SesenGPT Platform

SesenGPT: Controlled AI Translation Infrastructure for Life Sciences

SesenGPT helps life sciences teams use AI responsibly within structured, human-validated translation workflows for clinical, regulatory, labeling, safety, and digital health content.

Built around a life sciences-adapted AI core, customer-specific terminology and translation memory, selective AI assistance, medical linguist review, validation QA, and traceable delivery, SesenGPT supports faster multilingual workflows without shifting risk to uncontrolled automation.

START YOUR SESENGPT PILOT TALK WITH TEAM SESEN

AI-enabled workflows

Expert human validation

Clinical, regulatory, and labeling content

150+ languages

Hybrid Translation

Selective AI assistance combined with expert medical linguist review for quality, consistency, and scale.

AI Validation & QA

Structured checks for terminology, numbers, formatting, completeness, and multilingual consistency.

SesenGPT

The core AI platform behind Sesen’s regulated multilingual workflows, combining a life sciences-adapted AI core, approved translation reuse, customer-specific terminology control, expert human review, and validation-driven QA.

Clinical Trial AI

Controlled support for ICFs, protocols, patient-facing materials, site documents, and study updates.

Regulatory Automation

Controlled multilingual workflows for submissions, labeling updates, and compliance-sensitive documentation.

Terminology Governance

Approved term management, harmonization, and multilingual reuse across products, studies, and markets.

Labeling & Digital Health

Connected support for labeling operations, IFU content, apps, portals, eCOA, and digital health localization.

A Controlled AI Translation Platform for Regulated Multilingual Life Sciences Content

SesenGPT is not generic machine translation, not a public AI chatbot, and not a replacement for qualified medical linguists. It is Sesen’s controlled AI-enabled workflow infrastructure for clinical, regulatory, labeling, safety, and digital health content that requires stronger terminology discipline, validation, and human accountability.

By combining approved translation reuse, customer-specific terminology control, life sciences-adapted AI assistance, expert human review, and built-in QA validation, SesenGPT helps life sciences teams improve speed, consistency, and scalability across recurring multilingual workflows while keeping final accountability in qualified human hands.

START YOUR SESENGPT PILOT EXPLORE AI-POWERED WORKFLOWS

Controlled AI Infrastructure

SesenGPT is not a public AI chatbot or generic machine translation engine. It is Sesen’s structured AI-enabled workflow layer for regulated multilingual life sciences content, built around a life sciences-adapted AI core and controlled workflow execution.

Built for Regulated Programs

It is designed for life sciences teams managing recurring clinical, regulatory, labeling, safety, and digital health content across markets and languages.

Human Review and QA

SesenGPT combines approved translation reuse, customer-specific terminology control, selective AI-assisted drafting, expert human review, and built-in QA validation.

Why Life Sciences Translation Needs Controlled AI, Not Uncontrolled Automation

Clinical, regulatory, labeling, and safety content cannot be treated like general business translation. When terminology, dosage, contraindications, study procedures, patient instructions, adverse event language, and labeling updates are involved, multilingual workflows need more than raw speed.

Responsible AI for Regulated Multilingual Content

Clinical, regulatory, labeling, and safety content cannot be treated like general business translation.

Errors in terminology, dosage, contraindications, study procedures, patient instructions, adverse event language, or labeling updates can create downstream review and patient-safety risk.

Generic AI translation does not automatically provide terminology governance, version control, reviewer coordination, audit-ready documentation, or final human accountability.

SesenGPT offers a more controlled model: AI where appropriate, human validation where required, and structured QA throughout.

Generic AI Translation

General-purpose output without life sciences workflow controls

No built-in terminology governance or approved translation reuse

Limited traceability for versioning, review, and audit support

No embedded human accountability model for regulated content

SesenGPT Controlled Workflow

Selective AI assistance inside structured multilingual workflows

Terminology control, translation memory, and approved content reuse

Professional medical linguist review with validation-driven QA

Workflow discipline designed for regulated content operations

How SesenGPT Works

SesenGPT supports a structured operating model that combines controlled AI assistance, professional human review, terminology discipline, and validation-driven QA for recurring multilingual life sciences content.

Step 01

Content Intake and Risk Review

Clinical, regulatory, labeling, safety, or digital health content is reviewed for content type, language scope, intended use, and workflow requirements.

Step 02

Translation Memory and Terminology Preparation

Approved prior translations, glossaries, product terminology, study terminology, style rules, and client-specific preferences are applied first.

Step 03

Selective SesenGPT-Assisted Drafting

SesenGPT supports controlled draft translation for suitable new or updated content within the defined workflow.

Step 04

Professional Medical Linguist Review

Qualified human linguists review, edit, and validate translated content for accuracy, terminology, context, tone, and intended use.

Step 05

AI-Assisted Validation and QA

Structured QA checks terminology, numbers, completeness, consistency, formatting, and potential multilingual risk areas.

Step 06

Delivery, Documentation, and Reuse

Final content is delivered with updated translation memory, terminology assets, and workflow records to support future multilingual reuse.

Build a More Controlled Multilingual AI Program

Start with a SesenGPT pilot that combines AI-assisted drafting, expert human review, terminology control, and validation-driven QA for clinical, regulatory, labeling, safety, and digital health content.

START YOUR SESENGPT PILOT EXPLORE AI VALIDATION

Core Capabilities of the SesenGPT Platform

SesenGPT combines controlled AI assistance, human review, validation, terminology governance, and coordinated workflow execution to support regulated multilingual life sciences content at scale.

Platform Capabilities for Regulated Multilingual Workflows

SesenGPT is designed to support life sciences teams that need AI efficiency with a life sciences-adapted AI core, stronger terminology discipline, workflow control, human review, and validation-driven quality assurance.

Controlled AI assistance for suitable regulated content, supported by a life sciences-adapted AI core rather than unmanaged automation.

Customer-specific terminology, translation reuse, human review, and QA connected within one platform model.

Enterprise-ready support for recurring multilingual workflows across clinical, regulatory, labeling, safety, and digital health programs.

SesenGPT-Assisted Translation

Controlled AI-assisted drafting for suitable regulated life sciences content within structured multilingual workflows, supported by a life sciences-adapted AI core.

Hybrid Translation Workflows

Human-reviewed AI translation designed for quality, consistency, scalability, stronger risk control, and better alignment with customer-specific language assets.

AI Validation & QA

Automated checks for terminology, numbers, formatting, completeness, consistency, and multilingual quality.

Terminology Intelligence

AI-assisted term extraction, glossary harmonization, approved terminology reuse, and terminology governance across global content.

Labeling Workspace

Structured workflows for multilingual labeling translation, review, validation, approval, and ongoing updates.

AI Workflow Orchestration

Coordinated routing across AI support, human review, project management, reviewer input, QA, and final delivery.

Operational AI Workflows Powered by SesenGPT

SesenGPT becomes the platform hub for life sciences teams that need structured AI-enabled multilingual support across clinical, regulatory, labeling, safety, and digital health operations.

Each workflow connects controlled AI assistance with terminology governance, professional human review, validation-driven QA, and delivery discipline tailored to regulated multilingual content programs.

START YOUR SESENGPT PILOT EXPLORE AI WORKFLOWS

Clinical Trial AI Workflows

For ICFs, protocols, patient-facing materials, site documents, ethics submissions, and study updates.

Regulatory Content Automation

For regulatory submissions, agency correspondence, labeling updates, CMC content, and compliance documentation.

Labeling and IFU Translation Workflows

For drug labeling, packaging, product information, IFUs, safety updates, version control, and multilingual review.

Pharmacovigilance AI Support

For adverse event reports, DSURs, PSURs, safety updates, and drug surveillance content.

Digital Health AI Localization

For eCOA, ePRO, patient portals, clinical software, apps, UI strings, and multilingual platform content.

AI Translation Validation

For reviewing AI-translated content created by internal teams, external engines, local affiliates, or prior workflows.

Built for Clinical, Regulatory, Labeling, Safety, and Digital Health Content

SesenGPT is designed for the content types that life sciences teams manage repeatedly across markets, languages, reviewers, and regulated delivery workflows.

Clinical Trial Content

ICFs, protocols, recruitment materials, patient-facing materials, study guides, site communication, and ethics submissions.

Regulatory Content

Submission packages, agency correspondence, CMC content, product dossiers, approval documentation, and compliance documents.

Labeling and IFU Content

Drug labels, product information, patient leaflets, IFUs, packaging, safety updates, and country-specific labeling changes.

Pharmacovigilance and Safety Content

AE reports, DSURs, PSURs, SUSAR narratives, safety updates, and medical review content.

Medical Device Content

IFUs, user manuals, device labeling, technical documentation, clinical evaluation materials, and training content.

Digital Health and eCOA Content

eCOA, ePRO, patient portals, healthcare apps, clinical software, UI strings, screenshots, and digital workflows.

Medical Affairs and Commercial Content

Educational materials, medical communications, patient engagement content, product launch materials, training, and market access communication.

AI Efficiency With Human Accountability

SesenGPT is best understood as an AI-enabled workflow layer inside a quality-controlled life sciences translation model. The value comes from combining a life sciences-adapted AI core, responsible AI assistance, stronger terminology discipline, professional human review, validation-driven QA, and repeatable workflow control.

This positioning helps enterprise teams evaluate SesenGPT as a practical operating model for regulated multilingual content, rather than as a standalone automation tool. It supports efficiency where appropriate while keeping final quality, context, and accountability in qualified human hands.

Human Review at the Point of Accountability

SesenGPT operates inside a quality-controlled life sciences translation model where qualified human review remains central to final quality, context, and accountability.

Terminology Governance and Translation Reuse

Terminology governance, approved translation memory, reviewer coordination, and validation checks help reduce inconsistency across products, studies, documents, and markets.

Workflow Visibility and Documentation

Workflow records support visibility across source files, language scope, review steps, QA checks, versions, and delivery so multilingual programs are easier to manage and repeat.

Secure Infrastructure and Quality Practices

SesenGPT is positioned as an AI-enabled workflow layer supported by secure AWS-hosted infrastructure and ISO-aligned quality practices, without presenting AI as a substitute for human accountability.

What SesenGPT Helps Life Sciences Teams Improve

SesenGPT is designed to improve recurring multilingual workflows in practical ways, from terminology consistency and reviewer efficiency to more structured program execution across teams, documents, and markets.

Speed and Reuse

Faster turnaround for suitable recurring content

Better reuse of approved translations

More efficient updates for labeling and regulatory changes

Consistency and Quality

Stronger terminology consistency across products and markets

Improved multilingual QA visibility

Reduced reviewer rework across recurring workflows

Scale and Program Control

Scalable workflows across teams and languages

Human validation for regulated content risk control

More structured multilingual program management

Start With a Controlled SesenGPT Pilot

The best way to evaluate SesenGPT is to test it with real clinical, regulatory, labeling, safety, or digital health content from your own workflow. A pilot lets your team evaluate quality, consistency, turnaround, and operating fit without committing to a larger rollout first.

The pilot model is designed to help enterprise teams understand where controlled AI assistance fits, where human review adds the most value, and how terminology governance and QA should support future multilingual programs.

START YOUR SESENGPT PILOT TALK WITH TEAM SESEN

Step 01

Share your workflow context

Provide your content type, language scope, intended use, and priority workflow requirements.

Step 02

Review suitability and risk

Sesen reviews content suitability, terminology needs, risk level, and workflow requirements.

Step 03

Define the pilot model

A pilot workflow is configured using SesenGPT, human review, terminology control, and validation QA.

Step 04

Evaluate quality and fit

Your team reviews quality, consistency, turnaround, and overall workflow fit using real content from your program.

Step 05

Plan the best operating model

Sesen recommends the best operating model for future multilingual workflows based on pilot results.

Explore Responsible AI Translation for Life Sciences

Use these supporting resources to explore responsible AI translation, human review, validation, terminology governance, and regulated multilingual content workflows. SesenGPT remains the platform pillar, while these pages provide educational depth and related workflow guidance.

AI & Regulatory Insights

Explore Sesen’s educational hub for responsible AI translation, validation, and regulated multilingual content strategy.

AI-Assisted Translation for Regulated Life Sciences

Learn how AI can support regulated content workflows when paired with stronger controls and human review.

AI Translation Validation for Life Sciences

See how validation-driven review supports terminology, accuracy, consistency, and workflow confidence.

Human Review in AI Translation Workflows

Understand why human review remains central in responsible AI-enabled life sciences translation programs.

Clinical Trial AI Translation Workflows

Explore structured AI-enabled support for ICFs, protocols, patient-facing materials, and study operations.

Terminology Governance for Life Sciences Translation

Learn how approved terminology and harmonization support quality across multilingual programs.

Labeling Translation Workspace

See how Sesen supports structured labeling translation, review, validation, and ongoing updates.

Clinical & Regulatory Knowledge Hub

Browse additional guidance for clinical, regulatory, and multilingual life sciences content workflows.

SesenGPT FAQ

These answers help clarify how SesenGPT supports controlled AI translation workflows for regulated multilingual life sciences content.

What is SesenGPT?

SesenGPT is Sesen’s controlled AI-enabled workflow infrastructure for regulated multilingual life sciences content. It combines AI assistance, terminology governance, translation reuse, human review, and validation-driven QA.

Is SesenGPT a machine translation engine?

No. SesenGPT is not positioned as a standalone machine translation engine. It is a structured workflow layer that supports AI-assisted drafting inside a quality-controlled life sciences translation model.

How is SesenGPT different from generic AI translation?

SesenGPT is designed for regulated multilingual workflows. It emphasizes terminology control, translation memory, human review, validation QA, and workflow visibility rather than generic AI output alone.

Does SesenGPT replace human translators?

No. Human review remains central to final quality, context, and accountability. SesenGPT is designed to support human experts, not replace them.

What types of life sciences content can SesenGPT support?

SesenGPT can support clinical, regulatory, labeling, pharmacovigilance, digital health, medical device, and other recurring multilingual life sciences content workflows.

Can SesenGPT be used for clinical trial translation?

Yes. SesenGPT can support controlled workflows for ICFs, protocols, patient-facing materials, site documents, and related clinical trial content.

Can SesenGPT support regulatory and labeling translation?

Yes. SesenGPT is designed to support regulatory documentation, labeling workflows, IFUs, safety updates, and other structured multilingual life sciences content.

How does SesenGPT support terminology consistency?

SesenGPT supports terminology consistency through approved glossary use, terminology governance, translation memory, harmonization, and structured QA review.

How does SesenGPT support AI translation validation?

SesenGPT supports AI translation validation through review workflows that check terminology, numbers, formatting, completeness, consistency, and other multilingual quality risks.

Can SesenGPT review AI translations created by another system?

Yes. SesenGPT-related workflows can be used to review AI-translated content created by external systems, internal teams, or prior multilingual workflows.

How does SesenGPT support quality and traceability?

SesenGPT supports quality and traceability through structured workflow records, review visibility, terminology control, translation reuse, QA checks, and disciplined delivery processes.

How can our team start a SesenGPT pilot?

The best starting point is the SesenGPT pilot. Your team can share content type, language scope, and workflow goals so Sesen can define and guide a controlled pilot model.

Build a Controlled AI Translation Program for Life Sciences

Use SesenGPT to combine AI efficiency, expert human validation, terminology governance, and structured QA for regulated multilingual content across clinical, regulatory, labeling, safety, and digital health workflows.

START YOUR SESENGPT PILOT TALK WITH TEAM SESEN