AI you can deploy, audit, and defend.

Enterprise and federal organizations cannot ship AI that they cannot explain or control. We build the governance layer — responsible AI frameworks, output validation, audit logging, and regulatory alignment — that makes AI deployable in demanding environments.

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governance layer · request #48291

PII scan: clean

0 entities detected · redaction off

Output schema: valid

faithfulness 0.93 · toxicity 0.02

Audit log written

immutable · S3 + CloudTrail

Response approved

NIST AI RMF aligned · latency +28ms

What we deliver

The governance layer every production AI deployment needs.

Policy framework

Acceptable use policies, AI risk tiering, model cards, and decision authority matrices tailored to your organization and sector.

NIST AI RMF · ISO 42001

Output validation

Schema enforcement, factuality scoring, toxicity detection, and hallucination guardrails applied to every model response.

Guardrails AI · LLM-Guard · custom

PII redaction

Named entity recognition, data minimization at ingestion, real-time redaction in prompts and outputs, and retention controls.

Presidio · spaCy · AWS Comprehend

Bias detection

Fairness metrics, demographic parity analysis, intersectional audits, and red-teaming against your specific use case and population.

Fairlearn · AIF360 · custom eval

Audit logging

Immutable decision trails — who queried, what was returned, what guardrails fired — stored for compliance review and incident response.

S3 · CloudTrail · OpenSearch

Regulatory alignment

NIST AI RMF implementation, EU AI Act readiness, FedRAMP AI considerations, and FISMA-aligned controls for federal deployments.

NIST AI RMF · EU AI Act · FISMA

Our approach

Governance engineered in, not bolted on.

Risk assessment

Map use cases to risk tiers. High-stakes decisions require tighter controls than low-stakes ones — we scope proportionately.

Control design

Select and configure the right guardrails, logging, and human review gates before any model touches production data.

Red-team & audit

Adversarial testing against your system before launch. We find the failure modes you didn't think of, and we document what we find.

Ongoing compliance

Regulatory landscape changes. We monitor emerging requirements and update controls before they become compliance liabilities.

Frameworks & standards we implement

NIST AI RMFEU AI ActGuardrails AILLM-GuardPresidioAWS Bedrock GuardrailsFairlearnFISMA · FedRAMP

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Ready to deploy AI your compliance team can stand behind?

No SDR, no discovery-call gauntlet. A senior AI practitioner personally reviews every submission and replies within one business day.

Policy framework & risk tiering

Output validation & PII redaction

Immutable audit logging & traceability

NIST AI RMF & EU AI Act alignment

Direct contact

Use the contact form

(202) 903-9000