Sign In
AI Validation and QA for Life Sciences

Validate AI-Assisted Translation With Expert Human Review

Sesen helps life sciences organizations validate multilingual content through AI-assisted quality checks, terminology governance, translation memory consistency, and professional native medical linguist review.

Contact Sales Request a Quote
Terminology Control
Structured QA Checks
Human Expert Review

Validation View

Multilingual QA Summary

Terminology alignment
Cleared
Numbers and formatting
Reviewed
Human linguistic review
In progress

Review Outcome

AI-assisted checks are reviewed by professional native medical linguists before final delivery.

150+

Languages Supported

ISO

Certified Processes

QA

Workflow Visibility

Why Validation Matters

AI Can Accelerate Translation, but Regulated Content Still Requires Controlled Validation

Life sciences content carries clinical, regulatory, safety, and market-specific meaning. Sesen helps teams use AI-assisted checks without losing the expert human judgment required for regulated multilingual content.

01

Dosage values, dates, tables, and units must remain consistent across languages.

02

Approved terminology must be applied across product families, submissions, and updates.

03

Translated content must preserve clinical intent, patient readability, and regulatory meaning.

04

Review teams need visibility into AI-assisted checks, issue resolution, and final QA status.

What Sesen Validates

Structured QA for High-Stakes Multilingual Life Sciences Content

Sesen combines automated validation checks with expert linguistic review to help teams manage quality across clinical, regulatory, labeling, medical device, and digital health content.

Terminology and Approved Glossaries

Validate translated content against approved product names, medical terms, clinical language, regulatory phrases, and client-specific terminology.

Numbers, Units, and Measurements

Check numerical consistency across dosage values, visit windows, lab values, units of measure, percentages, dates, time points, and protocol references.

Formatting and Structural Integrity

Review tables, headings, lists, labels, layout elements, placeholders, file structure, and content order to reduce formatting-related delivery risk.

Translation Memory Consistency

Use validated translation memory and approved prior translations to support consistency across updates, product families, markets, and recurring document types.

Regulatory and Labeling Alignment

Support consistency across labeling, IFUs, submissions, safety updates, patient materials, and other regulated life sciences content.

Expert Linguistic Review

Keep professional native medical linguists central to final validation, especially for clinical meaning, context, readability, and market appropriateness.

Workflow Approach

AI-Assisted Validation Built Into a Controlled Translation Workflow

Instead of treating AI checks as a separate afterthought, Sesen integrates validation into the translation workflow so issues can be identified, reviewed, resolved, and confirmed before final delivery.

Validation Pathway

A clear path from source content to validated delivery

Source Content

Files, references, terminology, and market requirements

AI-Assisted Checks

Validation Layer

Terminology control, TM alignment, human review, and final QA oversight

Human Review

Validated Delivery

Resolved issues, expert review, and delivery confidence

Terminology

Numbers

Final QA

Source Content

Files, references, terminology, and market requirements

Validation Layer

AI checks, terminology control, TM alignment, and QA review

Validated Delivery

Resolved issues, expert review, and delivery confidence

Human Review Remains Central

AI Finds Patterns. Medical Linguists Validate Meaning.

Automated QA can surface inconsistencies, omissions, and formatting issues, but expert human review remains essential for clinical intent, regulatory context, patient readability, and market-specific language.

Clinical and regulatory meaning
Patient-facing readability
Market-specific language use
Final linguistic judgment

Reviewer Decision Layer

Human validation after AI-assisted checks

AI-flagged issue

Dose value differs from approved source

Linguist review

Confirmed against source and corrected

QA status

Resolved before delivery

Use Cases Across Life Sciences

Validation Support for Clinical, Regulatory, Labeling, Device, Safety, and Digital Content

Sesen helps life sciences teams apply controlled multilingual QA across the content types where accuracy, consistency, and review visibility matter most.

Clinical Trial Documentation

ICFs, protocols, patient-facing materials, recruitment content, outcome measures, and clinical communication materials.

Drug Labeling and Packaging

Labels, packaging, PILs, SmPCs, safety updates, product changes, and multilingual labeling lifecycle content.

Regulatory Documentation

Submission materials, agency correspondence, response packages, compliance records, and controlled multilingual documentation.

Medical Device Content

IFUs, user manuals, labeling, software strings, device training content, safety notices, and post-market updates.

Pharmacovigilance and Safety

Safety narratives, adverse event content, signal-related materials, risk communications, and global drug safety documentation.

Digital Health and eCOA

Clinical applications, patient portals, eCOA instruments, telehealth content, screenshots, and software localization assets.

Reporting and Governance

Clear Validation Visibility for Enterprise Review Teams

For regulated multilingual content, teams need more than completed files. They need confidence that issues were found, reviewed, resolved, and prepared for controlled use.

Validation Checkpoints

Structured checkpoints help teams see where issues are identified, reviewed, resolved, and cleared for delivery.

Reviewer Visibility

Reviewer comments and validation outcomes support clearer multilingual collaboration across internal and external stakeholders.

Approval Readiness

Final outputs can support controlled review workflows for clinical, regulatory, labeling, and medical communications teams.

Audit-Friendly Records

Review decisions, terminology handling, QA findings, and issue resolution can be organized for future reference.

Issue Trends

See common validation findings by content type, language, or workflow stage.

Lifecycle Consistency

Support translation updates across versions, products, markets, and language sets.

Quality Improvement

Use validation insights to improve terminology, reference assets, and future workflows.

AI Translation Validation Questions

Practical Answers for Life Sciences Review Teams

These questions help clinical, regulatory, labeling, medical device, and digital health teams understand how AI-assisted validation fits into a controlled multilingual quality workflow.

How does AI translation validation differ from standard translation QA?

+

Standard translation QA often focuses on linguistic review, formatting, and final delivery checks. AI translation validation adds structured checks for terminology consistency, numerical accuracy, formatting integrity, translation memory alignment, and issue patterns across multilingual content before professional human review is completed.

Can AI validation replace professional medical linguist review?

+

No. For regulated life sciences content, AI-assisted validation should support expert review, not replace it. Professional native medical linguists remain essential for clinical meaning, regulatory context, patient readability, market-specific language, and final linguistic judgment.

What types of issues can AI-assisted QA help identify?

+

AI-assisted QA can help identify inconsistent terminology, missing content, mismatched numbers, dosage or unit discrepancies, formatting changes, inconsistent translations across repeated text, and potential issues that require human review before final delivery.

How does Sesen validate terminology across languages and document updates?

+

Sesen uses approved glossaries, terminology assets, validated translation memory, reference materials, and reviewer feedback to support consistent terminology across products, markets, languages, and lifecycle updates.

Is AI validation appropriate for regulated clinical, labeling, and medical device content?

+

Yes, when it is implemented within a controlled workflow that includes expert human review, terminology governance, documented issue resolution, and final QA. Sesen applies AI-assisted validation as part of a broader human-led quality process for regulated life sciences content.

What review visibility can clients receive during the validation process?

+

Depending on project needs, clients can receive visibility into validation checkpoints, terminology questions, QA findings, reviewer comments, issue resolution, approval readiness, and audit-friendly review records for multilingual content workflows.

Connected AI Workflows

Explore Related Sesen AI and Quality Solutions

AI validation works best when it is connected to terminology governance, translation memory, labeling lifecycle management, human review, and controlled multilingual delivery.

SesenGPT Hybrid Translation

Domain-trained AI support with expert human review for regulated life sciences content.

Hybrid Translation for Life Sciences

AI-assisted translation workflows built around human oversight, terminology control, and quality validation.

AI Terminology Intelligence

Terminology governance for multilingual clinical, regulatory, labeling, and medical device content.

Life Sciences Labeling Workspace

A centralized workspace for labeling translation, lifecycle updates, validation, and review visibility.

Label Review and In-Context QA

Context-aware review for labels, IFUs, packaging content, and regulated multilingual assets.

AI and Regulatory Insights

Resources on AI, quality validation, regulatory translation, and multilingual content governance.

Knowledge and Resource Authority

Learn More About AI, Translation Quality, and Regulated Content

Explore Sesen resources on AI-enabled translation, regulatory workflows, terminology governance, clinical content quality, labeling translation, and multilingual review operations.

AI and Regulatory Insights Knowledge Base Blog and Insights Glossaries and Style Guides White Papers and E-Books Case Studies and Success Stories

A Connected Knowledge Ecosystem

Resource pathways help buyers understand Sesen’s broader approach to quality, governance, AI-assisted validation, and life sciences translation operations.

Sesen Focus

Exclusively specialized in life sciences translation and localization.

Talk With Team Sesen

Need to Validate AI-Translated or Multilingual Life Sciences Content?

Talk with Team Sesen about your clinical, regulatory, labeling, medical device, digital health, or global commercial content. We can help you evaluate translation risks, apply AI-assisted validation checks, structure expert human review, and prepare multilingual content for regulated use.

Contact Sales Request a Quote