Finela
Private Capital / Fund Intelligence · Agentic AI
A platform that connects the firm’s own document sources, pulls the figures out and scores its own confidence in each one, keeps every number traceable back to the file it came from, and lets agents analyse and draft against the result.
90 / 100
The confidence an extracted figure needs to pass without a review card. Anything below it is put to a person to confirm.
The problem
Fund data lived wherever it landed — inboxes, shared drives, document stores. Answering an investor question meant hunting through files by hand, and nothing could show where a number had actually come from.
- Before
- Hunting through files
- After
- Answers with their sources
How it’s built
Trace one figure backExample figure
Drafted LP report
Revenue for the period was 9,200,000 Q3 pack · C12
Extracted figureRevenue · 9,200,00092 · directRead verbatim from a labelled cell
Low confidenceEBITDA48 · inferred→ asked to a reviewer first
Source cellColumn C, row 12
Source fileQ3 portfolio pack.xlsxSharePointOneDriveGoogle DriveGmailOutlook
In numbers
- 190
- API endpoints
- 32
- service modules
- 90
- confidence to skip review
Stack
Built with
Next.js
TypeScript
Python
FastAPI
PostgreSQL
Qdrant
Redis
Azure
MCP
Connected to
SharePoint
OneDrive
Google Drive
Dropbox
Gmail
OutlookSlack
DealCloud
Carta
Datasite
