AI Risk & Intelligence Assurance

Defensible AI translation verification for healthcare, financial services, legal, and pharma. Human-validated translation with reviewer credentials, full audit trails, and certification letters built into every job - for the regulated industries where "we used an AI" is not an acceptable answer.

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The State of AI Translation in Regulated Industries

  • The Audience: 25.7M U.S. adults have limited English proficiency, and most regulated industries are required by law to communicate with them (U.S. Census Bureau, 2021).
  • The Shortcut: 73% of healthcare organizations already use AI translation to keep up. Only 8% have a formal validation process (CSA Research, 2024).
  • The Bill: $71M settlement for one mistranslated word in a Florida ER (Ramirez case). $811M judgment for English-only contracts with Spanish-speaking customers (CFPB v. Libre by Nexus, 2024). AI at scale multiplies the exposure.

Your AI compliance program probably has a translation gap. AI translation is already in your workflow; the audit trail probably is not. Whether that gap surfaces during a CFPB inquiry, a Section 1557 investigation, an FDA submission, or a foreign-language exhibit in discovery, the answer to “how was this translation validated?” needs to be more than the name of an AI tool.

ARIA produces the audit trail, reviewer credentials, and certification letter that your regulators, opposing counsel, and compliance team will accept.

Regulatory Convergence

Why This Matters Now

AI translation is the new default.

Across healthcare, financial services, legal, and pharma, AI-generated translation has moved from pilot to production faster than internal validation policies could catch up.

Regulators are catching up

Section 1557 mandates human expert review of AI translation before clinical use. CFPB cites language barrier exploitation as UDAAP and ECOA. FDA 21 CFR Part 11 requires traceable, signed review. Courts require certification with attestation.

The audit trail is the asset

Reviewer identity, timestamps, tracked edits, and segment-level QA scores are what every emerging AI governance framework - from the NIST AI RMF to the EU AI Act - is converging on as evidence of validation.

Most validation is informal

CSA Research found only 8% of healthcare organizations have a formal AI translation validation process. Most other regulated industries are tracking even less.
Why AI Risk & Intelligence Assurance, Not Just AI

Defensible Translation Models

Unverifiable AI Output

Pure AI translation delivers speed but fails regulatory scrutiny due to the absence of a reviewer of record, measurable QA scoring, and formal certification required for defensible submission.

Non-Scalable Traditional LSPs

Conventional language service providers offer defensibility, but segment-by-segment human review creates throughput constraints that cannot meet the scale of modern regulated content demands.

Internal Review Exposure

In-house review workflows introduce latency without establishing auditability, resulting in undocumented processes that carry equivalent legal and compliance risk as unverified AI output.

ARIA Hybrid Model

ARIA combines AI-driven throughput with qualified human validation and a built-in audit trail, using risk-tiered workflows to align review depth with regulatory exposure while maintaining scale.

Industries we support

Tailored solutions for regulated, high-impact sectors.

Healthcare & Health Systems

Patient-facing and clinical content including communications, consent forms, discharge instructions, IFUs, EHR entries, and member materials. Built to meet HIPAA translation requirements, Section 1557 language access mandates, and The Joint Commission 2026 National Patient Safety Goals.

Financial Services & Insurance

Structured financial content such as member disclosures, EOBs, policy documents, HR materials, and B2B communications. Aligned with General Data Protection Regulation translation standards, California Consumer Privacy Act compliance, UDAAP principles, ECOA requirements, and CMS member communication guidelines.

Legal & Corporate Counsel

High-precision legal documentation including contracts, discovery files, M&A due diligence, immigration filings, and regulatory submissions. Delivered under ISO 17100 processes, ABA-aligned workflows, USCIS-certified translation protocols, and court-admissible formatting.

Pharma, Life Sciences & Medical Devices

Regulated scientific and clinical materials such as IFUs, drug labels, patient leaflets, clinical protocols, trial documentation, and regulatory submissions. Compliant with 21 CFR Part 11 translation standards, EU MDR/IVDR labeling rules, and global GCP/GMP quality frameworks.

Outcomes

Results you can expect

AI Risk & Intelligence Assurance
AI Translation at Scale

AI translation at scale across regulated content types and over 200 language pairs.

Risk-Tiered Expert Review

Risk-tiered review by qualified linguists, domain SMEs, and Regulatory SMEs.

Auditable Quality Assurance

Translation quality assurance: full audit trail with reviewer identity, credentials, timestamps, tracked edits, and segment-level QA scores.

Certified Translation Output

Certification letter with translator attestation for regulated-tier output.

ISO-Aligned Workflow

ISO 17100-aligned human review workflow.

Terminology & Memory Control

Translation Memory and domain glossary maintenance across submission cycles.

Secure Delivery Infrastructure

Secure portal and API delivery, BAA available, SOC 2 Type II controls.

Service Tiers

Three review levels, matched to your risk

Tier 1

Standard Review

Professional linguist plus QA score.

Best for

Internal communications, HR materials, training content, and general business documents.

Tier 2

Technical Review

Domain SME review, risk-flagged tracking, and full audit trail.

Best for

Clinical documentation, contracts, financial disclosures, and regulated B2B content.

Tier 3

Regulatory Review

Clinical, Legal, or Regulatory SME plus ISO 17100 plus certification letter.

Best for

Section 1557 materials, court filings, USCIS submissions, FDA filings, MDR labeling, and CMS-regulated content.

Included with

Every tier

Translation Memory

Maintained across projects

Glossary updates

On every delivery

Secure delivery

SFTP or portal

How It Works

AI scale, human accountability, certified delivery

  1. Step 01

    AI generates risk scores

    Content submitted via portal or API. AI translation runs at scale. Automated QA scores every segment and assigns a Standard, Technical, or Regulatory risk tier.

    Automated
  2. Step 02

    Human review, matched to risk level

    Professional linguist, domain SME, or Regulatory SME assigned by risk tier. All material changes are tracked and documented with a rationale. No segment bypasses review when risk is flagged.

    Expert reviewed
  3. Step 03

    Certified delivery

    Final translation, QA report, full audit trail, and certification letter (when applicable) delivered as one package. Ready for the regulatory file, counsel review, or production.

    Audit-ready
Compliance Coverage

Built for the most regulated industries on earth.

01

Privacy & data protection

  • GDPR
  • CCPA
  • HIPAA / BAA
02

Healthcare & clinical

  • Section 1557
  • CMS communications
  • Joint Commission 2026
03

Legal & translation

  • ISO 17100
  • USCIS certified
  • Court-admissible
  • ABA-aligned
04

Life sciences & regulated industries

  • FDA 21 CFR Part 11
  • EU MDR / IVDR
  • GCP / GMP
05

AI & security

  • NIST AI RMF
  • EU AI Act
  • SOC 2 Type II

All certifications maintained continuously.

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Next Step

Tell us which content lives in your highest-risk pile.

We will show you what an ARIA audit trail would look like for that specific workflow.