Business can't wait till tomorrow
Naruqqum reads your board decks, portfolio updates, spreadsheets, emails, and shared drives, extracts the facts into a knowledge graph, and answers questions against the source — for portfolio monitoring, reporting, diligence, and operating reviews. Every answer cites the document it came from.
Here's a sourced draft — Project Atlas, Q2:
- Revenue $42.6M · +18% YoYQ2 deck
- EBITDA margin 24% (▲3 pts)Financials.xlsx
- MOIC 2.3x · Gross IRR 27%Fund model
Connects to the sources your data already lives in
See Naruqqum work a real workflow
A short tour of ingesting source material, asking sourced questions, and generating a report — end to end.
From scattered files to sourced answers
Naruqqum ingests your documents, spreadsheets, emails, and connected drives, extracts the facts into a knowledge graph, and lets your team ask questions against the source — with citations, finance calculations, and audit trails.
Ingest everything
Board decks, portfolio updates, Excel, emails, PDFs, and connected drives — SharePoint, OneDrive, and Microsoft 365. Naruqqum reads spreadsheets, documents, and email attachments, even scanned PDFs via OCR.
A knowledge graph of your portfolio
Naruqqum extracts entities, facts, and relationships — companies, funds, valuations, metrics — into a queryable knowledge graph, so answers come from your source material, not a model's best guess.
Every answer, sourced
Responses cite the exact document and passage behind each number. When sources disagree — revenue of $42M vs $46M — Naruqqum flags the conflict instead of quietly picking one.
Finance calculations, done right
IRR, XIRR, MOIC, TVPI, DPI, RVPI, leverage, coverage, and dozens more — computed deterministically from sourced facts, each with an audit trail. Across private investments, LBOs, operating companies, and portfolios.
Drafts you can ship
Turn source material into board packet drafts, diligence and market briefs, KPI variance explanations, and portfolio summaries — generated as PowerPoint, Excel, Word, or PDF.
Governed and auditable
Role-based access down to the skill, agent, and memory space. Pre- and post-execution guardrails with PII detection, a complete audit log, and per-user cost controls. Built for internal reporting, diligence, and monitoring — never investment advice.
Run Naruqqum on one real workflow
Start a free trial, or let us pilot a single workflow with you — turn monthly portfolio reports into an operating review, build a sourced board update, compare diligence materials, or stand up a portfolio monitoring brief.