GenAI Governance & Compliance
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GenAI Governance & Compliance

Operationalizing Trust in Generative AI

GenAI introduces unique risks—from hallucinations to data leakage. Without governance, systems can expose organizations to legal or ethical liability. GenAI Governance & Compliance provides the policies and safety mechanisms needed for responsible use. SaqSam helps you operationalize trust across people and technology so innovation can scale safely.

Reducing Risk, Strengthening Trust

Governance ensures GenAI systems remain safe and aligned. SaqSam helps clients:

Establish enterprise-wide GenAI policies and usage guidelines
Implement guardrails to prevent harmful or inaccurate outputs
Maintain compliance with emerging AI regulations like the EU AI Act
Enforce strict data access, residency, and confidentiality controls
Apply human-in-the-loop oversight for high-risk content
Monitor outputs for bias, toxicity, and misleading information
Modern Architecture

Key Features & Capabilities

GenAI Policy Frameworks

Tailored standards for acceptable use, security rules, and human oversight responsibilities.

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Risk Assessment & Triage

Evaluating use cases via ethical impact analysis and regulatory mapping to determine risk tiers.

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Prompt Governance & Guardrails

Input validation, prompt-injection detection, and strict safety filters to prevent misuse.

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Human-in-the-Loop Design

Review and escalation workflows for sensitive outputs to ensure accountability.

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Content Moderation

Toxicity filters, bias detection, and automated red-teaming for adversarial testing.

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Regulatory Compliance Mapping

Aligning systems with GDPR, HIPAA, and industry-specific ethical standards.

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Governance Methodology

01

01Policy

Define usage standards and governing bodies.

02

02Control

Implement prompt guardrails and safety filters.

03

03Observe

Monitor outputs for drift, bias, and compliance deviations.

04

04Audit

Maintain interaction logs and decision recordkeeping.

Governance Accelerators

GenAI Governance Framework

Policy templates and decision structures

Prompt Risk Engine

Enforcement of safe prompt-injection mitigation

Content Moderation Toolkit

Toxicity and safety classification rules

GenAI Risk Matrix

Classification templates for each use case

Compliance Documentation Pack

Audit-ready templates for regulated sectors