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AI TERMINOLOGY INTELLIGENCE

AI Terminology Intelligence for Life Sciences Content

Centralize, harmonize, and govern multilingual terminology across clinical, regulatory, labeling, safety, and digital health workflows using AI-assisted terminology intelligence and professional linguistic review.

TALK WITH TEAM SESEN EXPLORE SESENGPT
AI-assisted term extraction
Multilingual glossary governance
Human-reviewed medical terminology
Built for regulated content workflows
Trusted by global life sciences teams for regulated multilingual content across 150+ languages.
Terminology Control Layer

Life Sciences Term Intelligence

Validated Global
Input
Source Content
Protocols, ICFs, IFUs, labeling
v4.2 semantic engine
AI Extraction
Critical terms, semantic clustering, and variants
Review
Expert Review
Medical linguist validation
Governance Layer
Approved Multilingual Terminology
Controlled multilingual glossary governance for approved global reuse
Adverse Event
Approved
AE
Safety terminology
Informed Consent
Approved
ICF
Clinical trial terminology
Instructions for Use
Approved
IFU
Medical device terminology
150+ Supported Languages
QA & Validation Workflows
ENTERPRISE TERMINOLOGY GOVERNANCE

Why Terminology Consistency Matters in Life Sciences

Life sciences organizations manage highly specialized terminology across clinical, regulatory, labeling, safety, and digital health workflows. As multilingual content volumes grow, maintaining terminology consistency across global markets becomes increasingly complex.

Regulatory Risk

Inconsistent terminology across submissions, labeling, and supporting materials can create documentation discrepancies and additional review cycles.

Reviewer Delays

Medical, regulatory, and in-country reviewers often spend valuable time resolving terminology inconsistencies across multilingual content sets.

Labeling Inconsistencies

Terminology drift across CCDS, IFUs, packaging, artwork, and regional adaptations makes global labeling harder to control.

Patient Confusion

Inconsistent patient-facing terms can reduce clarity across ICFs, eCOA, patient portals, IFUs, and educational materials.

Translation Rework

Uncontrolled terminology forces teams to correct the same terms repeatedly across projects, languages, vendors, and reviewers.

Safety Reporting Issues

Pharmacovigilance workflows depend on controlled terminology across adverse event reporting, DSURs, and safety communications.

Reduced TM Leverage

Terminology inconsistency reduces translation memory effectiveness, increases fuzzy matches, and limits long-term content reuse.

Global Brand Inconsistency

Disconnected terminology across regions and vendors can fragment product messaging and weaken global communication standards.

Disconnected Sources to Centralized Control

From Fragmented Terminology to Governed Multilingual Reuse

Controlled Terminology Layer
Disconnected Terminology Sources
Clinical Docs
Regulatory Submissions
Labeling
Safety Reports
eCOA
Software UI
Patient Materials
Commercial Content
AI + Human Validation Governance
Centralized Governance Outputs
AI-Assisted Harmonization
Human Medical Review
Approved Multilingual Terms
Global Reuse
Why the Problem Is Growing

Terminology Complexity Increases as Content Operations Scale

Multiple Business Units Frequent Labeling Updates Global Submissions Mergers & Acquisitions Distributed Vendors AI-Generated and AI-Assisted Content

Sesen helps life sciences organizations centralize, harmonize, and govern multilingual terminology across regulated workflows using AI-assisted terminology intelligence combined with professional linguistic and domain expertise.

AI-ASSISTED TERMINOLOGY WORKFLOW

AI-Assisted Terminology Intelligence Built for Regulated Content

Sesen combines AI-assisted terminology intelligence with professional life sciences linguistic expertise to help organizations centralize, harmonize, govern, and reuse multilingual terminology across regulated content workflows.

01
AI-Assisted Controlled Reviewer Ready
AI-Assisted Analysis

AI-Assisted Term Extraction

Identify critical terminology from regulated life sciences content using AI-assisted terminology analysis and professional linguistic review.

Clinical Protocols ICFs Regulatory Submissions IFUs Safety Reports Product Labeling Software UI Strings
02
Standardized Global Cross-Market
Terminology Control

Terminology Harmonization

Detect inconsistent preferred terms, product names, medical phrases, abbreviations, regulatory wording, and regional terminology variations.

Preferred Terms Product Names Medical Phrases Abbreviations Regulatory Wording Regional Variants
03
Approved Multilingual Reusable
Multilingual Assets

Multilingual Glossary Development

Create approved terminology assets that support translation workflows, reviewer alignment, regulatory consistency, and long-term reuse.

Translation Workflows Reviewer Alignment Regulatory Consistency Long-Term Reuse
04
Versioned Audit-Ready Enterprise
Governance Layer

Terminology Governance

Support approval workflows, reviewer feedback, version control, ongoing updates, and cross-team terminology alignment.

Approval Workflows Reviewer Feedback Version Control Ongoing Updates Cross-Team Alignment
05
Reusable Scalable Consistent
Global Reuse

Terminology Reuse Across Content

Apply approved multilingual terminology consistently across clinical, regulatory, safety, labeling, commercial, and digital health content workflows.

Clinical Regulatory Safety Labeling Commercial Digital Health Platforms
Terminology Lifecycle

From Source Content to Governed Multilingual Reuse

AI + Human Validation
1

Source Content

Clinical, regulatory, labeling, safety, and digital health materials

2

AI Extraction

Critical terms, variants, acronyms, and terminology patterns

3

Human Validation

Professional native medical linguist and reviewer confirmation

4

Governance

Approval workflows, version control, and glossary updates

5

Multilingual Reuse

Consistent terminology across languages, markets, and content systems

Enterprise Metadata

Designed for Controlled Multilingual Operations

Terminology intelligence becomes more valuable when it supports real enterprise requirements: approval, traceability, version control, reviewer alignment, and reuse across global content workflows.

Controlled Reviewer Approved Versioned Multilingual AI-Assisted Audit-Ready Global Submission-Ready Reusable Human Validated
LIFE SCIENCES SPECIALIZATION

Designed for Complex Life Sciences Workflows

Sesen’s terminology intelligence workflows are designed for regulated life sciences environments where multilingual consistency impacts compliance readiness, reviewer alignment, patient communication, and global operational efficiency.

Shared Across Global Workflows

One Terminology Governance Layer Across Life Sciences Content

Controlled Terminology AI-Assisted Harmonization Human Validation Version Control Multilingual Reuse
Sesen combines AI-assisted terminology intelligence with professional native medical linguist review to support accurate, scalable, and regulator-ready multilingual terminology workflows across clinical, regulatory, labeling, safety, and digital health environments.
CONTROLLED AI + HUMAN REVIEW

AI-Enabled Workflows With Human Life Sciences Expertise

Sesen does not position terminology intelligence as fully automated AI. We combine AI-assisted terminology analysis with professional linguistic and domain review to support accurate, controlled, and regulator-ready multilingual content workflows.

AI-Assisted Intelligence

AI Accelerates Identification and Analysis

AI-assisted terminology intelligence helps identify patterns, inconsistencies, and reuse opportunities across complex multilingual content environments.

Terminology Extraction
Identify critical terms, acronyms, variants, and repeated terminology patterns.
Multilingual Analysis
Surface terminology inconsistencies across languages, documents, and markets.
Harmonization Signals
Detect terminology reuse opportunities and preferred term candidates.
Workflow Acceleration
Help teams process large terminology environments more efficiently.
Governed
Human Life Sciences Expertise

Professional Review Remains Central

Professional native medical linguists and subject-matter expertise validate terminology for medical accuracy, regulatory appropriateness, and patient clarity.

Professional Native Medical Linguists
Validate terminology for accuracy, fluency, and real clinical context.
Subject-Matter Review
Apply life sciences expertise across clinical, regulatory, labeling, safety, and digital content.
Regulatory Appropriateness
Review wording for controlled, market-appropriate, and reviewer-ready use.
Patient Clarity
Support language that is accurate, readable, and appropriate for patient-facing materials.
Central Governance Layer

Enterprise Teams Retain Approval Control

AI-assisted terminology intelligence becomes more effective when integrated into structured human review, reviewer feedback, and enterprise approval processes.

Approval Control
Reviewer Validation
Version Control
Terminology Governance
Audit-Ready Workflows
Enterprise Ownership
Human Validated
Controlled Terminology
Reviewer Approved
Versioned
Audit-Ready
Multilingual Governance

Sesen helps life sciences organizations accelerate terminology operations while maintaining the human expertise, governance structure, and multilingual quality controls required for regulated global content environments.

CONNECTED AI INFRASTRUCTURE

Part of the Sesen AI Infrastructure Ecosystem

Sesen’s terminology intelligence capabilities operate within a broader AI-enabled multilingual infrastructure designed specifically for regulated life sciences content workflows.

SesenGPT

AI-assisted translation and multilingual workflow infrastructure for regulated life sciences content.

AI-Assisted Translation Workflow Infrastructure Multilingual Operations

Labeling Workspace

Structured labeling review, multilingual validation, CCDS alignment, and global coordination workflows.

Labeling Governance Multilingual Coordination Validation Workflows

Hybrid Translation Workflows

Human-reviewed AI-assisted translation workflows designed for regulated multilingual content operations.

Human Review Regulated Workflows Life Sciences Content

AI Validation & QA

Automated terminology, formatting, numerical, and multilingual consistency validation workflows.

Terminology Validation Consistency Checks Quality Assurance
Central Governance Layer

Terminology Intelligence

Centralized multilingual terminology governance connecting translation, labeling, validation, review, and regulated content workflows.

Controlled Terminology
Versioned Glossaries
Human Validated
Multilingual Reuse
Shared Infrastructure Layer

Connected Across the Sesen AI Ecosystem

AI + Human Validation
Terminology Governance
Multilingual Consistency
Human Review
Validation Workflows
Version Control
Regulated Content Support

By connecting terminology intelligence, AI-assisted translation, labeling workflows, multilingual validation, and professional human review, Sesen helps organizations build more consistent and governable global content environments.

ENTERPRISE BENEFITS

Benefits for Global Life Sciences Teams

Terminology intelligence translates regulated multilingual workflows into measurable operational value by improving consistency, reducing review friction, and supporting scalable global content operations.

01

Improve Consistency

Reduce terminology drift across global content, business units, reviewers, vendors, and markets.

Support more consistent preferred terms, regional wording, and multilingual content sets across regulated workflows.

02

Accelerate Review Cycles

Reduce repeated reviewer corrections, terminology disputes, and clarification loops.

Help medical, regulatory, labeling, and in-country reviewers work from a more aligned terminology foundation.

03

Improve Translation Efficiency

Increase translation memory leverage, terminology reuse, and multilingual content efficiency.

Reduce duplicated effort across projects, updates, languages, and recurring regulated content programs.

04

Support Regulatory Readiness

Maintain terminology consistency across submissions, labeling updates, and safety documentation.

Support reviewer-ready multilingual content with controlled terminology and structured governance workflows.

05

Strengthen Global Governance

Centralize terminology management across regions, business units, vendors, and review teams.

Improve cross-team alignment through approved terminology assets, version control, and ongoing updates.

06

Support AI-Enabled Content Operations

Provide structured terminology foundations for scalable AI-assisted multilingual workflows.

Improve AI-assisted translation, QA, validation, and global content operations with governed terminology assets.

Enterprise Outcomes

Operational Value Across Regulated Multilingual Content

Sesen helps organizations turn terminology governance into practical gains for quality, review efficiency, regulatory readiness, and scalable AI-assisted content operations.

Multilingual Consistency
Reviewer Efficiency
Governance Alignment
Translation Memory Leverage
Regulatory Readiness
Scalable AI Workflows
Business Value

A stronger terminology foundation helps global teams reduce operational friction while improving multilingual consistency across the content lifecycle.

Sesen’s terminology intelligence workflows help life sciences organizations strengthen governance, support regulatory readiness, and scale AI-assisted content operations across global regulated environments.

REAL-WORLD TERMINOLOGY APPLICATIONS

Terminology Intelligence Use Cases

Sesen’s terminology intelligence workflows support real-world multilingual terminology management scenarios across clinical, regulatory, labeling, pharmacovigilance, medical device, and digital health environments.

Sesen’s terminology intelligence workflows continue to support evolving multilingual use cases across regulated life sciences operations, helping organizations strengthen terminology governance while scaling global content environments.

ENTERPRISE MULTILINGUAL GOVERNANCE

Talk With Team Sesen

Discuss terminology governance, multilingual consistency, and AI-assisted life sciences content workflows with Sesen’s localization and terminology specialists.

CONTACT SALES REQUEST A CONSULTATION
Clinical
Regulatory
Labeling
Pharmacovigilance
Digital Health