Source-grounded analysis with independent verification

Automated Portfolio Analysis and Investment Reporting for Investment Teams Without Manual Quality Control

Turn financial files into decision-ready portfolio analysis, dashboards, and stakeholder reports, then receive a pass/fail audit with evidence before delivery.

100,000+
clients worldwide
150+
supported file types
94.4%
published leaderboard accuracy
fewer hallucinations claimed
Describe the analysis you need

Upload source files in the Energent app to generate and verify a deliverable.

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 Automated Portfolio Analysis and Investment Reporting?

Automated portfolio analysis and investment reporting uses AI to turn spreadsheets, PDFs, financial statements, market datasets, and other source files into structured analysis and finished reporting deliverables. Energent performs calculations, comparisons, visualizations, and reporting for investment teams, finance groups, analysts, and other professionals who need repeatable results from complex financial information.

The important distinction is verification. Energent Audit operates as an independent AI auditor that recomputes numbers, traces figures to their source file, row, and field, checks calculations against references, corrects fixable errors, and returns a pass/fail verdict with supporting evidence.

Teams can connect this workflow to AI financial analysis workflows, recurring investment reporting, and stakeholder-ready deliverables without making a human reviewer the quality-control layer for every row.

Automated Portfolio Analysis Use Cases

Use one platform for repeatable portfolio research, financial review, reporting, and scenario analysis.

Portfolio performance and return analysis

Compare portfolio performance across rolling one-year, three-year, and five-year horizons. Review best, median, and worst annualized outcomes, then present the results in dashboards or investment reports.

portfolio performance analysis

Financial due diligence and red flags

Examine cash flow, margins, earnings-to-cash conversion, receivables growth, allowance coverage, accrued liabilities, liquidity, and financial statement drift in a structured report.

financial due diligence reporting

Benchmark, currency, and hedging comparisons

Compare benchmark portfolios, isolate USD/EUR currency effects, and evaluate hedged versus unhedged outcomes across multiple investment horizons for a more complete investor view.

currency and benchmark comparisons

Investment dashboards and recurring reports

Save a monthly expense report, weekly trade report, stock-analysis routine, or portfolio review as a reusable workflow and run it when new files arrive.

recurring investment dashboards

Portfolio Analysis Example: NASDAQ-100 vs S&P 500

The supplied dashboard compares rolling return dispersion, 10-year withdrawal resilience, inflation drag, and USD/EUR hedging effects using precomputed datasets from June 2016 through June 2026.

Headline metrics

5-year median annualized return · NASDAQ-10017.43%
5-year median annualized return · S&P 50013.07%
1-year worst return · NASDAQ-100-32.97%
1-year worst return · S&P 500-19.44%
10-year withdrawal survival100%

Analysis scope

Sample period
June 2016–June 2026
Rolling horizons
1Y, 3Y, 5Y
Withdrawal simulation
120 months
Historical windows survived
4 of 4
Inflation change
+39.03%
Currency horizon
Up to 10 years
Open source dashboard
NASDAQ-100 and S&P 500 rolling return comparison
MetricNASDAQ-100S&P 500
5-year median annualized rolling return17.43%13.07%
3-year best rolling return37.12%23.88%
3-year median rolling return18.68%11.14%
3-year worst rolling return7.80%3.04%
5-year best rolling return27.40%16.77%
5-year worst rolling return11.33%7.31%

The supplied analysis indicates higher median returns for the NASDAQ-100 across displayed horizons, alongside deeper one-year downside. Both indices had positive worst-case outcomes over the supplied three-year and five-year periods.

Investment Reporting Views and Deliverables

Generate reports that are designed for analysis, review meetings, executives, lawyers, scientific journals, or production systems.

Technical Drawing Gap Analysis dashboard example

Visual dashboards

Create HTML dashboards with KPI cards, charts, insight panels, financial tables, rolling-return bands, and portfolio context.

Financial due diligence red flags dashboard example

Financial review reports

Present due diligence indicators, red-flag intensity, cash-flow trends, allowance coverage, and earnings-to-cash analysis in a reviewable format.

Vendor spend audit report with pass fail result

Audited deliverables

Receive a report that clearly identifies pass or fail results, supporting evidence, and the source trail behind the analysis.

Financial metrics dashboard example

Stakeholder-ready formats

Export Excel workbooks with live formulas and audit tabs, Word reports, PowerPoint decks, annotated PDFs, HTML dashboards, ZIP packages, and filled forms.

For teams working with filings and annual statements, SEC 10-K financial statement analysis can sit alongside portfolio research, due diligence, ratio reporting, and recurring investment workflows.

What You Get

Analyze complex financial files

Work across spreadsheets, PDFs, scanned documents, presentations, handwriting, CAD, G-code, and other specialized formats.

Reuse proven workflows

Save repeating analysis routines so corrections become persistent audit rules for future runs.

Trace every important number

Follow figures back to the exact source file, row, and field used to produce the result.

Deliver defensible reports

Provide complete, cited, reproducible outputs prepared for stakeholders and review meetings.

Monitor from any device

Begin on desktop, monitor progress on a phone, and continue from a tablet while large workflows run.

Review only what is flagged

Move from checking every row to examining the exceptions and failures identified by the audit.

How It Works

Step 1

Upload and define

Add source files and describe the portfolio analysis or reporting task in natural language.

You see: files, instructions, and the requested output.

Step 2

Analyze and generate

Energent performs calculations, comparisons, visualizations, and creates the selected deliverable.

You see: dashboards, workbooks, reports, or decks.

Step 3

Audit and deliver

An independent auditor recomputes results, checks sources, fixes possible errors, and issues a verdict.

You see: pass/fail status with evidence and traceability.

Features

Core workflow features

Portfolio performance and return analysis
Rolling return dispersion analysis
Withdrawal sustainability simulations
Inflation and real-balance analysis
Benchmark and currency comparisons

Reliability and control

Independent recomputation of results
Source-file, row, and field traceability
Pass/fail verdicts with evidence
Fixes for errors where possible
Reusable rules that persist across workflows

Integrations and export

Excel workbooks with live formulas
Word reports and PowerPoint decks
Annotated PDFs and HTML dashboards
ZIP packages and filled forms
150+ file types across large workflows

Financial Due Diligence and Reporting Data

General Mills due diligence example

2025 EBITDA$3.30B
EBITDA change-3.7%
2025 free cash flow$2.29B
FCF change-9.3%
Average operating cash flow$3.06B
Average capital expenditure$0.64B
Open due diligence dashboard

Red-flag indicators

  • +12.6 percentage points: latest receivables growth gap.
  • +19.1%: FY2025 receivables growth versus 6.4% revenue growth.
  • 0.00%: allowance coverage on $39.8B of receivables.
  • $528.0M: FY2025 operating cash flow minus net income.
  • 70/100: 2012 watch score, the highest listed score.
Open red-flags dashboard

For broader finance teams, automated financial reporting can standardize recurring analysis while preserving the source evidence needed for review.

Proof and Social Evidence

  • Energent reports 94.4% accuracy on a published HuggingFace leaderboard and a number-one placement on the cited leaderboard.
  • The company reports 3× fewer hallucinations in public or internal evaluations.
  • The platform supports more than 150 file types, including CAD, scans, G-code, InDesign, BOMs, PDFs, XLSX, and DOCX.
  • Supplied portfolio analysis shows 100% survival across four historical 10-year withdrawal windows.
  • Workflows can run for 300 to 3,000+ messages and include examples involving a 717-page PDF, 805 Word tables, and quality checks beyond row 62,000.

“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

“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

“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

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

Amjad M., Telecommunications Engineer

Comparison: Why Energent.ai vs Alternatives

Decision dimension Energent.ai Manual review Unverified AI workflow
Independent verificationSeparate AI auditor recomputes and checks outputHuman must verify the workNo independent audit described
Source traceabilityFile, row, and field evidenceDepends on reviewer processMay not provide a complete trail
Output formatsExcel, Word, PowerPoint, PDF, HTML, ZIP, and formsDepends on team toolsDepends on the specific system
Reusable workflowsNamed workflows retain audit rulesOften repeated manuallyMay require repeated prompting
High-volume file support150+ file types and large workflowsLimited by available staff timeVaries by tool and context limits

Credentials and Key Stats

100k+

companies worldwide

150+

supported file types

94.4%

published leaderboard accuracy claim

fewer hallucinations claim

Amazon AWS Experian Stanford

See Energent Audit in Action

Energent Audit checks the numbers in an AI-generated report, retraces figures to their sources, verifies how they were built, and provides a result that can be reviewed before delivery.

Energent Audit report screenshot

Energent Audit report screenshot displayed at full aspect ratio.

FAQs

Turn Portfolio Files Into Reports You Can Stand Behind

Run automated investment analysis, generate stakeholder-ready deliverables, and verify the result before it reaches your audience.