For Ownership & Leadership

When an AI system informs a player health decision and something goes wrong, who has the record that proves the organization governed it correctly?

This is not a hypothetical. It is the question your legal team, your insurer, and the league will ask. Darwin by Medigram is how you answer it before it is asked.

The Governance Gap

AI is already informing decisions about your players. Most organizations cannot prove how.

Performance analytics platforms, injury prediction models, load management tools, return-to-play systems. AI is embedded in how your medical and performance staff work. That is appropriate. What is missing is the layer that proves each of those systems operated within defined boundaries, that a qualified human was accountable, and that the organization can reconstruct the decision trail when it is challenged.

A vendor report is not that record. A compliance certificate is not that record. A sealed governance record created at the moment of the decision, owned by the organization, and verifiable by outside counsel is that record. That is what Darwin creates.

Legal Exposure
When a player health decision is questioned in arbitration or litigation, the absence of a contemporaneous governance record is itself evidence of institutional failure. The record needs to exist before the question is asked.
Insurance & D&O
D&O carriers are beginning to require documented AI governance as a condition of coverage binding. A vendor's self-declaration does not satisfy this requirement. An independent sealed record does.
League Standards
Return-to-play protocol compliance requires documented adherence at each step. Darwin seals that evidence automatically, in real time, under the team physician's authority.
What Darwin Produces

A sealed governance record at the moment of every AI-assisted player health decision.

Not a report generated afterward. Not a compliance document assembled under pressure. A tamper-evident record created at the moment it happens, owned by the organization, retrievable by counsel within hours.

For Ownership
The record that protects the organization when a decision is challenged.
Every AI-assisted player health decision results in a sealed, auditable governance record. When legal, insurance, or league inquiries arrive, the evidence exists and is retrievable within hours, not assembled under pressure from fragmented logs.
For Medical & Performance Staff
Physician authority at every decision. Darwin documents, not decides.
Darwin governs the AI systems your medical staff already uses. Clinical judgment remains with the physician. Darwin creates the record that proves it. Staff are protected by a governance trail they did not have to build themselves.
For Legal & Compliance
An evidentiary record built to survive discovery, not assembled in response to it.
Darwin creates records structured for litigation discovery, regulatory review, and insurance audits. Sealed. Tamper-evident. Owned by the organization. Independent of the AI vendors whose systems it governs.
Independent Verification
RAISE 4.0 Strong
Highest behavioral verification score ever recorded on Praxen. Confirmed by the tool's creator. Not self-declared.
Governance Frameworks
10 Evaluated
Darwin has been evaluated against ten governance frameworks using primary source documents. Zero open findings.
Standards Authority
Co-authored IEEE & ANSI
Darwin implements governance standards its architect co-authored. IEEE UL 2933, Co-Chair Trust and Identity Subgroup. ANSI/HSI 2800:2025, Co-Author.

The question your organization needs to answer is not whether you are using AI. It is whether you can prove you governed it.

Darwin is not another AI tool competing for space in your technology stack. It is the governance layer above the tools you already have, sealing a record of every AI-assisted decision before anyone asks for it. The conversation starts here.

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Sherri Douville
CEO, Medigram  ·  Founder and Chair, TTIC
Trust and Identity Subgroup Co-Chair, IEEE/UL 2933:2024
Co-Author, ANSI/HSI 2800:2025  ·  AIMed 2025 AI Champion Award
medigram.com
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