Energent Audit · Financial due diligence

Automated Receivables and Revenue Growth Gap Detection

Recompute, trace, and validate receivables and revenue calculations automatically so growth gaps and unsupported conclusions are flagged before delivery.

100,000+
clients worldwide
94.4%
published leaderboard accuracy
fewer hallucinations claimed
150+
supported file types

Trusted by 100k+ companies across the globe.

Amazon
AWS
UC Berkeley
Experian
GE
PwC
Stanford
Amazon
AWS
UC Berkeley
Experian
GE
PwC
Stanford

What Is Energent Audit?

Energent Audit is an independent AI auditor that checks deliverables produced by other AI agents, automation systems, or Energent itself. It recomputes numbers, traces figures to the exact source file, row, and field, and compares the result with the underlying source data. For finance and accounting teams, it provides a reviewable pass/fail verdict with an evidence trail instead of requiring a person to verify every calculation manually. Its use in receivables analysis is to identify growth-rate mismatches, reserve coverage concerns, formula errors, and unsupported conclusions before stakeholders receive the work.

Teams working on AI financial analysis can use the same source-grounded approach across spreadsheets, PDFs, scans, CAD files, and other supported formats. The result is designed to make high-stakes analysis more reproducible without turning the analyst into a permanent quality-control layer.

Automated Receivables Analysis in Action

The published dashboard below shows how an audit can bring multiple working-capital signals into one reviewable analysis.

Financial due diligence dashboard showing receivables and revenue red flags

Financial Due Diligence Red Flags Dashboard

The latest analysis recorded receivables growth of 19.1% against revenue growth of 6.4%, creating a 12.6 percentage-point gap. It also showed allowance coverage of 0.00% on a receivables balance of $39.8B.

Open published dashboard
Energent Audit report screenshot with pass fail evidence cards

Evidence-Ready Audit Output

The audit output is intended to show what was checked, where each number came from, and which signals require attention. This makes financial red flags easier to take into review meetings and follow-up analysis.

Explore financial audit trails

What You Get

The workflow is built around reducing manual checking while preserving the detail needed for an informed financial review.

Detect growth mismatches

Identify when receivables growth moves materially faster or slower than revenue growth.

Recompute critical figures

Recalculate reported relationships and check results against the source data before delivery.

Trace every number

Follow each figure back to the exact source file, row, and field used in the analysis.

Review reserve coverage

Surface compressed allowance coverage alongside the receivables balance rather than viewing either metric in isolation.

Receive a pass/fail verdict

See flagged failures before a deliverable reaches stakeholders, with evidence attached to the result.

Reuse audit rules

Turn repeating jobs into persistent workflows so corrections can become reusable audit rules over time.

How the Detection Works

Each stage separates the original analysis from the verification that tests whether it can be trusted.

Step 1

Submit the deliverable

Provide the spreadsheet, PDF, scan, or other supported source material and the analysis to be checked.

What you see: files and an analysis ready for independent review.

Step 2

Recompute and trace

Energent Audit recomputes figures, follows their source locations, and verifies each result against the underlying data.

What you see: source references, calculations, and detected discrepancies.

Step 3

Review the verdict

Receive a pass/fail result with evidence, corrected issues where possible, and clear items to re-check.

What you see: a defensible report for delivery or follow-up.

Receivables Growth Gap Data

Latest receivables versus revenue growth

FY2025 shows a clear divergence between the two growth rates.

Receivables
19.1%
Revenue
6.4%
Growth gap: +12.6 percentage points. Receivables grew faster than revenue in FY2025.

Allowance coverage compression

Reported allowance coverage declined from 1.55% in FY2009 to 0.00% in FY2025 and remained at zero since FY2018.

2009
1.55%
2012
0.90%
2018
0.00%
2025
0.00%
FY2025 allowance balance: $0. FY2025 receivables balance: $39.8B.

Years most worth re-checking

Fiscal yearGrowth gapAllowance ratioAccrued-liability swingOCF / NIOCF - NIWatch score
FY2012+59.0pp0.90%+213.5%1.22x$9.1B70/100
FY2018+13.9pp0.00%n/a1.30x$17.9B66/100
FY2020-35.2pp0.00%n/a1.41x$23.3B65/100
FY2022-0.5pp0.00%n/a1.22x$22.3B64/100
FY2021+29.8pp0.00%n/a1.10x$9.4B63/100
FY2024+11.2pp0.00%+3.4%1.26x$24.5B55/100
FY2019+0.9pp0.00%n/a1.26x$14.1B53/100
FY2023+7.5pp0.00%+94.3%1.14x$13.5B53/100

Coverage notes: operating cash flow is unavailable for FY2014–FY2016, and accrued-liability balances are unavailable for FY2018–FY2022. Those gaps are shown as unavailable rather than interpolated or plotted as zero.

Related receivables efficiency benchmark

Receivables turnover provides a complementary signal for evaluating whether reported revenue growth is converting into collections.

Apple receivables turnover
10.46x
Leader
Microsoft receivables turnover
4.03x
Comparison value
Review receivables efficiency signals

Features

Core workflow features

  • Recompute figures from source material.
  • Trace numbers to source files, rows, and fields.
  • Verify results against original data.
  • Flag failures before delivery.
  • Audit outputs from other AI systems and Energent workflows.

Reliability & control

  • Provide pass/fail verdicts with evidence.
  • Fix issues where possible.
  • Expose growth-rate mismatches and formula errors.
  • Preserve a reviewable audit trail.
  • Support reusable workflows that learn audit rules over time.

Integrations & export

  • Support 150+ file types.
  • Work with spreadsheets, PDFs, DOCX files, and scans.
  • Support CAD, G-code, InDesign files, and BOMs.
  • Produce stakeholder-ready, white-label outputs.
  • Handle high-volume enterprise workflows.

For teams that need automated financial reporting, these controls connect calculation checking with a clear evidence trail rather than treating a generated answer as final.

Proof

  • The published dashboard identified 3 of 4 monitored signals in FY2025.
  • FY2025 receivables growth was 19.1%, compared with revenue growth of 6.4%.
  • The company cites 3× fewer hallucinations in public evaluations.
  • The company reports 94.4% accuracy on a published HuggingFace leaderboard.
  • Energent supports 150+ file types, including CAD, scans, G-code, PDFs, XLSX, and DOCX.

“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

Comparison

Decision factorEnergent AuditGeneric Alternative AGeneric Alternative B
IndependenceIndependent from the agent that performed the analysisThe original AI agent’s outputManual reviewer
Calculation checkingRecomputes and verifies against source dataNot specified in the provided informationHuman verification required
Evidence trailSource file, row, and field traceabilityNot specified in the provided informationDepends on the reviewer’s process
VerdictPass/fail with attached evidenceGenerated answerReviewer conclusion
Recurring controlsReusable workflows and audit rulesNot specified in the provided informationRepeated manual checking

Generic alternatives are described only by the documented differences in the supplied information; no competitor products or unsupported capabilities are named.

Credentials & Key Stats

100,000+

clients worldwide

94.4%

published HuggingFace leaderboard accuracy

150+

supported file types

fewer hallucinations claimed in public evaluations

Audit Multimedia

See the independent verification concept in the supplied audit video, then review the data dashboard and evidence output above.

“Your AI just gave you a number. Do you trust it? AI hallucination doesn't show up in demos, it shows up in the reports that matter most. Meet Energent Audit—a fresh independent agent that double checks every number with zero stake in the original answer.”

FAQs

Automated receivables and revenue growth gap detection is the process of checking whether receivables and revenue are growing at materially different rates. Energent Audit recomputes the relevant figures and verifies them against the original source data. It can trace each number to the source file, row, and field. The supplied FY2025 dashboard showed receivables growth of 19.1% and revenue growth of 6.4%, a 12.6 percentage-point spread. The output is intended to help analysts identify a signal for review before the analysis reaches stakeholders.
The use case is relevant to analysts, finance and accounting teams, and enterprise groups reviewing high-stakes financial deliverables. It is also relevant when an organization uses another AI system to produce calculations or narrative conclusions. Teams can use it to check receivables growth, revenue growth, allowance coverage, accrued liabilities, and cash flow against net income. The workflow is designed for users who need a traceable chain rather than an unreferenced answer. It supports non-experts through natural-language prompts and a reviewable audit trail.
Energent states that the platform supports more than 150 file types. The supplied information names spreadsheets, PDFs, DOCX files, scans, CAD, G-code, InDesign files, and bills of materials among the supported formats. This breadth allows receivables and revenue work to be checked across complex documents as well as conventional tabular files. The auditor uses the supplied source material to trace calculations and assertions. Exact file availability for a particular workflow should be confirmed through the product experience or a demo.
Energent Audit is described as independent from the agent that performed the original analysis. It recomputes figures, traces source locations, and cross-checks numbers against the underlying documents. This creates a separate verification step instead of relying only on the original system’s explanation. The auditor can check work produced by other AI systems as well as Energent’s own output. It then provides a pass/fail verdict with evidence attached, subject to the data and deliverable being supplied.
Yes, the supplied dashboard monitored four related financial signals. These included receivables growth versus revenue growth, allowance coverage, accrued-liability movement, and cash flow compared with net income. The analysis identified zero allowance coverage from FY2018 onward, a 213.5% accrued-liability swing in FY2012, and a $24.5B cash-flow-to-net-income dollar divergence in FY2024. It also showed FY2025 operating cash flow divided by net income at 1.00x. These findings are signals for re-checking and do not by themselves establish the cause of a financial movement.
The supplied information does not include a specific price, plan limit, or free-trial term for automated receivables analysis. The company provides a product entry point at the Energent application and a separate Book a Demo path. A demo can be used to discuss the relevant files, workflow, and review requirements. The available information does not support stating a particular onboarding duration or commercial commitment. Users should confirm current pricing and access terms directly with Energent.ai.

Make receivables analysis easier to stand behind.

Run an independent check on the numbers, sources, and conclusions that matter before delivery.