Most teams do not need another abstract AI framework. They need a practical way to decide whether an AI agent is safe, useful, governed, and ready for real-world deployment.
What risk tier is this use case?
What data does it touch?
What workflow or decision does it influence?
Where is human oversight required?
What happens when the agent is wrong?
Who approves launch?
What should be monitored after launch?
What evidence do executives need?
A practical readiness layer for healthcare AI agents.
Start with the free Scorecard today. The Launch Kit & team Workspace are coming next.
AgentPreflight helps teams classify risk, identify readiness gaps, and create the artifacts needed to move AI agents from pilot to production responsibly.
Available now
Production Readiness Scorecard
Evaluate workflow fit, risk, data exposure, human oversight, model behavior, monitoring, and launch readiness.
Coming soon
Governance Toolkit
Practical templates for AI use case intake, risk classification, vendor review, human oversight, launch packets, and executive approval.
Coming soon
Team Workspace
Coming later: track multiple AI use cases, readiness scores, artifacts, approvals, and post-launch monitoring in one place.
The AgentPreflight Scorecard helps healthcare teams evaluate whether an AI agent is ready to move beyond pilot.
In 5–7 minutes, you’ll answer structured questions about the use case, risk profile, workflow fit, data exposure, human oversight, monitoring, and launch readiness.
You’ll receive an initial readiness score, risk tier, and recommended next steps.
Use case clarity
Clinical, financial, privacy, and operational risk
PHI and data exposure
Workflow fit
Human oversight
Model behavior and hallucination risk
Escalation and rollback paths
Vendor readiness
Monitoring and success metrics
Launch/no-launch readiness
Built for the teams responsible for responsible healthcare AI deployment.
Healthcare AI vendors
Digital health startups
Payer and provider innovation teams
Product and AI leaders
Compliance, legal, risk, and security stakeholders
Clinical operations and care navigation teams
AgentPreflight is being built by a small team with 20+ years of experience across healthcare product leadership, consumer digital health, care navigation, UX, AI transformation, and enterprise product operations.
We have worked inside complex healthcare environments, including Fortune 5 healthcare, where product, clinical, legal, compliance, security, operations, and executive teams all need to align before launch.
AgentPreflight is built for teams moving AI agents from promising pilots to production-ready capabilities with more structure, evidence, and confidence.
Take the free Scorecard now, or join the update list to hear about upcoming AgentPreflight tools for AI launch documentation, governance workflows, readiness reporting, and team-based review.
Start with the free AgentPreflight Scorecard to classify risk, identify readiness gaps, and clarify what needs to be addressed before production.