Normain
Normain · Productivity · Leaning
Normain is a document extraction AI built for experts in audit and assurance, GRC, and M&A. You define a review method once, then run it across hundreds of files, and every answer comes back linked to the exact page it came from. It's less a chatbot and more a repeatable review engine for teams that have to sign off on their findings.
About Normain
What Is Normain
Normain reads the reports, contracts, policies, and evidence that professional work runs on, then returns structured answers you can verify. The company behind it calls the approach "Extractional AI", which is a plain way of saying the tool is built to pull specific facts out of unstructured documents rather than to chat about them. It's a document extraction AI first. It launched in 2024, founded by Sara Landfors, Kalle Hansson, and Dennis Landfors.
The core problem it targets is consistency. Conversational AI tools are great for exploring a document, but if you ask twice you might get two different answers, and neither one shows you where it got a number. When a finding ends up in a client deliverable, that's not good enough. Normain flips the model: define what to check and how the answer should look, save it, then reuse the exact same method across every document and project.
The biggest limit is scope. This isn't a general assistant for casual writing or brainstorming, and there's no free-forever tier for heavy users. The free plan gives you 50 insights one time, which gets you through a trial on your own files but not much further. Teams that need collaboration, templates, workflows, or file storage integrations have to move up to a paid plan.
Getting Started
- Sign up at app.normain.com and use the free plan to run your first 50 insights at no cost.
- Add your sources by connecting SharePoint, Google Drive, or Box, or by dragging documents in directly. Normain indexes them across all major formats.
- Define the work once: describe what to check, the logic behind it, and how the finished answer should be formatted.
- Run the extraction and open any finding to see the reasoning, a confidence score, and the source document side by side.
- Save the setup as a workflow so the same analysis runs the same way next time, then export the finished memo or report.
Product Information
A quick look at Normain's pricing, supported platforms, and performance.
Best for
The users, tasks, and scenarios where this tool fits best.
Users
- Audit and assurance teams
- GRC and compliance specialists
- M&A and due diligence analysts
Tasks
- Running a disclosure checklist across a batch of financial statements
- Checking vendor reports for control exceptions
- Repeating a per-file review that never changes
Scenarios
- A recurring monthly or quarterly review where the method is fixed but the documents change
- An early-stage due diligence pass where you need to compare dozens of sources quickly before deciding what deserves a deep read.
- A high-stakes deliverable that will be sent to a client
Key features
Source-Linked Extractions
Every answer Normain returns is tied to the exact document and page it came from. Open a finding and you see the reasoning, a confidence score, and the source side by side. For work you have to sign off on, that traceability is the whole point. No traceability, no sign-off.
Define Once, Run at Scale
You describe the check, the logic, and the desired output format one time. Normain saves that method and reuses it across every document and every project, so a review that took hours by hand runs at batch scale without drifting between reviewers.
Document Storage Integrations
Normain connects to the systems your work already lives in, including SharePoint, Google Drive, and Box, or you can drop files in directly. It reads and indexes all major formats, so you don't have to convert anything first. File storage integration is a paid-plan feature.
Repeatable Workflows
You can chain several analysis and input steps into a single workflow, including a human sign-off step in the middle. Complex reviews then run the same way every time, which matters when the person running them changes. Same steps. Same output.
Live Collaboration
Teams work inside the same project, assigning tasks, commenting, and reviewing in real time. Feedback happens where the analysis lives instead of in a separate thread. Collaboration and templates sit on the paid plans.
Analysis That Adapts to the Task
Normain handles a one-off question, a recurring per-file check, or a layered deep review without forcing your task into a fixed format. The reviewer picks the shape of the analysis rather than bending the work to fit the tool.
Ready-to-Ship Deliverables
The output can be assembled into the memo, report, or scorecard you actually send, built from your findings. You're not copying results out into another document; the deliverable comes together inside Normain.
Pros and cons
Pros
- Source-linked answers make findings defensible in client work, which is rare among general AI tools.
- The define-once model keeps results consistent across large batches and across different team members.
- Connections to SharePoint, Google Drive, and Box mean less manual file handling.
- Workflows with a human sign-off step keep a person in the loop on high-stakes reviews.
- An enterprise tier offers SSO, dedicated support, API access, and custom hosting.
Cons
- The free plan is 50 insights one time, so you can't run it as a free ongoing tool.
- Collaboration, templates, and workflows are locked to paid plans, which limits how much a solo trial reflects team use.
- Starter pricing is €116/mo billed annually, a real commitment for individuals who only review occasionally.
Frequently asked questions
It extracts structured, source-linked answers from complex documents. You define a review method once, then run it across many files, and each finding comes back tied to the exact source it came from.
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