Use case deep dive
100 documents
200 criteria
Verified scores
Extremely time-consuming
Weeks spent manually organizing evidence and mapping inputs to each scoring criterion.
Unreliable scores
Same information assessed by different consultants can lead to different scores.
Tedious to review
Sources and comments exist, but checking them is slow, manual, and inconsistent.
Unscalable process
Applying frameworks across many clients and data creates repeated manual work and is hard to scale.
You’ve tried speeding up scoring with chatbots, but nothing works.
Score each company’s top 5 growth barriers using evidence from the 10 uploaded annual reports.
Score each barrier 1–5 for severity
Top growth barriers for company 1:
Limited market awareness (5)
Long sales cycles (4)
...
❌
Unreliable
These scores look generic, did you read the files sent?
You're absolutely right. Updated barriers for company 1 based on the documents:
Low brand awareness in Europe (5)
Slow internal legal review of contracts (4)
…
❌
Unpredictable
Where in the files do you see evidence for low brand awareness in Europe?
I can’t access exact locations, but similar reports often mention it.
❌
Unverifiable
Can you score 50 more companies the same way?
Let me try…
❌
Unrepeatable
Ask anything
You're not wrong, tools like chatGPT are fantastic.
But you're using a paint brush when you need a pencil.
Introducing Normain
Reliable
Normain is specifically built to handle large volumes of messy files and produce reliable scores you can trust.
Verifiable
Normain links every score to its source evidence, enabling the reasoning to be checked quickly and easily.
Structured
Normain generates clean, consistent score structures that export easily and fit straight into your existing templates.
Repeatable
Once your framework is set up, you can continuously reuse it on new clients, units, or data sets.
Three steps to trusted scoring using your expert templates
Upload
Sources from Google Drive,
SharePoint, and more.
Define
Start from scratch, or use your own expert templates and criteria.
Extract
Extract verifiable scores backed by evidence.
See the product
