’t adopted AI yet, we review your processes, agree what’s genuinely worth doing, and put the governance, risk assessment and oversight in place before you commit. If you’re already using AI, we assess and govern what’s in place. Either way, nothing should go into production without the oversight to back it up.
No. We are an advisory consultancy: governance frameworks, risk assessments, policy and board-level strategy. We are vendor and platform agnostic, and where it adds value we can support your teams and suppliers through implementation, but we do not build or sell AI systems.
It applies at every size. Start-ups and SMEs face many of the same regulatory obligations as larger organisations as they scale, and getting the foundations right early is almost always cheaper than retrofitting them later under pressure. We scope engagements to match your size, maturity and risk, from a single health check to an ongoing retainer.
We agree what actually needs addressing, whether that’s a governance gap analysis, a specific AI system or a retainer, and scope it to your maturity and risk profile, with a clear timeline and next steps. There’s no obligation from the initial call itself; it’s there to work out whether, and where, we can help.
Book a free health check, enquire about our services, or reach out because you're bored and you need someone to talk to.
Book an intro callSee live availability, UK time, Monday to Friday, 9am to 5pm