One Multilingual Source of Truth
Centralize approved terminology, definitions, translations, and usage guidance.
AI + Human Terminology Control
Guide approved terminology across AI translation, professional review, and quality assurance.
Governed Review and Approval
Give linguistic, technical, regional, and business experts defined review authority.
Continuous Terminology Quality
Resolve conflicts, retire outdated terms, and improve terminology with every approved project.
One Source of Truth for Global Terminology
Enterprise terminology management is the structured process of identifying, defining, translating, approving, applying, and maintaining the words and concepts that matter to your organization.
Important language is often scattered across spreadsheets, style guides, translation memories, reviewer comments, product documentation, and individual teams. As programs grow, it becomes harder to determine which translation is current, where it applies, and who has authority to change it.
Stepes helps centralize multilingual terminology in a governed termbase organized around the way your business operates.
- Product or service
- Business unit or department
- Subject domain and content type
- Language, locale, and market
- Customer program or brand
- Regulatory or quality framework
Control the Terminology That Defines Your Business
Create a consistent language foundation for the vocabulary that carries meaning, identity, and risk across global content.
Product and Feature Names
Protect official product names, model names, features, modules, plans, and interface concepts across markets.
Technical and Scientific Terms
Maintain consistent language for components, procedures, specifications, materials, processes, and specialized concepts.
Medical and Regulated Language
Control approved clinical, medical, safety, quality, labeling, and regulatory terminology in high-assurance workflows.
Brand and Marketing Language
Preserve product naming, campaign vocabulary, approved claims, brand expressions, and market-specific requirements.
Legal and Financial Terms
Provide approved language for contracts, policies, disclosures, reporting, compliance, and specialized financial concepts.
Acronyms and Abbreviations
Define when shortened forms should be retained, translated, expanded, or adapted for each audience and market.
From Term Discovery to Governed Use
Terminology should not be a one-time glossary exercise. Stepes connects discovery, definition, validation, application, and improvement in one continuous workflow.
Discover
Identify candidate terms from approved content, glossaries, translation memories, and active projects.
Define
Document concept meaning, domain, context, usage guidance, and important distinctions.
Translate
Add target-language equivalents and controlled locale variants for the required markets.
Review
Route terminology to linguists, subject-matter experts, product owners, and regional teams.
Approve
Establish preferred, allowed, prohibited, and deprecated terminology with clear authority.
Apply
Make approved terms available across AI translation, professional review, and quality assurance.
Improve
Resolve conflicts, update changed language, and strengthen the termbase as content evolves.
Preserve the Meaning Behind Every Term
A basic glossary may contain only a source word and its translation. Enterprise terminology requires the context people and systems need to apply each concept correctly.
Concept and Definition
Explain the underlying concept so teams understand meaning rather than relying on an isolated word.
Approved Language
Maintain preferred source terms, target-language equivalents, acceptable alternatives, and prohibited variants.
Business Context
Associate each record with the relevant product, domain, audience, content type, market, or business unit.
Usage Guidance
Capture capitalization, abbreviation, grammatical behavior, audience considerations, examples, and exceptions.
Ownership and Status
Identify owners and reviewers while distinguishing proposed, under-review, approved, prohibited, and deprecated entries.
Change History
Preserve updates, comments, supporting references, and the decisions that explain how terminology evolved.
Secure access
Product security · Authentication
Apply Approved Terminology Where Content Is Created
Terminology creates greater value when it actively guides multilingual production rather than remaining in a reference file that teams must remember to open.
Guide AI Translation
Give governed AI workflows clearer direction for organization-specific terminology, product language, approved translations, and prohibited variants.
Support Professional Linguists
Provide approved terminology, definitions, context, and usage instructions while translators work.
Strengthen Linguistic Review
Help editors, subject-matter experts, and in-country reviewers evaluate terminology against one shared source of truth.
Enforce Terminology Through QA
Identify missing preferred terms, prohibited variants, inconsistent translations, and entries that require expert review.
Terminology Is More Than Find and Replace
Languages express meaning differently. A preferred term may need to change form because of grammar, gender, number, case, word order, compounding, or surrounding context. Approved terminology establishes the required concept, while professional linguists confirm that it is applied accurately, naturally, and appropriately for the target audience.
Make Every Terminology Decision Accountable
Connect language decisions with defined ownership, qualified review, controlled access, and approval authority.
Assign Terminology Ownership
Designate the people responsible for terminology by product, domain, language, market, or business unit.
Route Terms to the Right Experts
Coordinate linguistic, technical, scientific, legal, regulatory, brand, and regional review.
Control Access and Permissions
Determine who can view, propose, edit, comment on, review, approve, deprecate, and manage terminology.
Preserve Change History
Track how terminology changes over time, including who reviewed it, what changed, and which version was approved.
Detect Issues Before Content Is Released
Approved terminology provides a practical foundation for automated checks and professional review throughout translation and final approval.
- Missing preferred terminology
- Prohibited or deprecated variants
- Inconsistent translations of the same concept
- Unapproved product or feature names
- Capitalization and spelling differences
- Conflicting market or domain variants
Automated checks help identify rule-based deviations. Human review remains essential when the correct decision depends on meaning, grammar, context, audience, or market use.
Terminology Management and Translation Memory
Termbases and translation memories solve different language challenges. Together, they create a stronger foundation for AI translation, professional linguists, reviewers, and global content teams.
Terminology Management
- Stores terms, product names, abbreviations, and specialized concepts.
- Defines preferred translations, acceptable alternatives, and prohibited variants.
- Preserves definitions, domain context, ownership, status, and usage guidance.
- Guides AI systems, translators, reviewers, and terminology quality checks.
Translation Memory
- Stores approved sentences, headings, interface strings, and other bilingual segments.
- Identifies identical or similar content for future reuse.
- Improves consistency across recurring content, releases, and document versions.
- Reduces repetitive translation work and gives linguists contextual reference.
Translation memory preserves approved sentence-level content. Terminology management governs the concepts that must remain consistent across new content. Together, they give AI and human teams reusable context and controlled vocabulary.
Terminology Works Better as Part of One Connected System
Stepes connects terminology with the workflows, language assets, quality controls, and enterprise systems used to produce multilingual content.
Approved terminology, context, ownership, and usage rules
Build on the Terminology You Already Have
Turn fragmented glossaries, legacy termbases, approved content, and expert knowledge into a structured and maintainable enterprise terminology program.
Assess and Prioritize
Inventory existing glossaries, termbases, style guides, approved content, and expert knowledge, then focus first on terminology with the greatest business or quality impact.
Consolidate and Structure
Normalize overlapping resources, resolve duplicates and conflicts, and add the definitions, domains, markets, context, status, and ownership needed for reliable use.
Translate and Validate
Translate priority terminology and coordinate professional linguistic, subject-matter, and in-market review for the required languages.
Connect and Govern
Define ownership, permissions, and approval paths, then connect approved terminology with AI translation, professional review, and quality assurance workflows.
Maintain and Improve
Add new concepts, incorporate validated feedback, update changed product language, and retire outdated terms as your organization evolves.
Start With the Terminology That Matters Most
Begin with language that has the greatest effect on meaning, quality, customer experience, safety, compliance, product identity, or review effort. Expand the termbase as new content, products, languages, and markets are introduced.
Terminology Control for Business-Critical Content
Apply structured terminology governance where accuracy, consistency, product identity, and specialized subject knowledge matter most.
Life Sciences and Medical Devices
Maintain approved medical, clinical, scientific, product, labeling, safety, quality, and regulatory terminology across languages.
Software and SaaS
Control product names, feature names, interface terminology, technical concepts, error messages, and documentation vocabulary.
Manufacturing and Engineering
Manage component names, materials, specifications, procedures, warnings, equipment terminology, and technical abbreviations.
Legal and Financial Services
Establish approved language for defined terms, clauses, policies, disclosures, financial concepts, controls, and compliance requirements.
Marketing and Global Brand Teams
Protect product naming, campaign vocabulary, brand expressions, claims, value propositions, and prohibited wording across markets.
Create More Consistent Global Content at Scale
More Reliable AI Translation
Provide AI workflows with approved organization-specific terminology and clearer language requirements.
Faster Linguistic Review
Reduce repeated terminology research and clarification by giving teams shared guidance from the beginning.
Fewer Recurring Terminology Disputes
Turn resolved questions into reusable decisions instead of revisiting them in every project.
Stronger Brand and Product Control
Protect the language customers use to recognize, understand, and interact with your products.
Greater Program Continuity
Preserve language knowledge as employees, providers, products, systems, and organizations change.
Continuous Quality Improvement
Feed approved corrections and new terminology decisions back into future multilingual work.
Connected Terminology Management for Modern Language Operations
Build a living language resource that supports AI translation, professional expertise, enterprise governance, and continuous multilingual quality improvement.
Connected by Design
Terminology works alongside AI translation, professional review, translation memory, quality assurance, workflow automation, approvals, APIs, and reporting.
Built for AI and Human Expertise
Use automation to accelerate discovery, application, and checks while retaining professional judgment for meaning, grammar, and market fit.
Structured for Enterprise Governance
Organize terminology by the products, departments, domains, languages, markets, and programs that reflect your operating model.
Designed for Continuous Improvement
Build a living language resource that grows through approved projects, new product language, and resolved terminology decisions.
Extend Terminology Across Your Translation Operations
Enterprise Terminology Management FAQ
What is terminology management?
What is a termbase?
What is the difference between a glossary and a termbase?
How is terminology management different from translation memory?
How does terminology management improve AI translation?
Does terminology management replace professional translators?
Can existing glossaries and terminology resources be imported?
Can terminology vary by product, department, or market?
Who should approve enterprise terminology?
Can terminology QA identify incorrect usage?
How often should a termbase be updated?
Can Stepes help build a new terminology program?
Turn Terminology Into a Governed Global Language Asset
Bring product, technical, brand, and regulated terminology into one connected workflow for AI translation, professional review, quality assurance, and multilingual content operations.