Houston, TX UEI: RF4XCKJGYHA7 CAGE: 8EJL3
SAM.gov Registered
Home Government Teaming Solutions AI Governance Resources About Contact
Advisory & Implementation

AI Governance &
Readiness

Hentex provides governance-aware AI implementation and advisory services for agencies and organizations navigating federal AI oversight requirements, risk management obligations, and accountability expectations.

Request Government Briefing Download Governance Overview
Our Approach

Governance Is Architecture,
Not Paperwork

Most AI governance programs fail because they treat compliance as documentation work rather than design work. Organizations produce policies and checklists, but the underlying systems don't actually produce auditable decisions or support meaningful human oversight.

Hentex approaches governance as an architectural requirement. Oversight capability, audit logging, explainability, and risk controls are built into our systems at the design level — not added afterward as features.

We support agencies and partners in implementing governance frameworks that produce real oversight capability, not compliance theater.

Download AI Governance Overview →
Governance Capabilities
📋
AI Inventory & Documentation
Support for OMB AI use case inventories, system cards, and Algorithmic Impact Assessments (AIA) aligned with current federal guidance.
Risk Classification
Structured risk assessment frameworks aligned to NIST AI RMF principles, evaluating impact, reversibility, and human control adequacy.
🔍
Auditability Design
Architectural review and implementation support ensuring AI systems produce the longitudinal records required for internal oversight and external review.
📊
Algorithmic Fairness
Parity gap analysis, cohort testing methodology, and ongoing demographic consistency monitoring aligned with academic fairness research standards.
Framework Alignment

Governance Control Areas

Hentex's governance work is organized around the control areas that matter most to federal AI oversight requirements and risk management expectations.

Human Oversight & Control

Ensuring meaningful human agency in AI-assisted decisions — not nominal approval, but genuine review capacity with the information needed to override effectively.

Override architecture design
Review workflow design and testing
Override rate analysis and monitoring

Transparency & Explainability

Designing systems that produce outputs reviewers can actually evaluate — not just final answers, but the reasoning, data sources, and confidence behind them.

Recommendation explanation requirements
Source citation in AI output
Confidence communication standards

Accountability & Auditability

Building the audit infrastructure that oversight bodies, IGs, and legal review actually need — complete event logs with actor identity, AI input, and final outcomes.

Audit log architecture and schema
Chain of custody for AI recommendations
Export formats for oversight review
Academic Alignment: Hentex's algorithmic fairness methodology is informed by leading academic research in AI fairness and public benefits systems, with active outreach to university research partners to formalize ongoing collaboration.

Request a Capabilities Brief

Interested in Hentex's AI governance advisory work? Request our capabilities brief or schedule a discovery call to discuss your specific governance requirements.