AI Governance Across Industries

Sentra adapts to your industry's specific AI governance challenges. From hiring decisions to financial risk scoring, we provide the control layer your enterprise customers expect.

HR Tech

Resume screening, hiring tools, performance evaluation

The Challenge

HR tech companies use AI for resume screening, candidate matching, and interview scheduling. Enterprise customers demand transparency about how AI influences hiring decisions, especially for regulated industries and EU markets.

•Which AI models screen resumes and how are they trained?
•How do you prevent bias in candidate recommendations?
•Can you provide audit trails for hiring decisions?

How Sentra Helps

Sentra provides a structured registry of all AI systems used in hiring workflows, with decision-level logging and bias monitoring. Generate compliance reports for enterprise procurement in minutes.

Document resume screening models and training data sources
Track human review rates and override patterns
Export hiring AI governance reports for enterprise customers

Fintech

Risk scoring, fraud detection, credit decisions

The Challenge

Fintech companies deploy AI for credit scoring, fraud detection, and risk assessment. Regulators and enterprise customers require explainability, audit trails, and compliance documentation for high-risk financial decisions.

•How do you explain AI-driven credit decisions to regulators?
•Can you audit fraud detection model decisions?
•What happens when a model version changes mid-quarter?

How Sentra Helps

Sentra classifies financial AI systems as high-risk, tracks decision metadata, and maintains version history. Export regulatory-ready reports with full audit trails for compliance reviews.

Log credit decisions with model outputs and override reasons
Track fraud detection model versions and performance metrics
Generate regulatory compliance reports for financial audits

Legal Tech

Document automation, contract analysis, legal research

The Challenge

Legal tech platforms use AI for contract review, clause extraction, and legal research. Law firms and corporate legal departments require transparency about AI involvement in legal analysis and document generation.

•Which AI systems analyze contracts and how accurate are they?
•How do you ensure AI-generated clauses meet legal standards?
•Can you prove human review for high-stakes legal documents?

How Sentra Helps

Sentra documents legal AI systems, tracks human-in-the-loop review, and maintains audit trails for contract analysis. Provide enterprise customers with governance reports demonstrating responsible AI use.

Register contract analysis models with accuracy metrics
Log lawyer review status for AI-generated clauses
Export legal AI governance documentation for procurement

Healthtech

Diagnostic support, patient triage, treatment recommendations

The Challenge

Healthtech companies deploy AI for diagnostic assistance, patient triage, and treatment recommendations. Healthcare providers and regulators demand rigorous governance for AI systems influencing patient care decisions.

•How do you document AI involvement in diagnostic decisions?
•Can you prove clinical oversight for AI recommendations?
•What happens when a diagnostic model is updated?

How Sentra Helps

Sentra classifies healthcare AI as high-risk, logs clinical decision metadata, and tracks physician oversight. Generate compliance reports for healthcare procurement and regulatory audits.

Document diagnostic AI systems with clinical validation data
Track physician review and override patterns for AI recommendations
Maintain version history for regulatory compliance audits

Your Industry. Your Governance.

Sentra adapts to your industry's specific AI governance requirements. Work with our founders to build the control layer your enterprise customers demand.