Compliant is not the same as approved.

CLEAR is both our offering and our framework. It follows a vendor’s evidence from the vendor’s package to the committee’s decision and asks where it can lose force along the way. There are five stages.

We use the term Calibration Gap for the distance between how strong an expert judges the evidence to be and how confident a reviewer feels about it. The two should match. Often they do not.

When reviewers are less confident than the evidence warrants, the review stalls and the vendor loses time. When they are more confident than the evidence warrants, approval arrives that the evidence does not support, and that risk belongs to everyone involved, including the vendor.

CLEAR aims for calibrated confidence, not maximum confidence. The goal is a package whose persuasive force matches its actual strength.

Importantly, most reviews are judged by whether documents exist. CLEAR also measures how reviewers respond to them. The Calibration Gap gives a vendor something a checklist cannot: a read on whether the people deciding are likely to be too cautious or too trusting, and why.

Not every barrier is a communication problem. If the barrier is a control or compliance gap, we refer you to your auditor, counsel, or security advisor. If it is a gap in claims, legibility, evidence, accountability, or recovery, we address it in the package, with counsel reviewing the language. If it is something else, such as integration, return on investment, or clinical validation, we tell you plainly that it falls outside this work so you can direct your effort where it will matter.

Built on public buyer-side standards.

We anchor the work in the materials buyers themselves publish and use. These include Joint Commission and CHAI guidance on responsible AI use in healthcare, CHAI model cards, the HSCC guide, and published vendor questionnaires. That keeps the package aligned with what reviewers are already being told to look for.

Those frameworks are mostly voluntary and still evolving. We treat them as the best available picture of buyer expectations, not as legal requirements, and we say so in the work.

We work next to auditors and counsel, not in place of them.

Auditors test whether controls work. Lawyers advise on legal obligations. Security advisors build and harden the program. CLEAR does a different job: it shapes how legitimate evidence is presented, understood, and acted on.

Auditors also establish whether controls work. Trust-center and questionnaire tools organize and share the evidence. CLEAR measures whether that evidence produces calibrated confidence in the people who decide.

We do not audit, certify, or give legal advice, and we never state that a vendor is compliant. Your counsel or compliance partner reviews claim language before it is used. Where we find a control or compliance gap, we refer it to the right specialist instead of papering over it.

Behavioral science applied to a decision under scrutiny.

CLEAR is led by Eugene Chan, PhD, Full Professor and Van Norman Chair of Business at Tyndale University in Toronto. His academic research covers consumer decision-making, risk and privacy perceptions, and corporate and crisis communications, and he is the author of Managing Brand Crises.

That research shows how people judge claims, weigh evidence, and respond when a company’s credibility is tested. CLEAR applies those ideas to a specific, high-stakes setting: a committee deciding whether to approve a healthcare AI product. Some of the effects we draw on were established in consumer settings.

Where we carry an idea into committee review, we treat it as a hypothesis to test with your package and your reviewers, not as a settled result. CLEAR’s five stages follow that research: how people judge claims, process information, infer from evidence, justify decisions, and respond to failure.

CLEAR is a communication and decision-support service. Behavieural does not provide legal, audit, certification, or security assessment services, and nothing on this page states or implies that any product or vendor is compliant with any law, regulation, or standard.