How it works
How Matterlyt works
From questionnaire to completed response — and everything your team needs to stay consistent across every deal.
Questionnaires
Upload a questionnaire.
Get it back answered.
Drop in any security questionnaire — Excel, Word, PDF. Matterlyt reads through every question, pulls answers from your company's knowledge base, and fills them in. If it's not confident about something, it flags it for review. You download the completed file and send it from your own email.
- Any format: Excel, Word, or PDF
- Answers drawn from your own company's history
- Uncertain questions flagged for human review
- Download the original file format, ready to send

Knowledge base
Your company's knowledge, built automatically.
Every time an expert in your team answers a question, that answer is saved. Every questionnaire you process teaches the system more about your product, certifications, and policies. And cluster detection catches the moment two answers start to drift apart — surfacing near-duplicate and contradictory facts so you can merge them into one authoritative version, instead of letting the AI answer the same question two different ways.
- Grows with every deal you process
- Captures expert answers automatically
- Cluster detection surfaces duplicate and contradictory facts to merge
- One authoritative answer per topic — no drift, no conflicting replies

Sales documents
Share security docs with any prospect.
Keep your security policies, certifications, and architecture documents in one place. When a prospect needs documentation, select what to share, add their name and company, and download a watermarked copy. Each document is personalized so you always know who received what.
- Upload and organise all your security documentation
- Watermarked copies per recipient — no unauthorised sharing
- Select and download in seconds
- Batch multiple documents into a single download


Insights
See where your answers are strong — and where they're not.
Across every questionnaire your team has processed, Matterlyt tracks how confident the model was in each answer. Low-confidence topics and answers that came out differently across two deals rise to the top, so you can see exactly where the knowledge base is thin. Fill those gaps and the next questionnaire scores higher — the KB grows in the direction your measured answer quality is telling you it should, not on guesswork.
- Confidence scores across all processed questionnaires
- Flags inconsistent answers across different deals
- Pinpoints the weak topics dragging answer quality down
- Measured LLM performance steers what to add to the KB next
Quick Answers
Ask a question.
Get an answer in seconds.
AEs can query the knowledge base directly — type a question and get a grounded answer instantly, with the source entries cited. No Slack to compliance. No waiting for someone to look it up. The whole knowledge base is one question away.
- Ask in plain language — no special syntax
- Every answer cites the source entries
- Available to AEs without involving compliance
- Falls back gracefully when the system doesn't know
Knowledge Holders
The right expert answers.
Once.
When a question isn't covered, Matterlyt surfaces it as a gap and routes it to the person who owns that domain — infra to engineering, legal to legal, GDPR to the DPO. No compliance triage in the middle. Because every gap is a question a real prospect actually asked, the knowledge base grows toward genuine buyer demand instead of guesses. Each answer is captured once, and the next deal never asks that expert again.
- Gaps surfaced automatically — see exactly what the KB is missing
- Domain-based routing to the right expert — no manual triage
- Route to Slack or email per category
- Each gap you fill grows the KB toward real buyer demand

Bring your own LLM
Coming soonYour data, your model.
Your choice.
Compliance knowledge is sensitive, and not every team is comfortable handing it to a model they don't control. Soon you'll point Matterlyt at the LLM you trust — a commercial provider, a private deployment, or a model running locally on your own hardware. Matterlyt only ever uses the model you choose, so your knowledge never crosses a boundary you didn't set.
- Connect any provider — or a local model via Ollama
- Run fully on-prem so nothing leaves your network
- Separate strong and fast models per workload
- Your compliance data only touches the model you trust
API & MCP
Coming soonLet your agents ask Matterlyt.
Like a colleague who knows the rules.
Matterlyt doesn't just hold compliance facts — it knows your business processes and internals, and how your company actually operates. Soon any MCP-compatible agent — Claude, Cursor, your own tooling — can connect and ask. Instead of guessing, your agents act on grounded company knowledge, like a skilled colleague who already knows the rules.
- Standard MCP server — connect Claude, Cursor, or any client
- REST API with bearer-token auth for custom integrations
- Agents query live company knowledge, not stale exports
- Compliance facts, business processes, and internals in one place