Turning chaos into structured insights
Answer specific questions from documents. Reliably.
You've tried ChatGPT
I’ve uploaded 12 reports, and 4 Excel sheets.
Extract the top 5 risks, quantify them, compare to last quarter, and give me a table with citations.
Top risks:
1. Operational delays
2. Data quality issues
...
❌
Unreliable
These don’t match the files. Try again.
You're absolutely right. Updated risks:
1. Capital adequacy
2. Customer churn
...
❌
Unpredictable
Where does “capital adequacy” appear?
I can’t access exact locations, but similar reports often mention it.
❌
Unverifiable
Could you repeat this with a new batch of files?
Let me try…
❌
Unrepeatable
Ask anything

You're not wrong, conversational AI is fantastic.
But you're using a paint brush when you need a pencil.

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Three steps to structured insights

Upload
from file storage, like
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Define
what data to extract and
how to analyze it

Extract
insights and
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