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HR Tech · Fintech · Legal Tech · Healthtech

Where AI Governance Becomes a Deal Requirement

In each of these sectors, enterprise customers are asking the same question: "How do you govern the AI systems that influence decisions in our contract?"

Sentra gives your team a structured answer.

Use Case

HR Tech

Resume screening, candidate matching, performance evaluation

The Procurement Blocker

Your product uses AI to screen candidates or evaluate performance. An enterprise HR buyer — or their legal team — asks: "Which AI systems influence hiring decisions in your product, who is responsible for them, and how do you ensure they comply with EU AI Act Article 6 high-risk requirements?"

Without structured documentation, your team spends days assembling an answer from scattered sources. The deal pauses. Sometimes it doesn't recover.

What Sentra Provides

Structured governance documentation your enterprise buyers can act on immediately.

Registry entry: screening model, provider, use case, decision relevance
EU AI Act classification: high-risk (employment decisions) with justification
Human oversight records: review rate, override log, responsible reviewer
Exportable governance report for enterprise procurement questionnaires
Example Governance Output

AI System

Resume Screening

Owner

HR Team

Decision Impact

Hiring (high-risk)

Risk Class

High (EU AI Act Article 6)

Human Review

Required (100% of candidates)

Oversight Record

Structured log of reviews and overrides

Use Case

Fintech

Credit scoring, fraud detection, risk assessment

The Procurement Blocker

Your product uses AI to influence credit decisions or fraud scoring. A bank or insurance company asks: "Can you provide documentation of the AI systems involved in financial decisions, their risk classification, and evidence of human oversight?"

Financial services buyers operate under their own regulatory obligations. They cannot deploy your product without satisfying their internal AI governance requirements. If you cannot provide structured documentation, the deal does not close.

What Sentra Provides

Structured governance documentation your enterprise buyers can act on immediately.

Registry entry: credit scoring model, provider, decision scope
EU AI Act classification: high-risk (creditworthiness assessment) with rationale
Decision log: model output, final decision, human review status
Governance report formatted for financial services procurement review
Example Governance Output

AI System

Fraud Detection

Owner

Risk Team

Decision Impact

Financial Risk (high-risk)

Risk Class

High (EU AI Act Article 6)

Human Review

Required for flagged transactions

Oversight Record

Decision log with model confidence and final action

Use Case

Legal Tech

Contract review, clause extraction, legal research assistance

The Procurement Blocker

Your platform uses AI to assist with contract analysis or legal research. A corporate legal department or law firm asks: "What AI systems are involved in the analysis, what is the scope of their involvement, and how do you ensure lawyer review before any output is acted upon?"

Legal buyers are acutely sensitive to professional liability. They need to demonstrate that AI is a tool, not a decision-maker. Without governance documentation, your product creates risk for their practice.

What Sentra Provides

Structured governance documentation your enterprise buyers can act on immediately.

Registry entry: contract analysis model, scope, decision relevance
Classification: limited risk (advisory only) or high-risk, with documented rationale
Human review log: lawyer sign-off records for AI-assisted outputs
Governance report demonstrating AI-as-tool, not AI-as-decision-maker
Example Governance Output

AI System

Contract Analysis Assistant

Owner

Legal Team

Decision Impact

Advisory (limited-risk)

Risk Class

Limited (AI as tool, not decision-maker)

Human Review

100% lawyer sign-off required

Oversight Record

Log of AI suggestions and lawyer decisions

Use Case

Healthtech

Diagnostic support, patient triage, clinical decision assistance

The Procurement Blocker

Your product uses AI to assist with clinical decisions. A hospital or health system asks: "What AI systems are involved in patient-facing decisions, how are they classified under EU AI Act Annex III, and how do you document clinical oversight?"

Healthcare buyers face the strictest regulatory requirements for AI governance. They cannot deploy high-risk AI systems without documented governance. If your documentation is incomplete, procurement stalls regardless of product quality.

What Sentra Provides

Structured governance documentation your enterprise buyers can act on immediately.

Registry entry: diagnostic model, clinical scope, patient impact level
EU AI Act Annex III classification with documented clinical rationale
Clinical oversight log: physician review records for AI-assisted decisions
Version change documentation for regulatory continuity requirements
Example Governance Output

AI System

Diagnostic Support Tool

Owner

Clinical Engineering

Decision Impact

Clinical (high-risk)

Risk Class

High (EU AI Act Annex III)

Human Review

Physician sign-off required

Oversight Record

Clinical review log with version history

If your buyers are asking these questions, we should talk.

We work with a small number of EU B2B companies at a time. If AI governance is becoming a blocker in your sales process, apply for the design partner program.