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The median AI tool decision in healthcare is real money — real per-provider contracts, real switching costs, real liability. A market like that needs at least one voice with no reason to lie. This policy is how we stay that voice, in writing, signed by the organization.
Last reviewed 2026-07-02 · Signed: Clinical Modality
Why the absolutism? Because partial independence isn't independence. The moment one vendor's money is in the ledger, every verdict on that vendor — and on its competitors — carries an asterisk. We'd rather earn less and be worth reading.
Four revenue streams, all reader-side, all listed plainly. We commit to publishing our revenue by category annually, so you can check that the ledger matches the pledge.
Paid live cohort programs — the AI Governance & Compliance Bootcamp and AI Adoption for the Independent Practice. Attendees pay; vendors don't.
Learn more →The Adoption Desk — an annual membership with a monthly decision briefing, Trust Index access, and the artifact library. Readers pay; vendors don't.
Learn more →Multi-seat access for clinics, health systems, and health-tech teams. Employers pay for their people's education; vendors don't.
Learn more →Implementation services are provided separately by Consultanist, a distinct firm founded by Isam Waqar. The relationship is disclosed here and wherever relevant. Consulting clients buy implementation help — never coverage.
Learn more →Independence doesn't mean the founders have no commercial lives — it means you know exactly what those lives are, and where they could touch coverage.
Coverage touching longevity medicine, DTC telehealth, or companies where Dr. Zalzala holds a role carries this disclosure inline, and Clinical Modality does not recommend those companies as vendors. Complete professional disclosures, including regulatory history, are maintained and published on this page as they are updated.
Dr. Zalzala's complete licensure and regulatory record is public; a full first-person account is in final legal review and will be published here.
Clinical Modality is an independent publication; implementation services are provided separately by Consultanist. Consultanist does not pay for coverage, does not preview editorial content, and Clinical Modality does not steer verdicts toward tools Consultanist implements. Where a Consultanist-built product could compete in a category under review, that product is excluded from head-to-head comparisons and the affiliation is named in the article body.
Historical, article-level conflict disclosures also live at /about/coi.
Before publication: when a review turns on factual specifics — pricing, contract terms, BAA scope, technical architecture — we may contact the vendor to confirm those facts. Vendors see the facts we're checking, never the draft, never the verdict.
After publication: any vendor named in a review may submit a written response within 30 days. We publish it unedited, linked from the review. If the response demonstrates a factual error, we correct it under the corrections policy — dated and public. If it's a disagreement about judgment, both positions stand and readers decide.
Send responses via the contact page with the review URL and the specific claims disputed.
No vendor, advertiser, consulting client, investor, or business partner previews, approves, or influences editorial content before publication. The only people who touch a piece before it ships are the people inside the editorial process — and their names are on it. Business conversations and editorial decisions happen in different rooms, and the door between them stays shut.
See also the editorial standard, conflict-of-interest disclosures, and who's accountable.
Educational content only — not medical or legal advice.
Consult professionals licensed in your jurisdiction.