Finance Leadership Resources

Decide with evidence, not enthusiasm

The Trustworthy Technology & Innovation Consortium (TTIC) develops practitioner-informed requirements that help healthcare finance leaders evaluate consequential AI as one enterprise decision: financial value, patient safety, operational performance, cybersecurity, and governance evidence in the same decision process.

Finance leaders are becoming the economic gatekeepers for AI. These resources address the evidence that role requires.

Institutional Boundary

TTIC provides requirements and educational resources. Finance leaders own their institutions' decisions. TTIC requirements complement rather than replace independent clinical, technical, operational, legal, and financial judgment.

Resources

Practitioner Brief Available
Healthcare AI Has Become a Capital Accountability Problem
What evidence should a healthcare CFO require before AI is funded, scaled, renewed, or stopped? A practitioner brief on AI as a capital accountability problem.
Read the Brief →
Portfolio Requirement Next
The AI Portfolio: What Centralized Evidence Reporting Should Contain
A public orientation to bringing financial value, clinical outcomes, operational performance, technical reliability, cybersecurity, and governance evidence into one decision process.
Evidence Requirement Forthcoming
Attribution: Separating AI's Contribution from Everything Else
A public explanation of what evidence separates an AI system's contribution to an outcome from unrelated changes.
Capital Decision Tools
CFO Instrument Available
AI Capital Decision Gate
A one-page instrument for determining whether an AI investment has sufficient evidence, accountability, value, and risk controls to fund, scale, renew, remediate, or stop.
Open the decision gate ↗
Executive Instrument Available
AI Risk Stewardship Gate
Capital committed, from the AI Capital Decision Gate, plus capacity consumed and expected downside, from the AI Risk Stewardship Gate, is the full investment and exposure a decision requires.
Open the stewardship gate ↗

Allocating capital into companies rather than inside an institution? Start at Investor Diligence Resources.

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Published by
Trustworthy Technology & Innovation Consortium (TTIC)
Author
By Sherri Douville, Founder & Chair, Trustworthy Technology & Innovation Consortium (TTIC)
Originally published
Last updated
Canonical resource
https://trustworthytechnologyinnovation.com/finance-leadership

Cite this resource

Sherri Douville. “Finance Leadership Resources for Healthcare AI.” Trustworthy Technology & Innovation Consortium (TTIC), 2026. https://trustworthytechnologyinnovation.com/finance-leadership.