Earnings Analysis

AnthropicOfficialPublished by Anthropic

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From the author

Create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly results for companies already under coverage. Fast-turnaround format focusing on beat/miss analysis, key metrics, updated estimates, and revised thesis. Includes 1-3 summary tables and 8-12 charts. Use when user requests "earnings update", "quarterly update", "earnings analysis", "Q1/Q2/Q3/Q4 results", or post-earnings report.

— the description by Anthropic

From the skill’s files

Taken from the skill’s own files (its description, section headings and stated usage). Not an AutoGineer summary, and not written by the author as one.

Create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly results for companies already under coverage. Fast-turnaround format focusing on beat/miss analysis, key metrics, updated estimates, and revised thesis. Includes 1-3 summary tables and 8-12 charts. Use when user requests "earnings update", "quarterly update", "earnings analysis", "Q1/Q2/Q3/Q4 results", or post-earnings report. Create professional EARNINGS UPDATE REPORTS analyzing quarterly results for companies already under coverage, following institutional standards (JPMorgan, Goldman Sachs, Morgan Stanley format).

What it does

When to Use
Critical Requirements
High-Level Workflow
Output Specification
Key Differences from Initiation Report
Dependencies

When to use it

Use when user requests "earnings update", "quarterly update", "earnings analysis", "Q1/Q2/Q3/Q4 results", or post-earnings report.
"Create an earnings update for [Company] Q3 2024"
"Analyze [Company]'s quarterly results"
"Post-earnings report for [Company]"
"Q1/Q2/Q3/Q4 update for [Company]"
User requests "initiation report" → Use different skill

Advantages

The skill’s files do not state this.

Usage examples

The skill’s files do not state this.

Install

Download the skill as a ZIP:
https://mp-staging.autogineer.com/agent-skills/anthropics/earnings-analysis/download

Unzip it into the cross-client skills folder of your project:

mkdir -p .agents/skills && unzip earnings-analysis.zip -d .agents/skills

Documentation by Anthropic

Equity Research Earnings Update

Create professional EARNINGS UPDATE REPORTS analyzing quarterly results for companies already under coverage, following institutional standards (JPMorgan, Goldman Sachs, Morgan Stanley format).

Key Characteristics:

Length: 8-12 pages
Word Count: 3,000-5,000 words
Tables: 1-3 summary tables (NOT comprehensive)
Figures: 8-12 charts
Turnaround: 1-2 days (within 24-48 hours of earnings)
Audience: Clients already familiar with the company
Focus: What's NEW - beat/miss, updated estimates, thesis impact
Font: Times New Roman throughout (unless user specifies otherwise)

When to Use

Use when the user requests:

"Create an earnings update for [Company] Q3 2024"
"Analyze [Company]'s quarterly results"
"Post-earnings report for [Company]"
"Q1/Q2/Q3/Q4 update for [Company]"

Do NOT use if:

User requests "initiation report" → Use different skill
User requests "flash note" or "quick take" → Different format
Company is not already covered → Need initiation first

Critical Requirements

1. Speed & Timeliness

Publish within 24-48 hours of earnings release
Focus on NEW information only
Don't rehash company background extensively

2. Beat/Miss Analysis

Lead with whether company beat or missed estimates
Quantify variances (e.g., "Revenue beat by $120M or 3%")
Explain WHY results differed from expectations

3. Summary Format

Keep tables to 1-3 (summary only, not comprehensive)
No full P&L/Cash Flow/Balance Sheet (just key metrics)
Assume reader has seen initiation report

4. Citations & Source Attribution ⭐⭐⭐ MANDATORY

CRITICAL: Properly cite all data with SPECIFIC sources and CLICKABLE HYPERLINKS.

Include specific citations WITH CLICKABLE LINKS in every figure and table:

Source: Q3 2024 10-Q filed November 8, 2024; Company earnings release
        [Hyperlink "10-Q" to: https://www.sec.gov/cgi-bin/viewer?accession=...]
        [Hyperlink "earnings release" to: https://investor.company.com/news/q3-2024]

HOW HYPERLINKS SHOULD APPEAR IN WORD:

Document names appear as blue, underlined clickable links
Reader can Ctrl+Click to open source directly
Not plain text URLs - formatted hyperlinks with display text

REQUIRED SOURCES LIST:

Cite in every earnings update:

✅ Earnings release (with date and URL)
✅ 10-Q filing (with filing date and EDGAR link)
✅ Earnings call transcript (with date)
✅ Investor presentation/supplemental materials (if available)
✅ Consensus estimates source (Bloomberg/FactSet/etc. with date)
✅ Prior guidance (from previous quarter's materials)

REFERENCE SECTION WITH CLICKABLE HYPERLINKS:

Include "Sources" section at end of report:

SOURCES & REFERENCES

Earnings Materials (Q3 2024):
• Earnings Release (November 7, 2024)
  [Hyperlink entire line to: https://investor.company.com/news/q3-2024-earnings]

• Form 10-Q (Filed November 8, 2024)
  [Hyperlink to: https://www.sec.gov/cgi-bin/viewer?accession=...]

• Earnings Call Transcript (November 7, 2024)
  [Hyperlink to: https://seekingalpha.com/article/...]

• Investor Presentation (November 7, 2024)
  [Hyperlink to: https://investor.company.com/presentations/q3-2024.pdf]

VERIFICATION CHECKLIST:

[ ] Every figure has source with specific document and date
[ ] Every table has source with document reference
[ ] Beat/miss analysis cites consensus source with date
[ ] Guidance changes cite current and prior guidance sources
[ ] Key statistics have footnotes
[ ] Sources section lists all materials with URLs
[ ] ALL URLs are CLICKABLE HYPERLINKS (not plain text)
[ ] All SEC filings hyperlinked to EDGAR viewer

5. Updated Estimates

Update forward estimates based on results
Show old vs. new estimates clearly
Explain what changed and why

High-Level Workflow

The earnings update process follows 5 phases:

Phase 1: Data Collection (30-60 minutes)

🚨🚨🚨 CRITICAL: TRAINING DATA IS OUTDATED 🚨🚨🚨

BEFORE STARTING - COMPLETE THESE 4 STEPS IN ORDER:

CHECK TODAY'S DATE - Write down the current date
SEARCH FOR LATEST - Use web search: "[Company] latest earnings results"
VERIFY THE DATE - Confirm earnings release is within last 3 months
CHECK TRANSCRIPT DATE - Verify transcript date matches release date

COMMON MISTAKE: Using outdated earnings calls from training data instead of searching for the latest.

REQUIREMENTS:

✅ Search for latest earnings - do NOT rely on training data
✅ Write down today's date and the release date found
✅ Verify release date is within 3 months of today
✅ Verify transcript date matches release date
✅ If dates don't match or are old (>3 months), search again

See references/workflow.md for detailed search procedures and verification steps.

Phase 2: Analysis (2-3 hours)

Beat/miss analysis for each key metric
Segment/geographic/product breakdown
Margin and guidance analysis
Update financial model and estimates

See references/workflow.md for detailed analysis framework.

Phase 3: Chart Generation (1-2 hours)

Create 8-12 charts focusing on quarterly trends and what's new:

Quarterly revenue progression
Quarterly EPS progression
Quarterly margin trends
Revenue by segment/geography
Key operating metrics
Beat/miss summary
Estimate revisions
Valuation charts

See references/workflow.md for chart specifications.

Phase 4: Report Creation (2-3 hours)

Create 8-12 page DOCX report with specific structure.

See references/report-structure.md for complete page-by-page templates and formatting requirements.

High-level structure:

Page 1: Earnings summary with rating and price target
Pages 2-3: Detailed results analysis
Pages 4-5: Key metrics & guidance
Pages 6-7: Updated investment thesis
Pages 8-10: Valuation & estimates
Pages 11-12: Appendix (optional)

Phase 5: Quality Check & Delivery (30 minutes)

Verify content, formatting, accuracy, and timeliness before delivery.

See references/best-practices.md for quality checklist and common mistakes to avoid.

Output Specification

Primary Deliverable: DOCX report (8-12 pages) File Name: [Company]_Q[Quarter]_[Year]_Earnings_Update.docx Example: Nike_Q2_FY24_Earnings_Update.docx

Contents:

Page 1: Summary with rating, price target, key takeaways
Pages 2-3: Detailed results analysis
Pages 4-5: Key metrics and guidance
Pages 6-7: Updated thesis assessment
Pages 8-10: Valuation and estimates
Pages 11-12: Appendix (optional)
8-12 embedded charts
1-3 summary tables
Complete sources section with clickable hyperlinks

Optional Deliverable: XLS model update (optional for earnings updates)

Key Differences from Initiation Report

Aspect	Earnings Update	Initiation Report
Length	8-12 pages	30-50 pages
Words	3,000-5,000	10,000-15,000
Tables	1-3 summary	12-20 comprehensive
Figures	8-12	25-35
Turnaround	1-2 days	3-6 weeks
Scope	Quarterly results	Complete company
Focus	What's NEW	Everything
Company Background	Brief mention	6-10 pages
XLS Model	Optional	Required

Resources

references/workflow.md

Detailed Phase 1-5 instructions with step-by-step procedures for data collection, analysis, chart generation, and report creation.

references/report-structure.md

Complete page-by-page templates, table formats, and formatting requirements for the DOCX report.

references/best-practices.md

Examples of good/bad headlines, tips for success, common mistakes to avoid, and comprehensive quality checklist.

Dependencies

Required:

Python (matplotlib, pandas, seaborn) for chart generation
DOCX skill for report creation

Optional:

XLS skill for model updates (not required for earnings updates)

Files

ATTRIBUTION.mdAdded by AutoGineer932 B
LICENSELicence file added by AutoGineer11.1 KiB
SKILL.md8.5 KiB
references/best-practices.md9.1 KiB
references/report-structure.md10.9 KiB
references/workflow.md20.9 KiB

references/report-structure.md

Report Structure and Templates

This document provides complete page-by-page templates and formatting requirements for the earnings update DOCX report.

Complete Report Structure

REPORT STRUCTURE:

PAGE 1: EARNINGS SUMMARY

Top Section - Header:

[COMPANY NAME] ([TICKER])
[QUARTER] [YEAR] EARNINGS UPDATE

[Current Date]

Rating: [MAINTAIN/RAISE/LOWER] [RATING]
Price (as of [date]): $XX.XX
Price Target: [OLD → NEW if changed, or MAINTAIN $XXX]

Top Section - Quick Summary Box:

EARNINGS SUMMARY
─────────────────────────────────────────────────
Q[X] [YEAR] RESULTS: [BEAT / INLINE / MISS]

                Reported    Est      Variance
Revenue         $X,XXX      $X,XXX   +$XXX (+X%)
EPS (Adj)       $X.XX       $X.XX    +$X.XX (+X%)

Key Takeaways:
■ [Takeaway 1 - one sentence]
■ [Takeaway 2 - one sentence]
■ [Takeaway 3 - one sentence]

Main Content - Investment Impact (3-4 bullets):

Use ■ character with bold headers and paragraph-length explanations:

■ **Results beat on strong [segment/geography/product], maintaining positive momentum**

Q[X] revenue of $X.XB exceeded our $X.XB estimate by X% and consensus by X%,
driven primarily by [specific driver]. [Segment] revenue grew X% YoY (vs. our
X% estimate), while [segment] grew X% (vs. X% estimate). Management highlighted
[specific products/initiatives] as key growth drivers and maintained confident
tone on outlook. The beat demonstrates [thesis point], reinforcing our positive
view.

■ **Margins expanded XXbps YoY despite [headwind], showcasing operational leverage**

[Detailed margin analysis paragraph...]

■ **Guidance raised / maintained / lowered - implies [interpretation]**

[Detailed guidance analysis paragraph...]

■ **Maintaining [RATING] with [raised/unchanged] $XXX price target**

[Investment conclusion paragraph...]

Bottom Section - Updated Estimates Table:

UPDATED FINANCIAL ESTIMATES
─────────────────────────────────────────────────────────────────
                     FY2024E (OLD)  FY2024E (NEW)  Change  FY2025E (NEW)
Revenue ($M)         XX,XXX         XX,XXX         +X%     XX,XXX
Revenue Growth (%)   X.X%           X.X%           +XXbps  X.X%
Gross Margin (%)     XX.X%          XX.X%          +XXbps  XX.X%
EBITDA ($M)          X,XXX          X,XXX          +X%     X,XXX
EBITDA Margin (%)    XX.X%          XX.X%          +XXbps  XX.X%
EPS (Adjusted) ($)   X.XX           X.XX           +X%     X.XX
P/E (x)              XX.Xx          XX.Xx          -X%     XX.Xx

Note: "E" = Estimate. Old estimates from [prior report date].
Source: Company data, [Firm Name] estimates.

PAGES 2-3: DETAILED RESULTS ANALYSIS

Break down results by:

Revenue Analysis (1 page)

Total revenue beat/miss explanation
Segment/geographic/product breakdown
YoY and sequential trends
Comparison to guidance (if provided)

Table: Quarterly Revenue Progression

                        Q[X-3]  Q[X-2]  Q[X-1]  Q[X]    YoY Chg  QoQ Chg
Total Revenue ($M)      X,XXX   X,XXX   X,XXX   X,XXX   +X%      +X%
  [Segment A] ($M)      XXX     XXX     XXX     XXX     +X%      +X%
  [Segment B] ($M)      XXX     XXX     XXX     XXX     +X%      +X%
  [Segment C] ($M)      XXX     XXX     XXX     XXX     +X%      +X%

Note: Q[X] = [Quarter] [Year]
Source: Company reports, [Firm Name] analysis

Profitability Analysis (1 page)

Gross margin analysis (drivers, trends)
Operating margin analysis
Below-the-line items (interest, tax, etc.)
EPS reconciliation (adjusted vs. GAAP)

Table: Margin Analysis

                        Q[X-3]  Q[X-2]  Q[X-1]  Q[X]    YoY Chg
Gross Margin (%)        XX.X%   XX.X%   XX.X%   XX.X%   +XXbps
Operating Margin (%)    XX.X%   XX.X%   XX.X%   XX.X%   +XXbps
Net Margin (%)          XX.X%   XX.X%   XX.X%   XX.X%   +XXbps

Key Drivers:
+ [Positive driver 1]
+ [Positive driver 2]
- [Negative driver 1]
- [Negative driver 2]

Embed 2-3 charts on these pages:

Chart 1: Quarterly revenue progression
Chart 2: Quarterly EPS progression
Chart 3: Margin trends

PAGES 4-5: KEY METRICS & GUIDANCE

Business Metrics (1 page)

Customer count, ARPU, units, store count, etc.
Whatever metrics company emphasizes
Comparison to expectations
Trends and outlook

Table: Key Operating Metrics

                        Q[X-3]  Q[X-2]  Q[X-1]  Q[X]    YoY Chg  Our Est  Var
[Metric 1]              XXX     XXX     XXX     XXX     +X%      XXX      +X%
[Metric 2]              XXX     XXX     XXX     XXX     +X%      XXX      +X%
[Metric 3]              XXX     XXX     XXX     XXX     +X%      XXX      +X%

Source: Company reports

Guidance & Outlook (1 page)

What guidance was provided (if any)
Comparison to prior guidance
Comparison to Street estimates
Our assessment of achievability
Key assumptions

If guidance provided:

MANAGEMENT GUIDANCE vs. ESTIMATES
─────────────────────────────────────────────────────────────────
                     New Guidance    Old Guidance    Change    Street
FY2024E Revenue      $XX-XXB         $XX-XXB         Raised    $XX.XB
FY2024E EPS          $X.XX-X.XX      $X.XX-X.XX      Raised    $X.XX

Our Take: [Brief assessment of guidance]

Embed 2-3 charts:

Chart 4: Key metrics trends
Chart 5: Guidance vs. Street comparison
Chart 6: Revenue by segment/geography

PAGES 6-7: UPDATED INVESTMENT THESIS

Thesis Impact Assessment (1-2 pages)

For each key thesis pillar, assess impact of results:

■ **Thesis Pillar 1: [Original thesis statement]**

Status: [STRENGTHENED / UNCHANGED / WEAKENED]

Q[X] results [supported / challenged] this thesis pillar because [specific
evidence from results]. [Detailed analysis of 150-200 words explaining how
results impact this specific thesis element.]

■ **Thesis Pillar 2: [Original thesis statement]**

[Similar analysis]

■ **Thesis Pillar 3: [Original thesis statement]**

[Similar analysis]

Risks Update (0.5 pages)

Any new risks identified?
Have existing risks been mitigated or worsened?
Brief assessment

Embed 1-2 charts:

Chart 7: Valuation vs. historical
Chart 8: Estimate revision comparison

PAGES 8-10: VALUATION & ESTIMATES

Updated Valuation (1-2 pages)

DCF Update:

Updated DCF inputs based on Q[X] results:
- Revenue growth FY24E: X.X% → X.X% (raised/lowered)
- EBIT margin FY24E: XX.X% → XX.X%
- Terminal growth: X.X% (unchanged)
- WACC: X.X% (unchanged)

Updated DCF fair value: $XXX (prior: $XXX)

Comparable Companies:

[Company] trades at XX.Xx NTM P/E vs. peer median of XX.Xx (-X% discount).
Given [rationale], we believe [premium/discount/inline] valuation is warranted.

Price Target Methodology:

Our $XXX price target (prior: $XXX) is based on:
- XX% DCF
- XX% NTM P/E of XX.Xx (vs. peers at XX.Xx)
- XX% EV/EBITDA

Implied upside: +XX% from current price of $XXX

Updated Estimates Detail

Provide updated estimates for at least current year and next year:

DETAILED ESTIMATE UPDATES
─────────────────────────────────────────────────────────────────
                            FY2024E                 FY2025E
                     Old      New      Change    New Estimate
Revenue ($B)         XX.X     XX.X     +X.X%     XX.X
  [Segment A]        XX.X     XX.X     +X.X%     XX.X
  [Segment B]        XX.X     XX.X     +X.X%     XX.X

Gross Profit ($B)    XX.X     XX.X     +X.X%     XX.X
Gross Margin (%)     XX.X%    XX.X%    +XXbps    XX.X%

EBITDA ($B)          X.X      X.X      +X.X%     X.X
EBITDA Margin (%)    XX.X%    XX.X%    +XXbps    XX.X%

Operating Income     X.X      X.X      +X.X%     X.X
Op Margin (%)        XX.X%    XX.X%    +XXbps    XX.X%

Net Income ($B)      X.X      X.X      +X.X%     X.X
EPS - Adjusted ($)   X.XX     X.XX     +X.X%     X.XX
EPS - GAAP ($)       X.XX     X.XX     +X.X%     X.XX

P/E (x)              XX.Xx    XX.Xx              XX.Xx
EV/EBITDA (x)        XX.Xx    XX.Xx              XX.Xx

Source: [Firm Name] estimates

Embed 1-2 charts:

Chart 9: P/E or EV/EBITDA bands
Chart 10: Price target walk (old → new)

PAGES 11-12: APPENDIX (Optional)

Detailed Quarterly Models (if space allows)

Income statement detail
Cash flow highlights
Balance sheet highlights

Call Transcript Highlights (optional)

Key Q&A excerpts
Notable management quotes

Peer Comparison (if peers have reported)

How results compare to competitors
Market share implications

Embed final charts:

Chart 11: Peer comparison
Chart 12: Additional supporting charts

FORMATTING REQUIREMENTS

1. Page 1 Requirements

Clear rating (MAINTAIN OUTPERFORM, RAISE TO BUY, etc.)
Updated price target prominently displayed
Summary table with old/new estimates
3-4 paragraph-length bullets with ■ character

2. All Tables Requirements

Source line at bottom
Clear column headers
Shading for header rows

3. All Charts Requirements

"Figure X - [Title]" caption above
"Source: [Source]" line below
Professional styling

4. Year Notation

Use A for actual (Q3'24A)
Use E for estimate (Q4'24E)

5. Writing Style

Lead with numbers ("Revenue grew 15% to $1.2B" not "Strong revenue growth")
Use "vs." not "versus"
Be direct and concise
Focus on what's NEW

6. Hyperlink Requirements ⭐⭐⭐

ALL URLs must be clickable hyperlinks in Word
Blue, underlined text that opens on Ctrl+Click
Display text meaningful (not raw URL)
Every source citation should have clickable link where applicable
No plain text URLs - always format as hyperlinks

Citation Examples for Specific Content

For Beat/Miss Analysis:

Revenue of $2.45B beat consensus of $2.39B by $60M (2.5%)¹

¹ Bloomberg consensus as of market close November 6, 2024; Company earnings release November 7, 2024
  [Hyperlink "earnings release" to: https://investor.company.com/news/q3-2024-earnings]

For Guidance:

Management raised FY2024 revenue guidance to $9.8-10.0B from prior $9.5-9.7B²

² Q3 2024 Earnings Call, November 7, 2024, CFO prepared remarks
  [Hyperlink "Earnings Call" to: https://seekingalpha.com/article/...]
  Prior guidance from Q2 earnings call August 8, 2024
  [Hyperlink "Q2 earnings call" to August transcript]

For Key Metrics:

Enterprise customers grew 23% YoY to 845, with net revenue retention at 128%³

³ Q3 2024 10-Q, page 23
  [Hyperlink "10-Q" to: https://www.sec.gov/cgi-bin/viewer?accession=...]
  Q3 2024 Investor Presentation slide 8
  [Hyperlink "Investor Presentation" to PDF]

Requirements and compatibility

Written for: Claude Code, Claude apps

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Security

No issues found by our static scan· No issues found

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Attribution and licence

Published by

Anthropic

Publisher

Anthropic (Official)

Source

anthropics/financial-services · plugins/agent-plugins/earnings-reviewer/skills/earnings-analysis · commit 6056506

Licence

Apache License 2.0 (redistribution allowed)

LICENSE (added by AutoGineer from LICENSE)
ATTRIBUTION.md (written by AutoGineer)

Synced

2026-11-08

Also distributed in

anthropics/financial-services

AutoGineer is not affiliated with or endorsed by Anthropic.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download earnings-analysis.zip

From the author

From the skill’s files

What it does

When to use it

Advantages

Usage examples

Install

Documentation by Anthropic

Equity Research Earnings Update

When to Use

Critical Requirements

1. Speed & Timeliness

2. Beat/Miss Analysis

3. Summary Format

4. Citations & Source Attribution ⭐⭐⭐ MANDATORY

5. Updated Estimates

High-Level Workflow

Phase 1: Data Collection (30-60 minutes)

Phase 2: Analysis (2-3 hours)

Phase 3: Chart Generation (1-2 hours)

Phase 4: Report Creation (2-3 hours)

Phase 5: Quality Check & Delivery (30 minutes)

Output Specification

Key Differences from Initiation Report

Resources

references/workflow.md

references/report-structure.md

references/best-practices.md

Dependencies

Files

references/report-structure.md

Report Structure and Templates

Complete Report Structure

PAGE 1: EARNINGS SUMMARY

PAGES 2-3: DETAILED RESULTS ANALYSIS

Revenue Analysis (1 page)

Profitability Analysis (1 page)

PAGES 4-5: KEY METRICS & GUIDANCE

Business Metrics (1 page)

Guidance & Outlook (1 page)

PAGES 6-7: UPDATED INVESTMENT THESIS

Thesis Impact Assessment (1-2 pages)

Risks Update (0.5 pages)

PAGES 8-10: VALUATION & ESTIMATES

Updated Valuation (1-2 pages)

Updated Estimates Detail

PAGES 11-12: APPENDIX (Optional)

Detailed Quarterly Models (if space allows)

Call Transcript Highlights (optional)

Peer Comparison (if peers have reported)

FORMATTING REQUIREMENTS

1. Page 1 Requirements

2. All Tables Requirements

3. All Charts Requirements

4. Year Notation

5. Writing Style

6. Hyperlink Requirements ⭐⭐⭐

Citation Examples for Specific Content

For Beat/Miss Analysis:

For Guidance:

For Key Metrics:

Requirements and compatibility

Security

Attribution and licence

Related skills

Process Letter

Break Trace

Analyzing Financial Statements

Creating Financial Models

Risk Metrics Calculation

Billing Automation

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