HAPI Agency Audit
Find where human agency is being lost before systems turn people into rubber stamps.
A HAPI Agency Audit identifies where human agency is being weakened, simulated, bypassed, or removed by AI, automation, bureaucracy, workflow design, institutional pressure, or governance theater.
Practical
Built for organizations using automation now, not only future AI risk.
Humanitarian
Focused on preserving authority, refusal, memory, judgment, and accountability.
Institution-ready
Designed to turn findings into governance repair and operational next steps.
The audit looks for the places where human participation has become fragile, symbolic, or bypassed.
Agency loss
Agency theater
Rubber-stamp participation
Dependency capture
False gates
Weak refusal paths
Unclear human authority
Automation pressure
Governance that exists on paper but not in practice
For teams and institutions where automation is changing human authority.
The audit is designed for organizations that need to know whether people still have meaningful participation inside their systems.
AI companies
Employers
Healthcare systems
Schools
Public institutions
Religious and community institutions
Automation-heavy teams
Organizations preparing for agentic AI
The audit follows decisions through the system, from workflow design to human authority.
Decision workflows
Approval paths
Human review points
AI or automation touchpoints
Authority boundaries
Refusal and escalation paths
Documentation and accountability
Evidence of meaningful participation
Clear findings that can become practical restoration work.
The audit output is designed to help leaders, operators, builders, and affected communities see what is happening and what should change.
Agency Loss Map
A clear view of where authority, judgment, refusal, memory, and accountability are being weakened.
Agency Theater Findings
Identification of places where participation appears present but cannot meaningfully affect outcomes.
Human Authority Review
A review of where live human authority exists, where it is unclear, and where it has been bypassed.
False Gate / True Gate Analysis
A practical distinction between checkpoints that merely route decisions and gates that can actually change them.
Restoration Recommendations
Prioritized steps for restoring meaningful participation and refusal where agency has been reduced.
Governance Reality Report
A grounded assessment of whether governance works in practice, not only in policy or presentation.
Optional Agency Preservation Plan
A next-stage plan for building durable controls, human authority points, and continuity checks.
Humans can appear included while real agency is quietly removed.
A person can be asked to approve, acknowledge, respond, or comply while real authority, judgment, refusal, memory, and accountability are no longer available in practice.
The HAPI Agency Audit helps institutions detect that gap before it becomes a permanent feature of the system.
The request flow starts with an initial review and a practical scope conversation.
HAPI Agency Audits use an early audit model and working framework to help organizations move from concern to practical findings.
Initial review
HAPI reviews the organization, workflow, system, or concern submitted.
Scope conversation
HAPI clarifies what decision path, automation process, institution, or workflow should be reviewed.
Agency audit
HAPI looks for agency loss, agency theater, false gates, refusal-path weakness, authority confusion, and automation pressure.
Findings and next steps
HAPI provides practical findings and possible restoration recommendations.
Tell HAPI what system, workflow, or process should be reviewed.
Backend form handling is not implemented yet. This early request form uses your email client as a mailto fallback.
HAPI Agency Audits are early-stage reviews based on a working framework. They are not legal, medical, financial, or regulatory certification advice.
Request an agency audit.
Start by finding where agency is preserved, weakened, simulated, or lost inside the systems your organization already uses.