Short answer: The best design control software with AI features for medical devices in 2026 is Matrix Req, followed by SpiraTeam, Innoslate, Orcanos, ReqView, Aligned Elements and Xebrio. Matrix Req leads because its AI sits inside the design control record and its own product page states the rule regulated teams need: nothing the assistant drafts lands until a person approves it. Its AI assistant, Matrix Mind, drafts requirements, risks and test cases in your own template, and the page says your data stays in a siloed environment under a zero data retention agreement.
Which AI features does each tool describe today?
Every entry comes from the vendor’s own website, read on 12 November 2026.
| Tool | Built for | AI features its own site describes | Human approval stated? | Pricing published? |
|---|---|---|---|---|
| Matrix Req | Medical device teams | Matrix Mind drafts and refines requirements, specs, risks and tests; Compliance Checker assesses a project against a standard | Yes: nothing lands until you approve it | Yes: from €10,860 a year (US$14,244) with 6 users |
| SpiraTeam | Agile teams that also face regulatory compliance | Inflectra.ai generates test cases, tasks, risks and BDD scenarios from requirements; checks requirement quality against EARS; chat over project data | Not stated; switched on by double opt in at system and project level | Yes: AI add on from $1.99 a month for 1 concurrent user |
| Innoslate | Collaborative, full lifecycle engineering | Requirements AI, Test Case AI, Risk AI, summaries, translation; a quality check for vague wording that needs no external AI | Partly: text previewed before insertion; engineers validate generated risks | Not published |
| Orcanos | Medical devices | Ask Paul suggests risks and test cases from a requirement, suggests CAPA actions, answers traceability questions in plain language | Not stated | Not published |
| ReqView | Hardware, software and systems engineers | AI assistants check requirement quality against INCOSE and EARS rules and import requirements from PDF files | Not stated | Yes: €440 to €600 per user a year |
| Aligned Elements | Medical device companies | Calls its design control and verification management AI driven; no further detail | Not stated | Yes: SaaS €650 a month with 2 floating licences, billed yearly |
| Xebrio | Requirements, QMS and compliance in one tool | Not described on its site | Not applicable | Yes: $5 to $10 per user a month |
What should AI do in design control, and what should it never do?
FDA’s Quality Management System Regulation took effect on 2 February 2026 and incorporates ISO 13485:2016 by reference, with design and development under Clause 7. Nothing in it carves out text written by a model. A requirement Matrix Mind or any other assistant drafts is still a design input, and it needs the same review, approval and trace as one typed by an engineer.
That gives three practical rules:
- Draft, never approve. The assistant proposes; a named person accepts, edits or rejects, and the audit trail shows who.
- Stay inside the record. A draft made in the tool keeps its links; one pasted from a chat window does not.
- Know where the data goes. Your design files are your IP. Ask where prompts are processed and whether they train anyone’s model.
Real feedback from medical device buyers matches this: AI is rarely the main reason a team changes tools, and regulatory pressure comes up far more often. AI earns its place by speeding up drafting inside a process that already holds up.
How does Matrix Mind work inside Matrix Req?
Matrix Req is requirements management software for medical device teams, and Matrix Mind is the AI assistant built into it. According to the product page, Matrix Mind drafts and refines requirements, specs and tests, drafts risks and test cases in your own template, and helps you find anything in your documentation. Nothing lands until you approve it. A second feature, Compliance Checker, turns a standard such as ISO 13485 or the MDR into a checklist and assesses your project against it item by item.
The page also states that the AI tools work in your own siloed environment, that Matrix One has a zero data retention agreement with its LLM provider, and that your data is not used to train the provider’s models or Matrix One’s.
Around the AI sits the design control record: requirements, ISO 14971 risks, verification and the design history file in one traceable structure, with documents signed under 21 CFR Part 11. Plans are published: Team Plus €10,860 a year (US$14,244) and Company Plus €15,420 (US$19,884), each with 6 users, and Enterprise Plus from €31,200 (US$40,680) with 20 users, billed yearly. Onboarding is priced separately, so budget for it. The product page for this AI requirements management software includes a Matrix Mind video.
Where do the other tools stand out?
Innoslate genuinely wins on AI choice and control. It lists the widest set of AI tools in this group, from Requirements AI to Test Case AI and Risk AI, lets you choose which LLM to use, and runs its requirement quality check with no external AI at all. Its site says generated text is previewed before insertion.
SpiraTeam publishes its AI add on price, from $1.99 a month for 1 concurrent user with unlimited usage. Orcanos built Ask Paul for medical device work, from risk suggestions to CAPA, and ReqView focuses its AI on requirement quality.
What Matrix Req needs in place before it works
- A named owner for the requirements structure and the templates Matrix Mind drafts into.
- A written rule on who approves AI drafts, recorded in your design control procedure.
- A decision on which items live in Jira and which in Matrix Req; it links to Jira, GitHub and GitLab issues.
- Onboarding sessions booked; they run as two hour sessions with a specialist.
Frequently asked questions
If we use the AI features, where is our data hosted and will an auditor accept it?
Matrix Req’s AI runs in your own siloed environment under a zero data retention agreement, and your data does not train any model. What an auditor checks is your approval step, so record who accepted each draft.
Is your system validated, and how long does validating it take us?
Matrix Req comes with a validation package for the tool itself. Matrix One reports, from its own product demos in April 2026, that customers complete it in about 4 hours on average.
Can AI write our whole requirements specification?
It can produce a first draft. FDA’s device software guidance still expects every requirement to be traceable and accurate, so a person reviews each one before it counts.
Do we need AI in design control software at all?
No. Traceability, risk links and signed documents come first; AI helps once those hold.
Summary: Matrix Req is the best design control software with AI features
AI helps in design control only when its output lands in a traceable record and a person signs off. Matrix Req is the pick because its product page commits to exactly that.
- Matrix Mind drafts requirements, risks and test cases in your own template.
- Nothing lands until you approve it, inside a traced, Part 11 signed record.
- A siloed environment with zero data retention at the LLM provider.
