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AI SOLUTIONS Controlled Workflows for Regulated Content

AI-Enabled Life Sciences Translation

Sesen helps life sciences organizations use AI responsibly across regulated multilingual content workflows. Our AI-enabled translation framework combines SesenGPT-assisted drafting, translation memory reuse, terminology governance, expert human review, AI-assisted quality checks, and final human validation to support accurate, consistent, and scalable global content delivery.

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SesenGPT-enabled translation workflows

Human-validated quality control

Terminology governance and translation memory reuse

AI-assisted QA and validation

Built for clinical, regulatory, labeling, safety, medical, and digital health content

150+ languages

Built for regulated content, human validation, and controlled AI-enabled multilingual delivery

A Controlled AI Framework for Regulated Multilingual Content

AI is changing how multilingual life sciences content is created, translated, reviewed, and updated. But for regulated content, speed alone is not enough. Clinical trial materials, regulatory submissions, labeling, IFUs, pharmacovigilance content, medical device documentation, patient-facing materials, and digital health interfaces require accuracy, consistency, traceability, and expert review.

Sesen’s AI framework is designed for this environment. We combine AI-assisted translation, approved terminology, translation memory, structured review workflows, professional native linguists, medical and regulatory subject-matter expertise, and quality-controlled delivery to help life sciences teams scale multilingual operations with confidence.

Why Generic AI Falls Short

Regulated multilingual content needs more than raw output speed. Clinical, regulatory, labeling, safety, and patient-facing materials require reviewable workflows and quality controls.

What Sesen Adds

Sesen combines AI support with terminology governance, translation memory, professional native linguists, medical and regulatory expertise, and validation-driven delivery.

How Risk Is Managed

Different content types can follow different review paths based on audience, intended use, market requirements, and quality expectations.

Why This Matters

Enterprise life sciences teams need scalable multilingual operations without giving up accuracy, consistency, traceability, or human accountability.

Sesen AI Capabilities for Life Sciences Translation

Sesen brings AI into the multilingual content lifecycle through a set of controlled capabilities designed for regulated life sciences organizations.

Core Platform

SesenGPT

Controlled AI-assisted translation for regulated life sciences content, combining AI drafting, translation memory, terminology governance, expert human review, and validation-driven workflows.
Hybrid Workflow

AI-Powered Human Translation

Hybrid translation workflows that use AI to support suitable drafting, reuse, analysis, and QA steps while professional human linguists remain responsible for final quality.
Validation Layer

AI Translation Validation & QA

AI-supported quality checks for terminology, numbers, omissions, consistency, formatting, layout risks, and multilingual delivery readiness.
Terminology Intelligence

AI Terminology Management

AI-assisted term extraction, glossary development, terminology harmonization, and multilingual terminology validation across products, studies, markets, and content types.
Workflow Orchestration

AI Project Management

Workflow intelligence for routing, review coordination, turnaround planning, change tracking, and multilingual project visibility.
Regulated Content Workspace

Labeling Workspace

AI-enabled labeling translation, validation, approval, and update management for regulated labeling content, powered by SesenGPT and structured around controlled review workflows.

How Sesen’s AI-Enabled Translation Workflow Works

Sesen applies AI where it adds value, while maintaining human accountability and quality controls for regulated multilingual content.

01

Content Intake and Risk Review

Review content type, audience, sensitivity, language scope, and intended use to determine the right workflow.

02

Terminology and TM Preparation

Prepare approved terminology, product names, study terms, prior translations, and translation memory assets.

03

SesenGPT-Assisted Drafting

Use AI-assisted drafting where appropriate with relevant terminology, translation memory, and context.

04

Expert Human Review

Professional native linguists and life sciences reviewers validate meaning, terminology, and readability.

05

AI-Assisted QA Checks

Identify terminology inconsistencies, untranslated segments, number mismatches, omissions, and formatting risks.

06

Final Human Quality Control

Confirm the translation is ready for delivery, publication, submission, or downstream review.

01

Content Intake and Risk Review

Sesen reviews the content type, audience, regulatory sensitivity, market requirements, language scope, and intended use to determine the right workflow.

02

Terminology and Translation Memory Preparation

Approved terminology, product names, study terms, prior translations, style preferences, and translation memory assets are prepared before translation begins.

03

SesenGPT-Assisted Drafting

For suitable content, SesenGPT supports AI-assisted draft translation using relevant terminology, translation memory, and contextual guidance.

04

Expert Human Review

Professional native linguists and life sciences reviewers validate meaning, terminology, grammar, tone, readability, and subject-matter accuracy.

05

AI-Assisted QA Checks

AI-supported QA helps identify terminology inconsistencies, untranslated segments, number mismatches, formatting concerns, omissions, and other quality risks.

06

Final Human Quality Control

A final human quality review confirms the translation is ready for delivery, publication, submission, or downstream review.

AI for Clinical, Regulatory, Labeling, and Medical Content Workflows

Sesen applies AI-enabled workflows across the life sciences content types where multilingual accuracy, consistency, and speed matter most.

Use Case
AI-Enabled Workflow Focus
Page

Clinical Trial Translation

AI-supported workflows for protocols, informed consent forms, patient materials, site communications, clinical outcome assessments, training content, and trial documentation.

OpenOpen

Regulatory and Compliance Translation

Support for multilingual regulatory submissions, health authority communications, SOPs, compliance documentation, and controlled regulatory content.

OpenOpen

Labeling and IFU Translation

Structured workflows for labeling, IFUs, packaging, safety information, warnings, instructions, and updates requiring terminology consistency and layout-aware review.

OpenOpen

Pharmacovigilance Translation

AI-supported multilingual workflows for adverse event narratives, safety communications, case intake support, and pharmacovigilance documentation.

OpenOpen

Medical Device Translation

Support for device labeling, software strings, IFUs, user manuals, clinical evaluation content, packaging, and post-market documentation.

OpenOpen

Digital Health Localization

AI-assisted workflows for health apps, software interfaces, patient portals, eCOA/ePRO tools, wearables, telehealth platforms, and connected care experiences.

OpenOpen

Medical and Scientific Content

Support for publications, scientific communications, medical affairs content, research summaries, manuscripts, and educational materials.

OpenOpen

Compliance and Training Content

AI-enabled support for multilingual training, SOP learning content, compliance modules, eLearning, and life sciences education materials.

OpenOpen

Human Validation Remains Central to Sesen AI Workflows

For regulated life sciences content, AI output should not be treated as final by default. Sesen’s AI-enabled workflows are designed around expert human validation, terminology control, and quality review. Professional native linguists, medical reviewers, regulatory specialists, and project managers help ensure that translated content preserves meaning, follows approved terminology, and meets the intended clinical, regulatory, patient-facing, or commercial purpose.

AI helps accelerate suitable workflow steps. Human expertise remains responsible for final quality.

What remains human-led

Human validation is built into terminology control, subject-matter review, quality judgment, and delivery readiness for regulated multilingual content.

Professional native linguist review

Medical and regulatory subject-matter expertise

Terminology and glossary validation

Translation memory consistency

Layout and formatting review where needed

Final human quality control

Escalation for high-risk or ambiguous content

Why Life Sciences Teams Use Sesen AI

Enterprise outcomes for regulatory operations, clinical operations, labeling, medical affairs, quality, global marketing, and procurement teams managing multilingual content at scale.

Enterprise Benefit
Operational Value

Faster Turnaround for Suitable Content

AI-assisted drafting and translation memory reuse help reduce cycle time for appropriate content types while maintaining review controls.

Better Terminology Consistency

Approved terminology can be applied across studies, products, indications, markets, and document families.

Reduced Rework

Structured AI-assisted QA helps catch inconsistencies, omissions, number mismatches, and terminology issues before delivery.

Scalable Global Workflows

Sesen supports multilingual content programs across 150+ languages, helping organizations manage global translation needs across clinical, regulatory, safety, labeling, and commercial teams.

Human Accountability

Sesen’s model keeps expert human review and final quality control at the center of regulated content delivery.

Better Governance

Terminology, translation memory, review workflows, and validation steps help support more controlled multilingual operations.

AI Translation Governance for Regulated Content

Sesen helps organizations bring structure to AI-assisted translation through defined workflows, content risk assessment, approved terminology, human review, QA checks, and delivery controls. This governance-first approach helps life sciences teams evaluate where AI can be used, where human translation is required, and how AI-assisted output should be reviewed before use.

Content Risk Assessment

Different content types require different levels of review. A patient-facing consent form, regulatory submission, safety narrative, internal training deck, and marketing brochure should not all follow the same workflow.

Terminology Governance

Approved terms, product names, study language, medical terminology, and regulatory phrases should be controlled across languages.

Human Review Requirements

Sesen helps define when professional human translation, independent review, medical review, back translation, linguistic validation, or in-context QA may be needed.

AI-Assisted QA

AI can help identify issues, but quality decisions should remain governed by documented review processes and human judgment.

Explore Sesen AI Solutions

Explore Sesen’s core AI platform, regulated content workflows, and knowledge resources through the solution and resource pages connected to this hub.

Core AI Platform

SesenGPT AI-Powered Human Translation AI Translation Validation & QA AI Terminology Management AI Project Management

Regulated Content Workflows

AI for Clinical Trial Translation AI for Regulatory & Compliance AI for Pharmacovigilance Translation AI for Digital Health Localization Labeling Workspace Label Review & In-Context QA

AI Knowledge Resources

AI & Regulatory Insights Clinical & Regulatory Knowledge Glossaries & Style Guides White Papers & E-Books Case Studies and Success Stories Webinars and Events

AI and Regulatory Insights for Life Sciences Teams

Explore Sesen resources on AI-enabled translation, regulatory workflows, terminology governance, clinical content quality, labeling translation, and multilingual review operations. These resources help clinical, regulatory, quality, labeling, medical affairs, and localization teams evaluate how AI can be used responsibly in regulated multilingual environments.

AI & Regulatory Insights

AI Translation Validation for Regulated Multilingual Content

Human Review in AI Translation

Terminology Governance for AI-Assisted Translation

Clinical & Regulatory Knowledge

Glossaries & Style Guides

AI Translation for Life Sciences: Frequently Asked Questions

Common questions from life sciences teams evaluating AI-assisted translation for regulated multilingual content, human review requirements, terminology control, and validation readiness.

What is SesenGPT?

SesenGPT is Sesen’s AI-assisted translation system for regulated life sciences content. It supports translation memory reuse, terminology governance, AI-assisted drafting, human review, and validation-driven workflows.

Does Sesen use AI to replace human translators?

No. Sesen uses AI to support suitable workflow steps, but expert human review and final quality control remain central for regulated life sciences content.

Which life sciences content types are suitable for AI-assisted translation?

Suitability depends on content risk, audience, regulatory use, and quality requirements. Internal reference content, updates to existing translations, lower-risk drafts, and repeatable content may be good candidates, while high-risk regulatory, patient-facing, safety, and labeling content may require deeper human review.

Can Sesen use our approved terminology and translation memory?

Yes. Sesen workflows can incorporate client-approved terminology, glossaries, style guides, and translation memory to improve consistency across languages and content programs.

How does Sesen validate AI-assisted translation?

Sesen combines expert human review, terminology checks, translation memory leverage, AI-assisted QA, formatting review when needed, and final human quality control.

Is AI-assisted translation appropriate for regulatory submissions?

It can support parts of the workflow, but regulatory content should be reviewed carefully based on risk, intended use, market requirements, and submission context. Sesen’s approach keeps human validation central for regulated content.

How does Sesen support multilingual labeling updates?

Sesen supports labeling translation, terminology consistency, update management, validation workflows, and in-context review. The Sesen Labeling Workspace is designed specifically for the lifecycle of regulated labeling translation.

Can we start with an AI translation pilot?

Yes. Sesen can help evaluate content types, language scope, existing terminology, translation memory, review requirements, and QA expectations before scaling AI-enabled workflows across larger multilingual programs.

Build a Controlled AI Translation Program With Sesen

Sesen helps life sciences organizations evaluate, pilot, and scale AI-enabled multilingual workflows for clinical, regulatory, labeling, safety, medical device, digital health, training, and commercial content. Start with SesenGPT, terminology governance, expert human validation, and AI-assisted QA in a workflow designed for regulated content.

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