Home/Finance OS

Agentic Finance OS

Capture every financial document and system, structure it into one Agentic Lakehouse, and deploy Super Intelligence on top — unified financial intelligence, as one operating layer.

Current State

How finance teams operate today

Industry-specific data silos and manual processes that slow down decision-making

Scattered Data, Different Formats

Financial statements, operational reports, and documents live across disconnected systems in different formats — nothing connects.

Manual Reporting Loops

Teams pull data from multiple operating systems, copy-paste into spreadsheets, manually compute figures, and rebuild the same reports every review cycle.

No Way to Ask Follow-Up Questions

Static reports can't answer ad-hoc questions. Every follow-up means another manual review cycle from scratch.

How it works

One operating layer, end to end

Ingest every system and document, contextualize into entities and KPIs, reason causally across the portfolio, then decide and monitor.

Agentic Finance OS — ingest, contextualize, reason, decide and monitor across every entity
Financial World Model

A live model of your entire portfolio

Portfolio, entity graph, cash flows, risk and KPIs, connected as one live model you can predict, simulate, and act on. Powered by Agentic OS.

Financial World Model — portfolio, entity graph, cash flows, risk and KPIs as one live model
Before / After

Before vs after the OS

Drag the divider to compare fragmented finance ops with one operating layer.

Without the OSdrag, or watch it runWith Agentic Finance OS
Q3_actuals_v7.xlsx
rent_roll.pdf
PropSys export.csv
fund II — email
covenants_FINAL.xlsx
#REF!
manual exports · different formats · ~3 days
Agentic Portfolio Intelligencelive · DB-verified
Gross margin
32%
Revenue YoY
+38%
Gross IRR
21%
“Which portco has the lowest EBITDA margin?”
Veltron Systems — 22.0%, 12.4pp below averageverified
auto-ingested · normalized · ask anything · < 1 hour
Time to answer
~3 daysunder 1 hour
Sources
12 spreadsheets1 live dashboard
Follow-ups
manual rebuildask in plain English
Portfolio Intelligence

One live console for the whole portfolio

Live portfolio health, DB-verified answers, and auto-generated reports, in one operating console.

1

Automated Ingestion

Connected to data rooms, portco financial reporting systems, and Excel files. Data pulls run automatically — zero manual downloads.

2

KPI Normalization

Revenue, EBITDA, margins, leverage ratios, and covenant compliance standardized across all portfolio companies regardless of source format and industry.

3

Portfolio Dashboard

Real-time visualization: portco performance rankings, fund-level breakdowns, risk heat maps, and concentration analysis.

4

Ask Super Intelligence

Leadership asks 'Which portco has declining margins?' and gets instant, DB-verified answers with supporting charts.

DeepAuto Finance · Portfolio Intelligence

Agentic Portfolio Intelligence

Illustrative data
Gross Margin
31.5%
Avg across portfolio
Revenue Growth YoY
+24%
Year-over-year
Cash Conversion
70%
FCF / EBITDA
Gross IRR
18%
Annualized return
Portfolio Health7 companies · Q4 2025
PoorStrong
LeverageCovenantCash Flow
Portco 1StrongStrongGood
Portco 2GoodWatchStrong
Portco 3StrongGoodStrong
Portco 4GoodStrongGood
Portco 5StrongStrongStrong
Portco 6GoodGoodGood
Portco 7StrongGoodStrong
InsightsLive
3 flagged
Revenue DeclineHIGH
Evidence
  • Portco A: revenue down ~18% QoQ.
  • EBITDA margin compressing.
Margin OutlierHIGH
Evidence
  • Portco C EBITDA margin ~22%.
  • vs portfolio avg ~33%.
Concentration RiskHIGH
Evidence
  • Top single name ≈ 55% of revenue.
  • Diversification below target.
Risk AlertsHIGH✓ DB-verified
  • Portco A revenue down ~18% QoQ — covenant headroom narrowing.
  • Portco C margin ~22% vs avg ~33% — COGS rising.
  • Top name ≈ 55% of portfolio revenue — concentration risk.
Reports
Auto-generated
PDF
Q4 2025 Portfolio Summary
Auto-generated · 14 pages
PDF
Fund II Performance Report
Auto-generated · 9 pages
One view
Every portfolio company
Normalized
Margins, leverage, covenants
Live
Returns & performance
Hours, not days
Raw data → dashboard
Client Story
Finance Intelligence in Action

Built for portfolio intelligence.

The Reality

Investment teams managing diverse portfolios across multiple funds pull data from property management systems, data rooms, and Excel files, each in a different format. Analysts spend days consolidating and normalizing it into KPIs, and reports are often out of date by the time they reach leadership. Each follow-up question starts another manual cycle.

1

Days of reporting → under 1 hour

What used to take analysts days of manual downloading, copy-pasting, and formatting now happens automatically. The entire reporting cycle, from raw data to executive-ready dashboard, completes in under an hour.

2

Stale snapshots → live portfolio view

Leadership no longer waits for monthly reports to see how assets are performing. KPIs update in real-time as data flows in from every source, across property management systems, data rooms, and portco financials.

3

Blind spots → proactive risk detection

Revenue concentration risk, margin outliers, and covenant watch items are now flagged automatically with evidence, before they become problems. No more surprises in quarterly reviews.

4

Static reports → conversational intelligence

Instead of requesting another spreadsheet, leadership simply asks a question and gets an instant, DB-verified answer with supporting charts.

The Results

Hours, not days
Full reporting cycle
Fully automated
Every data source, zero manual
Always-on
Continuous risk monitoring
Far faster
Analysis & report generation
Under the Hood

Under the hood

The data foundation and AI engineer that power the operating layer.

Agentic Lakehouse

One lakehouse for every financial source

Capture statements, systems, data rooms and filings, structured into one query-ready store Super Intelligence can reason over.

Agentic Lakehouse — fragmented financial data captured and structured into one query-ready store (graph, relational, vector)
Super Intelligence for Finance

Builds reports, flags risk, answers anything

Super Intelligence reasons over your lakehouse like your best analyst, turning one question into a DB-verified report, risk alert, or answer. Around the clock.

“Why did Q3 NOI drop across the Texas portfolio?”
Super Intelligence
reasons over the Agentic Lakehouse
Plan
Retrieve
Compute
Verify
Explain
DB-verified answer, with the charts, numbers, and sources behind it.
Illustrative example

Builds reports

Turns one request into an executive-ready report, no manual pulls or copy-paste.

Detects risk

Flags concentration, variance, and covenant watch items with the evidence behind them.

Answers follow-ups

Ask anything in plain English; get a DB-verified answer, not another spreadsheet.

Explains every step

Shows the reasoning, sources, and numbers behind every answer.

Backed By

NAVER D2
SpringCamp
Company K Partners
Kolon Investment
SGC Partners
HB Investment
TS Investment
NAVER D2
SpringCamp
Company K Partners
Kolon Investment
SGC Partners
HB Investment
TS Investment

Trusted By

SGC E&C
Samsung E&A
YUDO
Eagle Rock Properties
LG SciencePark
StradVision
Cheil
KAIST
SGC E&C
Samsung E&A
YUDO
Eagle Rock Properties
LG SciencePark
StradVision
Cheil
KAIST
Get Started

Ready to become
AI-first?

Schedule a 30-minute demo and see how DeepAuto turns your enterprise data and workflows into working intelligence, in weeks.

We'll respond within 24 hours. No spam, ever.