Verifiable accountability for every AI-assisted decision in your operations.
What happens when AI decisions
cannot be explained.
AI-assisted grant screening is deployed. Decisions are made. No documentation exists of how.
A donor requests evidence of how compliance decisions were made. No audit trail exists.
An external audit flags AI-assisted decisions as unverifiable. The organization cannot demonstrate responsible use.
Donor confidence is damaged. Future funding at risk. The system was working — but it could not be proven.
■ FlautoPsy documents every AI-assisted decision from day one — so your organization can always demonstrate what was decided, why, and on what basis.
Four accountability
monitoring layers.
Prompt Consistency Monitoring
Detects when the inputs to AI-assisted decisions change materially over time. Documents the change with evidence for audit review.
Output Consistency Monitoring
Tracks whether AI-assisted outputs remain consistent with established baselines. Flags statistically significant deviations for human review.
Operational Performance Monitoring
Monitors system behavior for anomalies that may indicate the AI component is not performing as documented.
Structural Consistency Monitoring
Detects shifts in the structure and pattern of AI outputs — an early indicator that decision logic may have changed without authorization.
Designed for donor scrutiny
and external audit.
Auditable
Every AI-assisted decision traces back to a documented formula. No hidden logic. Any external auditor can verify the record.
Explainable
Every alert and flag includes the evidence behind it — what changed, by how much, and what threshold was crossed.
Predictable
The same inputs always produce the same documented outputs. No unexplained variation in AI behavior.
Real-Time
Issues are detected and documented as they occur — not discovered weeks later during an audit.
How FlautoPsy
connects to your operations.
FlautoPsy integrates with Neithas to provide a complete accountability layer across all automated compliance decisions. For technical integration documentation, contact our implementation team.
Accountability as part of your compliance toolkit.
FlautoPsy documents AI-assisted decisions for donor reporting and organizational oversight.
Embedded
Full AI accountability and audit documentation included for all Neithas-managed compliance workflows.
- Complete audit trail for all automated compliance checks
- Donor-facing accountability report
- Evidence pack for external audit
- Responsible AI use documentation for donor reporting
Standalone
For organizations running AI-assisted workflows outside of Neithas that require donor accountability documentation.
- Full behavioral monitoring across all four layers
- 90-day audit history
- Custom alert thresholds
- Accountability report generation
- Email support
Enterprise
For organizations with custom deployment, compliance documentation, and implementation support needs.
- Compliance documentation aligned to donor accountability requirements
- On-premise or sovereign cloud deployment
- Custom SLA
- Dedicated implementation support and compliance review