Home/Finance OS

Agentic Finance OS

Capture every financial document and system, structure it into one Agentic Lakehouse, and deploy Super Intelligence on top, for 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, and 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

One structured model underneath every entity, transaction and document, and the fund workflows that run on top of it.

One structured financial model: entities as ownership state, transactions as financial state, and evidence as semantic state, resolved through a shared entity model, relational ledger, semantic context, evidence provenance and query resolution
Entities, transactions, context and evidence resolve into one model. Every question is answered from the same structure, with the source record still attached.
Financial World Model

A live model of your entire portfolio

For asset owners and investment teams, DeepAuto connects portfolio, entity graph, cash flows, risk and KPIs as one live model you can predict, simulate, and act on. Powered by Agentic OS.

A live entity graph of one portfolio: fund, properties, portfolio company and holding company joined by ownership, debt, equity and cash-flow relations, with occupancy, NOI and IRR read off the same model
The same model in use. A quarterly portfolio report is assembled from live fund data and exported without a manual pull.
Before / After

Before vs after the OS

What changes when fragmented finance ops move onto one operating layer.

Time to answer

< 1 Hour

from question to verified answer

~3 days< 1 hour

What took analysts days of downloading, copy-pasting, and reformatting now completes in under an hour, from raw source to executive-ready answer.

Sources

1

live dashboard, not twelve files

12 spreadsheets1

Twelve disconnected spreadsheets collapse into a single live view. Every number traces back to the system it came from.

Follow-ups

0

manual rebuilds per question

manual rebuild0

Ask the next question in plain English instead of rebuilding the report. The answer arrives DB-verified, with the evidence behind it.

Portfolio Intelligence

One live console for the whole portfolio

Fund data arrives as documents and spreadsheets no one can read together. Agents build it into one lakehouse in 24 hours, and every fund workflow, from sourcing to LP reporting, runs on top of it.

1

Automated Ingestion

Connected to data rooms, portco financial reporting systems, and Excel files. Data pulls run automatically, with 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.

DDeepAuto
Main menu
Dashboard
OverviewPortfolio IntelligenceRevenue AnalyticsCovenant Forecast
CompaniesDeals & ContractsReportsWatchlist
Intelligence
Super IntelligenceAgent Activity4
JHJ. HwangPortfolio analyst
DeepAuto Finance Portfolio Intelligence

Agentic Portfolio Intelligence

7 companies · Q3 2024 close · reconciled to GL · synced 2 min ago
Illustrative dataExportRun screen
EBITDA margin
31.8%↑ 2.4pp
Revenue-weighted
Revenue growth
+24.7%↑ 3.1pp
Year-over-year
Cash conversion
72%↑ 5pp
FCF ÷ EBITDA
Gross IRR
18.6%↑ 1.8pp
Annualized, since inception
Covenant watch
1/ 7Action
Portco C — 6% headroom vs 15% floor
Margin compressionNeeds approval
Portco C EBITDA margin fell to 22.4%, driven by COGS +410bp QoQ. Fourth consecutive decline.
vs portfolio avg−9.4ppReview →
Concentration riskAdvisory
Portco E is the largest single name at $160.3m LTM revenue against a $723.2m portfolio base.
Top name share22.2%Review →
Cash conversion improvingNo action
Portfolio FCF conversion reached 72%, up 5pp against Q2 2024. Six of seven companies improved.
Companies improved6 / 7Review →

Portfolio performance

EBITDA margin %, quarterly
EBITDA marginRevenueCash conversionLeverage
20%25%30%35%40%32.8%31.8%Q1 2023Q2 2023Q3 2023Q4 2023Q1 2024Q2 2024Q3 2024
Portfolio ebitda marginLTM average 32.8%Illustrative data · not for investment use

Portfolio overview

7 of 7 scanned · 1 exception · 6 within threshold
Columns
CompanyRevenue LTMEBITDA marginLeverageHeadroomCash flowStatus
CPortco CSpecialty chemicals$76.2m22.4%−8.6pp vs median4.8×6%0.3×Watch
FPortco FPackaging$58.6m28.6%2.7×19%0.5×Good
GPortco GIndustrial automation$92.1m29.5%3.4×21%0.6×Good
DPortco DLogistics software$112.9m31.0%3.6×24%0.6×Good
BPortco BBusiness services$94.7m33.1%2.9×17%0.7×Good
EPortco ETest & measurement$160.3m34.8%3.1×31%0.8×Strong
APortco AIndustrial services$128.4m36.7%3.2×28%0.9×Strong
Showing 7 of 7 companiesMedian · EBITDA 31.0% · leverage 3.2× · headroom 21%  ·  covenant floor 15% (tick)
Super Intelligence
Agent 02 · Margin & covenant screen
Live
Which portco has the lowest EBITDA margin, and is it linked to covenant risk?
Portco C — 22.4% EBITDA margin
9.4pp below the portfolio average of 31.8%, and 8.6pp below the median. Margin compression is driven by COGS +410bp QoQ on feedstock pricing. Covenant headroom on the same entity is 6% against a 15% floor.
GL reconciled2 sourcesNo model estimate
Reasoning & execution
Retrieve Q3 2024 statements7/7
Reconcile GL → FS tie-out7/7
Compare benchmark & trend7/7
Verify cross-check rules7/7
Agent activityView all
09:41Reconciled Q3 statements, 7 companies
09:37Portco C flagged — margin & covenant
09:22Portco F headroom recovered to 19%
09:05Concentration review suggested
Follow-up insights
Revenue concentration riskCovenant reset scenarios — Portco CQ4 cash bridge
Needs approval
Covenant headroom of 6% sits below the 15% floor. The rule-based screen does not auto-escalate.
Approving
Adds Portco C to the Q4 LP risk review and queues the covenant-reset scenario.
Authority
Portfolio analyst or above
If unset
Item holds. No downstream write.
Confirm & escalateSend back
Autonomous actions run inside policy guardrails. Items marked Needs approval require analyst review before any downstream write.
Ask Super Intelligence…
  • One view
    Every portfolio company
  • Normalized
    Margins, leverage, covenants
  • Live
    Returns & performance
  • Hours, not days
    Raw data → dashboard
Banking Intelligence

Banking ops that never close

For neobanks and cryptobanks, three things still run on manual work. There are no business hours, APIs are wired by hand, and compliance needs a lawyer. Agents take the first two entirely and draft the third for a human to sign.

1

Always-On Monitoring

Risk scoring and compliance monitoring run continuously across the merchant book, with no business hours and no overnight queue.

2

Connections Maintained

Agents wire and keep the links to card networks, ledgers, and KYC providers, so integration work stops being hand-built per partner.

3

Compliance Drafted

PCI renewals, KYB re-verification, sanctions screening, and quarterly filings come back drafted with evidence attached, ready for a human to sign.

4

Ask Super Intelligence

A risk officer asks which merchants carry the most exposure and gets a DB-verified answer with the reasoning shown.

DDeepAuto
Main menu
Dashboard
OverviewRisk & ComplianceMerchant BookChargebacks
MerchantsCasesReportsWatchlist
Intelligence
Super IntelligenceAgent Activity5
JHJ. HwangCompliance analyst
DeepAuto Finance Banking Intelligence

Agentic Risk & Compliance

Refreshed just now
Illustrative data
Portfolio risk score
72
out of 100, up 3 this month
Chargeback rate
0.82%
below the 1.0% threshold
PCI compliant
91.9%
of the active merchant book
Auto-resolved
88.1%
alerts closed without a human
Compliance queue5 open items, detected by the agent
Act nowDueCleared
ItemEvidenceStatusRaised
12 PCI renewals expire this monthPackets draftedDue4h ago
2 ownership changes detected, KYB re-verification queued2 sourcesQueuedToday
Quarterly AML report generated and ready for reviewAuto-generatedClearedYesterday
Every item carries the evidence the agent used to raise it.Drafts wait for a human signature
Super Intelligence
Risk & compliance
live
Which merchants carry the most exposure right now?
Seven merchants sit in the top risk decile
Volume is falling while chargebacks climb. Two of the seven have already crossed the 1.0% threshold and moved to daily watch.
3 sourcesDB-verified
What does non-compliance cost us this quarter?
The non-compliant merchants carry roughly $937K in exposure.
Ask Super Intelligence…
  • Always-on
    No business hours
  • Maintained
    Card, ledger and KYC connections
  • Drafted
    Compliance work, evidence attached
  • Minutes, not days
    Risk response time
Agentic CRM

Every touch becomes a record

An agent listens to the calls and meetings by voice, updates the account record, decides what to do next, and drafts the follow up for approval, all while the rep is still on the road.

1

Listens by Voice

Calls and meetings are captured as they happen, with no one typing notes afterwards.

2

Updates the Record

The account record moves on its own, so the next person to open it sees what was actually said.

3

Decides What Is Next

Commitments, open questions, and timing are read together to work out the next move.

4

Drafts for Approval

The follow up comes back written, waiting for a signature rather than a blank page.

  • By voice
    No note-taking after the meeting
  • Current
    Account record, without manual entry
  • Drafted
    Follow up, ready for a signature
  • On the road
    Runs while the rep is still out
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.

01

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.

02

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.

03

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.

04

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.

Fragmented financial data captured, parsed, normalized, linked and embedded into a graph of entities and ownership, relational tables of normalized KPIs, and vectors of documents and filings, then queried by the Agentic Super Engineer
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.

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
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