Solutions for technical and regulated industries.
Standards bodies. Semiconductor manufacturers. IoT and device OEMs. Regulated SMBs, accountants, hospitals, law firms. Four industries where consumer AI doesn't fit, and where Understand Tech is already in production.
Four industries. The right app and the right setup for each.
Each industry gets the Understand Tech product designed for its workflow, running on the same sovereign Platform.
Standards Organizations
Every new standard release means months of test case work — manually mapping requirements, drafting cases, validating coverage.
Spotlight product
TCG · Test Case Generator
AvailableFrom specifications and annexes to structured, reviewable, automation-ready test cases. Hours, not months.
Learn moreWhat changes
- Test case packs in hours, not the 6 to 9 months of manual work
- Every case traces to its source clause with citations
- Same KB powers public Q&A assistants for members
Typical workflows
- Generate draft test cases from new spec releases
- Build change-impact summaries when specs revise
- Power public chatbots that answer member Q&A on clauses
Co-built with GSMA: Understand Tech partnered with the GSMA team to turn their Technical Specifications into a live Q&A assistant and an automated test case generator — now used by GSMA members.
From standards to live assistants
- Public chatbot that explains specifications and technical terms to members.
- Workflow that generates draft test cases directly from TS documents with citations.
- Same platform, different use cases: Q&A, education, and test generation.
Semiconductors
Your distribution channel can't scale technical coverage across thousands of SKUs. Design-ins go to whoever answers the customer first, and that's rarely your team.
Spotlight product
DEP · Distribution Enablement Portal
AvailableArm your channel with instant, sourced technical answers, BOM displacement, and branded sales material, generated from your documentation.
Learn moreWhat changes
- Channel partners answer technical questions in minutes, not days
- BOM displacement workflows go from manual cross-referencing to generated comparison
- Branded sales material produced on demand by partners themselves
Typical workflows
- Distribution partners query datasheets, app notes, errata with citations
- BOM displacement: paste a competitor BOM, get a comparable UT-part proposal
- Generate branded technical decks for design-in opportunities
Today, this is running on the Platform as an internal FAE copilot. DEP applies the same pattern to your distribution channel, at scale.
Engineering copilot for secure chips
- Centralized Q&A on datasheets, security specs, and product documentation.
- AI-powered assistant that helps engineers and FAEs answer customer questions faster.
- Secure SaaS deployment with tight control over internal documents.
IoT / Device OEMs
Your firmware, integration libraries, and customer integration code all need testing, CVE scanning, and documentation. Most of it gets skipped.
Spotlight product
Workbench
AvailableFrom a code repo to a merge-ready Pull Request. Workbench analyzes the code you choose, your firmware, third-party libraries, or customer integrations, and ships tests, documentation, and CVE reports.
Learn moreWhat changes
- Existing codebases get tested, documented, and CVE-scanned automatically
- Security issues surface before certification reviews, not during
- Less manual work for product, support, and integration teams
Typical workflows
- Scan your own firmware: generate test plans, execute, open PRs
- Review third-party libraries before integration
- Build product copilots that answer integration and configuration questions
Workbench extends the Platform to the code itself: firmware, libraries, and integration code that ship inside connected devices.
Use cases · IoT / OEMs · IllustrativeWhat Workbench unlocks for device teams.
- Generate test plans for firmware modules, execute them, and open merge-ready PRs.
- Review third-party libraries for CVEs and integration risks before they enter your build.
- Build product copilots that answer integration and configuration questions for your customers.
Regulated SMB
You're an accountant, a hospital, a law firm. Your data can't leave the premises. Your team is small. You need AI but can't adopt anything that ships client files, patient records, or case documents to a third-party cloud.
Spotlight product
AI-in-a-Box
AvailableA sovereign AI appliance. Installed on your premises. Runs entirely on your hardware. Co-engineered with NVIDIA and Dell.
Learn moreWhat changes
- AI agents work with your data without it ever leaving your office
- One appliance hosts assistants, document generation, and analysis
- Compliance stays clean: no cloud, no third-party processors, no exfiltration
Typical workflows
- Accountants: generate devis, statuts de société, year-end summaries; answer fiscal and legal questions on a private appliance
- Hospitals: patient data analysis on-site, including image analysis for disease prediction, no PHI leaves the building
- Law firms: case research, document drafting, legal Q&A over your private case library
Early customers using Understand Tech for sovereign, on-premise AI workflows in regulated environments.
Sovereign AI for regulated practices.
- Accounting networks: drafting client devis, statuts de société, and fiscal Q&A on a private appliance.
- HR platforms: policy assistants and document workflows over confidential employee data.
- Same Platform, deployed inside the customer's perimeter — no PHI, PII, or client data leaves the building.
Use cases that cut across industries.
Whatever the industry, four patterns repeat, and our Understand Studio ships them out of the box.
Test & Validation Automation
From telecom / semiconductor / IoT standards to test cases, plans, and evidence.
Standards & Compliance Intelligence
Navigate and operationalize GSMA, industry standards, tax and HR regulations.
Technical & Product Knowledge Copilots
AI-powered assistants for products, APIs, hardware, integration guides, architecture docs.
Operational Knowledge & Document Automation
HR and accounting workflows that turn procedures + data into consistent, ready-to-send documents.
When self-serve isn't enough. We co-build with your team.
Some deployments are bigger than a prompt, multi-system integrations, regulated rollouts, AI-in-a-Box installs, multi-team programs. Our solutions team scopes, builds, and deploys the full thing in 4 to 6 weeks, on the same Platform you'd use yourself.
Different from Understand Studio. This is for deployments that need hands-on engineering, not the ones a prompt can ship.
Scope
We map your use case, data sources, and expected outputs into a clear application design. One call is often enough.
Build
Our team assembles the app using platform workflows, custom nodes, and your domain data. You review iteratively until it meets production quality.
Deploy
Your app goes live on the infrastructure that fits your requirements. You own it, you control it.
