Kepler for Finance

Built for real financial work

Ask a question about any company. Get an answer you can put in front of a client, a board, or a regulator. Every number links to the source it came from. Every calculation shows its work, and every number is checked against its source.

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Debt structure, last three 10-Qs
Plan
  1. 1Read the last three 10-Qs
    ReadingRead 3 SEC filings10-Q Q110-Q Q210-Q Q3
  2. 2Extract the debt schedule
  3. 3Reconcile footnotes
  4. 4Build the table

Total debt is $74B across three notes.

Ask in plain English

Questions across 26M+ SEC filings, international filings in 120+ countries, earnings transcripts, news, and market data. Kepler plans the work and shows each step.

Kepler verified response

Debt-to-equity was 3.77, on total equity of $19.6B.

10-QBalance sheet2026-08-01
Total liabilities74,000
Total shareholders' equity19,600
Source verified

Click any number. See the source.

Every figure links to the original filing, page, and line item. Peer comparisons, debt structures, revenue breakdowns: each data point carries its citation.

Workbook · Comps Download Comps.xlsx
C9ƒx=C4/C7Formula
BC4Enterprise value512,4007EBITDA36,0809EV / EBITDA14.2x
XBRL C4, C7 cited to the 10-K

Straight to Excel. Already verified.

Export to Excel and PowerPoint, or use Kepler as an add-in inside them, with every data point checked before it leaves Kepler.

Your rules,
encoded permanently

Kepler learns at every level: analyst, desk, vertical, firm. It remembers corrections forever. No re-teaching next quarter.

Memory

Correct it once

Kepler persists preferences at the individual, team, desk, and firm level. Correct a treatment once (EV inputs, cash adjustments, debt classification) and it sticks across every future query.

Skills

Deterministic skills

Skills are deterministic, auditable workflows: EV calculations, trading comps, cap tables. Change how diluted shares are treated, and Kepler uses that rule every time. No black boxes.

Memory

Sector-specific rules

Company-specific modeling nuances get encoded and reused. FIG-specific rules like corporate vs. financing debt, loan-book breakdowns, and digital vs. traditional banks are baked into how comps and screens run.

Skills

Model audits

Kepler ingests your comps files and models, then flags outliers and likely errors: weird multiples, broken formulas, stale inputs. Analysts know exactly where to focus.

Memory

Rules you can read

Every learned rule is visible and editable. Review what Kepler remembers, revise what's wrong, and delete what's outdated. Full transparency into how your preferences shape outputs.

Skills

Speed or full audit

Quick-check mode for speed on routine screens, or full audit trail with source links for compliance-critical queries. Set the default per desk, override per task.

Built for the workflows
that matter most

Investment Banking

Comps, Valuation & Deal Materials

Build trading comps and precedent transaction analyses where every multiple traces to a specific line item in a specific filing. Adjust how you treat convertible debt or pension liabilities and watch the entire comp set recalculate with updated citations. Assemble pitch books that your MD can defend page by page.

Trading comps for US cybersecurity, EV/EBITDA on each filer's own adjusted EBITDA
Equity Research

Earnings Models & Estimates

Pull revenue segment breakdowns, margin assumptions, and share counts directly from 10-Qs and earnings transcripts. When a company restates or files new numbers, your model updates automatically and flags exactly what changed and where.

Update FY2026 estimates from Alphabet's latest 10-Q and earnings call
Hedge Funds

Screening & Idea Generation

Screen across thousands of companies on financial metrics, ownership changes, or sector-specific signals. Every data point is verified at the source, so you get fewer false positives and don't miss opportunities because a vendor lagged a filing.

Semiconductor companies whose inventory days rose three quarters in a row
Private Equity

Due Diligence & Red Flags

Cross-reference years of filings, footnotes, and disclosures to find inconsistencies, restatements, and off-balance-sheet exposures. Surface the patterns that would take a team weeks to find manually, with full citations to every source.

Restatements and off-balance-sheet commitments in the last five 10-Ks
Compliance

Compliance & Audit Trail

Complete data lineage from every conclusion back to the source document, page, and paragraph. When a regulator or auditor asks where a number came from, Kepler has already documented the answer.

Show the source for every figure in this investment memo
Accounting & Tax

Tax Research & Accounting

Analyze tax disclosures, effective tax rate reconciliations, deferred tax assets, and ASC 740 footnotes across years of filings. Identify transfer pricing exposures, NOL carryforwards, and valuation allowance changes with citations to the exact disclosure.

Effective tax rate reconciliation across the last three 10-Ks

Teams that can't
afford to be wrong

Kepler for Finance is used by buy-side analysts, private equity firms, investment banks, equity research teams, hedge funds, and compliance departments. Anyone who needs financial analysis they can verify and defend.