AI Assurance

“AI makes a lot of promises, but what if the outcome is wrong? Who still takes the risk to rely on it without independent assurance?”

At Coney Minds, we offer AI Assurance: independent assurance for organizations that use AI. From governance and risk, to testing for quality, privacy, transparency and compliance. This is how we help you deploy AI with confidence — today and in the future.

  • Trends & regulation: Increasingly, laws and regulations require that AI is used in a demonstrably responsible way (think of the EU AI Act, sector-specific requirements in finance and healthcare, and digital resilience rules). Without reliable testing, you run the risk of fines, reputational damage, or operational failures.
  • Stakeholder expectations: Customers, regulators, employees, and partners are asking for transparency about how AI makes decisions, what data it is based on, and how risks are managed.
  • From prototype to production: Many organizations have ideas or experiments with AI, but hesitate to move to large-scale deployment for fear of unforeseen quality, ethical, or legal risks.

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“Deploy AI with confidence. With our AI Assurance, you know your systems are robust, fair and compliant – so your decisions are not only smart, but also responsible.”

What does AI Assurance deliver?

Confirmation of governance & compliance
Certainty that your AI policies, decision-making structures, accountability and procedures comply with relevant standards (e.g. EU AI Act, ISO, sector-specific guidelines).

Risk management & quality assurance
Identification and mitigation of risks such as bias, data privacy issues, data quality problems, security vulnerabilities and model instability.

Stakeholder trust
Both internally (management, R&D, technical teams) and externally (customers, regulators, shareholders), opening doors to partnerships, investment and market growth.

Efficiency & scalability
Assurance provides not only substantive certainty, but also insight into weaknesses in processes and tooling, so your AI initiatives become more robust and repeatable.

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Why Coney Minds?

  • Combined expertise in audit, data & analytics, technology and risk management → not a stand-alone advisory shop, but a solid assurance partner with more than 20 years of experience in the assurance domain.
  • Experience in sectors with high regulatory pressure (financial services, healthcare, ESG, digital resilience) → we understand sector-specific requirements.
  • Independent and critical – we assess not only on paper, but also operationally.
  • Transparent approach and reporting: no jargon, but clear insights and action.

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How do we tackle this at Coney Minds?

Readiness & maturity assessment
We start by mapping where you stand today: governance, data & model lifecycle, compliance and ethics.

Testing & validation of AI models
We review both data input and output, bias, robust validation, test cases and scenarios, including stress and adversarial testing.

Control framework & monitoring
We set up or improve processes, documentation, auditing, and incident and issue reporting. We assess continuous monitoring so your AI systems run safely and reliably.

Compliance & regulatory advice
We help you comply with relevant laws, standards and best practices (EU AI Act, ISO standards, privacy legislation, sector-specific rules).

Reporting & assurance statement
We provide clear reports with recommendations, risk assessments and – where desired – a formal assurance statement that inspires confidence among your external stakeholders.

Why choose AI Assurance?

Expertise and drive

We have the expertise and drive to work with our clients in a positive way and to share knowledge around AI Assurance.

Realism

We don’t want to make things more complex than strictly necessary. We have a down-to-earth and realistic view on the AI assurance challenge.

Excellent alternative Big 4

We are a boutique firm: we invest in our expertise, our people and the technology we use. Our fees are fair, and we offer a high-quality alternative to the Big Four.