Normain

What is Normain?

Normain is a web platform that pulls structured answers from complex documents and links each one to the exact page and paragraph it came from. The company calls this extractional AI, in contrast to chatbots that write free-form replies.

The method is built around repeatable questions. You define a set of questions once, add PDFs, Word files, spreadsheets or web links, and Normain runs the same logic across every document. Results can appear in a table that compares many files side by side, and reviewers validate answers before exporting them.

Normain AB is based in Stockholm, Sweden. Its website lists EQT, BCG, Microsoft, NASA, Stanford and Chalmers under experience and support without explaining the exact link, and names customers such as Advisense, Black Sun Global and AvS Advisors. The app and pricing page both opened normally during our October 2026 review.

Key Features

Citations to the exact page and paragraph sit at the centre of Normain, and every other feature builds on making those answers repeatable across large document sets.

• Source links: Each extracted insight cites the page and paragraph it came from. Reviewers click through to the original text, which speeds up checking and gives auditors evidence they can file alongside their work.
• Table mode: Answers from many documents appear together in one grid instead of separate chat threads. Comparing twenty annual reports or contracts then becomes a matter of scanning one view.
• Reusable insights: A set of questions can be saved and rerun on new files. Teams that check the same disclosures every quarter avoid rewriting prompts and keep the method identical each time.
• Validation step: Reviewers confirm or correct each answer before it leaves the platform. Answers carry a confidence score with the reasoning shown, and this human sign-off matters for regulated audit and compliance work.
• Workflows: From Starter upwards, teams can turn question sets into templates and chain steps from input through extraction and sign-off to a finished deliverable. A firm can then standardise its due diligence checklist across clients.
• Wide file support: Normain accepts PDFs, Word and Excel files, web links and more than 15 other formats, with free uploads capped at 10MB per file. Directories report OCR for scans, and Pro adds SharePoint, Google Drive and Box connections.

Pros

Traceable answers make Normain worth considering, because every result points back to its source and can be checked in seconds rather than trusted blindly.

• Checkable output: Page and paragraph citations let reviewers confirm each answer quickly against the original wording. Audit and compliance teams gain evidence trails that a general chatbot summary cannot provide.
• Consistent method: The same question set runs across every file, so results do not depend on how each analyst phrases a prompt. Large reviews become easier to compare and defend.
• Unlimited users: Every plan, including the free one, allows unlimited users. Growing teams pay for usage through insights rather than adding a fee for each new seat.
• Stated security: Normain says it holds SOC 2 Type II and ISO 27001 certification and complies with GDPR. Its Microsoft Marketplace listing adds Azure hosting and audit logs.
• Free starting point: A free plan with 50 one-time insights lets you test the method on real files from your own work. Teams can judge accuracy before asking a manager for budget.

Cons

Insight caps are the main constraint, since busy teams can use up a plan’s monthly allowance quickly and the step from Starter to Pro is large.

• Usage caps: Starter includes 200 insights a month and Pro 1,500, which heavy review work can exhaust. Rollover helps with uneven months but does not raise the overall limit.
• Costly mid tier: Storage connections, web search, Excel and Word import and email support start at €449 a month on annual billing. Small firms wanting those features face nearly four times the Starter price.
• Not a chatbot: Normain works best with fixed questions asked across many files. Open-ended exploration of a single document may feel slower than using a general AI assistant.
• API on Enterprise only: Developers cannot connect Normain to other internal systems on the Free, Starter or Pro plans. Those lower tiers rely on the web app and file exports instead.
• Unclear free allowance: The official page describes the free allowance as 50 one-time insights, but Toolradar calls it monthly. Read the pricing page carefully before planning a longer trial.

Who is Using Normain?

Audit, compliance and deal teams make up the main user base, because they answer the same set of questions across large volumes of documents and must show their sources.

• Auditors: Audit teams check IFRS disclosures and SOC reports against fixed checklists. Citations give them evidence for their working papers.
• Compliance staff: Compliance teams run framework gap analyses, vendor risk reviews, DPIAs and DORA ICT checks. Reusable question sets keep each review consistent from one period to the next.
• M&A advisers: Deal teams run due diligence and contract reviews across data rooms. Table mode helps them compare terms across many agreements at once.
• Consultancies: Advisory firms such as Advisense and Black Sun Global use Normain on client work, and a Black Sun consultant cites a 35% cut in research time. Templates repeat the method across engagements.

Pricing

Normain offers a free plan, with paid tiers from €116 a month on annual billing (official pricing page, October 2026).

Toolradar lists €129 and €499 for monthly billing, which fits the 10% annual saving, but it describes the free allowance as monthly rather than one-time.

Note: insight allowances and euro prices can change as Normain grows, so check the official page before you budget.

What Makes Normain Unique?

Traceability drives the whole design. Instead of summarising in its own words, Normain returns answers tied to source text, so a reviewer can confirm each point quickly and repeat exactly the same method on the next batch of files.

That approach suits regulated work, where a confident but unsourced answer is of little use. Pairing citations with saved question sets, a table view and a validation step turns document review into a repeatable process rather than a series of one-off chats.

Compatibilities and Integrations

Normain runs in the browser and connects to Microsoft and Google storage on Pro, while API access waits until the Enterprise tier.

• Platform: A web app with no installation, also listed on Microsoft Marketplace.
• File storage: SharePoint, Google Drive and Box connections, plus web search, are included on Pro.
• Identity: Microsoft Entra sign-in is reported, and Enterprise adds SSO.
• Export: Results leave the platform as table exports and Excel templates.
• API: Programmatic access is available on Enterprise, alongside custom hosting.

Normain Tutorials

A first extraction can run within minutes of sign-up, using a handful of documents you already know well so you can judge the answers.

1. Create a free account on the Normain website.
2. Upload a few PDFs or Word files, or add web links.
3. Write the questions you want answered for every document.
4. Run the questions in table mode to compare files side by side.
5. Open the citations to check each answer against its source.
6. Validate the results and export them to Excel.

How We Rated It

Normain earns 3.9 out of 5, with high marks for cited answers and security offset by a narrow scope and an API reserved for Enterprise.

Summary

Normain suits audit, compliance and deal teams who must answer fixed questions across many documents and prove where each answer came from. Its citations, table view and validation step make reviews faster to check and easier to defend. The main limitation is the insight cap, which pushes busy teams towards the €449 Pro plan. Lighter, open-ended questions are often better handled by a general AI assistant. Test the free insights on a checklist you already know well, so you can judge accuracy before paying.