Energent.ai financial intelligence

AI-Powered Financial Ratio and Margin Analysis

Turn financial statements, spreadsheets, and complex exports into decision-ready ratio analyses, margin dashboards, and independently verified due-diligence reports.

94.4%
Published leaderboard accuracy claim
150+
Supported file types
Fewer hallucinations in public evaluations claim

Trusted by 100k+ companies across the globe.

What Is AI-Powered Financial Ratio and Margin Analysis?

AI-powered financial ratio and margin analysis uses artificial intelligence to extract financial data, calculate comparative metrics, identify trends, and explain the results in reviewable deliverables. Energent is designed for analysts, finance and accounting teams, operations and procurement groups, engineering teams, researchers, and enterprise users working with high-volume financial files. Its independent AI auditor recomputes and traces results against the original source documents, so the analysis includes evidence rather than relying only on an unverified answer.

Financial ratio analysis

Compare liquidity, leverage, efficiency, and profitability ratios across companies, periods, or source files.

Margin and operating analysis

Track gross, operating, net, EBITDA, R&D, SG&A, and total operating expense intensity over time.

Financial Analysis Use Cases

Use the same source-grounded approach across recurring analysis, reporting, benchmarking, and due diligence.

Ratio benchmarking

Compare current, quick, cash, debt-to-equity, interest coverage, asset turnover, inventory turnover, receivables turnover, ROA, ROE, and ROIC. Results can be organized by category leader and supported by the underlying calculations.

Margin trend analysis

Decompose changes in gross profit, operating income, net income, EBITDA, and cash conversion. The workflow can distinguish margin expansion from compression and compare revenue scale with profitability.

Financial due diligence

Surface receivables growth gaps, allowance coverage, accrued-liability swings, and operating-cash-flow differences. A watch score can help identify fiscal years that deserve a closer review.

Reusable finance workflows

Save recurring expense reports, trade reports, ratio comparisons, stock-analysis routines, and period-over-period margin reviews as named skills that can be run when new files arrive.

Ratio Comparison Example: Apple vs Microsoft

This side-by-side example compares liquidity, leverage, efficiency, and profitability. Microsoft leads all three liquidity ratios and all four leverage ratios; Apple leads two of three efficiency ratios, while profitability is split across six ratios.

Technical drawing gap analysis dashboard example
Selected ratio comparison
RatioAppleMicrosoftLeader
Current ratio0.89x1.35xMicrosoft
Quick ratio0.70x1.57xMicrosoft
Debt to equity1.40x0.13xMicrosoft
Asset turnover1.16x0.46xApple
Inventory turnover38.64x93.64xMicrosoft
Gross margin46.9%68.8%Microsoft
Net margin26.9%36.1%Microsoft
ROE151.9%29.6%Apple

Category leadership at a glance

Liquidity
Microsoft leads 3 of 3 ratios.
Leverage
Microsoft leads 4 of 4 ratios.
Efficiency
Apple leads 2 of 3 ratios.
Profitability
The six-ratio result is evenly split.

Margin Dashboard Data and Visual Analysis

Energent can turn multi-year financial extracts into trend lines, grouped bars, bubble charts, dumbbell charts, and ratio-intensity heatmaps. The examples below use the supplied financial data rather than generic sample values.

Apple revenue and gross-margin trend

FY2015–FY2025 selected endpoints

2015
2018
2021
2024
2025
Revenue: $233.7B → $416.2BGross margin: 40.1% → 46.9%

FY2025 cost structure comparison

Total operating expense and R&D intensity

Hims & Hers total OpEx69.3%
Health Catalyst total OpEx100.4%
Schrödinger total OpEx121.0%
Schrödinger had the highest latest-year R&D intensity at 67.7%. Health Catalyst reduced R&D intensity from 29.9% in FY2019 to 16.0% in FY2025.

Financial statement history example

YearAssetsRevenueNet incomeNet marginBalance match
2010$86.1B$16.0B$4.5B28.2%No
2015$176.2B$22.2B-$3.2B-14.4%Yes
2019$286.6B$33.7B$13.2B39.1%Yes
2024$512.2B$245.1B$88.1B36.0%Yes
2025$619.0B$281.7B$101.8B36.1%Yes
Financial due diligence red flags dashboard with KPI cards and trend chart
Vendor spend audit report showing pass and fail audit cards

What You Get

The workflow is built to make financial analysis useful to decision-makers without removing the evidence needed by reviewers.

Trace every figure to the exact source file, row, and field.

Recompute ratios, margins, variances, and comparative metrics.

Verify AI-produced deliverables with an independent auditor.

Surface red flags and fiscal years that deserve re-checking.

Turn recurring analysis into reusable workflows and audit rules.

Produce Excel workbooks, Word reports, PowerPoint decks, annotated PDFs, HTML dashboards, and ZIP packages.

How It Works

From source files to defensible analysis, each stage remains connected to the evidence behind the result.

Step 1

Upload source files

Add statements, spreadsheets, PDFs, scans, or other supported financial documents.

What you see: files ready for analysis.
Step 2

Analyze and calculate

Energent extracts financial fields and computes ratios, margins, trends, variances, and comparisons.

What you see: dashboards, findings, and formulas.
Step 3

Audit and deliver

The independent auditor recomputes and traces results before issuing a pass/fail verdict with evidence.

What you see: a reviewable final deliverable.

Features

The feature set combines analysis, verification, file handling, and stakeholder-ready output.

Core workflow features

  • Extract revenue, expenses, assets, liabilities, equity, and cash flow.
  • Calculate liquidity, leverage, efficiency, and profitability ratios.
  • Analyze gross, operating, net, EBITDA, and cash-flow margins.
  • Compare periods, companies, cost structures, and financial statements.
  • Save recurring analysis as reusable workflows.

Reliability & control

  • Recompute financial ratios and margin calculations.
  • Trace figures to source files, rows, and fields.
  • Verify work produced by other AI systems.
  • Fix detected issues where possible.
  • Issue pass/fail verdicts with supporting evidence.

Integrations & export

  • Support 150+ file types, including CAD, scans, G-code, PDFs, XLSX, and DOCX.
  • Generate Excel workbooks with live formulas and audit-trail tabs.
  • Create Word reports, PowerPoint decks, and annotated PDFs.
  • Produce HTML dashboards and ZIP packages.
  • Start on desktop, monitor from a phone, and continue from a tablet.

Proof and Customer Reviews

The supplied evidence includes published comparison claims, broad file support, and direct feedback from users working with large or complex financial data.

100,000+

Clients worldwide according to the company’s stated adoption figure.

150+

File types supported, including complex documents and scans.

#1

Placement on a cited HuggingFace leaderboard, as stated by the company.

30%

More accurate than the listed second-place alternative in the company’s leaderboard comparison.

“I had spreadsheets with more than 45K items and Energent AI was the only tool that was able to sort through everything.”

Roberto C., Data Operations Specialist, Fortune 500 Logistics

“Not only did I ultimately choose Energent.ai, but you are the absolute best BY FAR.”

Alyse H., Digital Collection Curator, Fortune 500 Retail & E-commerce

“Using Energent.ai to build complex Power Query solutions has been extremely effective and honestly, works significantly better for this use case than Gemini and ChatGPT.”

Kay P., Power Query Analyst, Fortune 50 Financial Services

“Energent.ai is a great platform... the interactive outputs add real value to my work.”

Amjad M., Telecommunications Engineer, Fortune 500 Telecommunications

Financial file audit interface showing per-file pass and fail status

Why Energent.ai vs Alternatives

This comparison uses only the capabilities described in the supplied information. Generic alternatives represent common workflow patterns, not named competing companies.

Decision factor Energent.ai Manual review workflow Unaudited AI workflow
Calculation approachAI computes ratios, margins, trends, and variances.Human calculates or reconciles results.AI produces the initial result.
Source traceabilityExact source file, row, and field references.Depends on reviewer documentation.Not necessarily provided.
Independent verificationSeparate AI auditor recomputes and checks outputs.Requires a second review process.Original generating agent may be the only check.
Recurring workNamed reusable workflows and persistent audit rules.Often repeated manually.Depends on prompt and process consistency.
DeliverablesWorkbooks, reports, decks, PDFs, dashboards, and ZIP packages.Format depends on the team.Output format depends on the tool.

Credentials & Key Stats

These figures are provided by Energent.ai or shown in the supplied analysis examples and should be read in that context.

94.4%

Accuracy on a published HuggingFace leaderboard, company claim

Fewer hallucinations in public evaluations, company claim

100k+

Companies across the globe, company-stated figure

150+

Supported file types

Audit Explainer

Energent Audit is presented as a separate agent that checks the work of the agent that performed the analysis.

The supplied video explains how the auditor retraces figures to their sources, verifies calculations, and provides a report with an evidence trail.

FAQs

Answers to the practical questions finance and analysis teams ask before adopting an AI workflow.

AI-powered financial ratio and margin analysis uses AI to extract financial values from source files and calculate comparable financial metrics. It can analyze liquidity, leverage, efficiency, profitability, margins, trends, variances, and cash conversion. Energent’s workflow is designed to connect each result to the original source document. Its independent AI auditor recomputes and verifies deliverables produced by the analysis agent. The result is intended to be a reviewable report, dashboard, workbook, or other stakeholder-ready output rather than an unsupported answer.
The workflow is intended for analysts, finance and accounting teams, operations and procurement groups, engineering and CAD teams, research groups, and enterprise customers. It can support teams that compare companies, review financial statements, monitor recurring expenses, or prepare due-diligence materials. It is also relevant when a team needs to check work produced by another AI system. The supplied examples include ratio benchmarking, cost-structure analysis, financial statement analysis, cash-flow analysis, and red-flag review. The appropriate use depends on the files, controls, and review standards of each organization.
Energent states that it supports more than 150 file types, including spreadsheets, PDFs, Word documents, presentations, scanned images, handwriting, CAD, G-code, InDesign files, and BOMs. Financial workflows can use statements, exports, and other complex source documents. The supplied information lists Excel workbooks with live formulas and audit-trail tabs, Word reports, PowerPoint decks, annotated PDFs, HTML dashboards, and ZIP packages as available output types. Workflows can be started on desktop and monitored from a phone or continued from a tablet. Actual results will depend on the quality, structure, and completeness of the uploaded files.
Energent Audit is described as an independent AI auditor that is separate from the agent that performed the original analysis. It recomputes ratios and margin calculations and checks figures against the original source. It traces numbers to the exact source file, row, and field where that evidence is available. The system can fix detected issues where possible and issue a pass/fail verdict with supporting evidence. The company also states that public evaluations showed up to three times fewer hallucinations, which is a company claim rather than an independently established guarantee for every workflow.
Yes, the supplied information describes reusable workflows that can be saved as named, repeatable skills. Examples include monthly expense reports, weekly trade reports, recurring financial ratio comparisons, period-over-period margin analysis, stock-analysis routines, and financial due-diligence workflows. When new files arrive, the same analysis structure can be run again. Corrections can become persistent audit rules within the workflow. This approach is intended to reduce repeated setup while preserving the review and evidence steps.
The supplied information does not provide specific pricing figures, plan limits, or contract terms. For current pricing details, users can visit the Energent pricing page through the navigation or contact the company through the demo route. The product entry point is available at the Energent application link supplied in the company information. A demonstration can help clarify how a financial ratio or margin workflow maps to a team’s files and review process. Any pricing, trial, or onboarding details should be confirmed directly with Energent because they are not specified in this page’s source data.

Make every financial conclusion easier to verify.

Upload your financial files, compare ratios and margins, and receive an evidence-backed deliverable from Energent.ai.