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Example grading results

This is a sample grading result based on an M&A case study submission. See how MarkInMinutes provides detailed, actionable feedback.

Overall grade

Accomplished · Low

Passed
Sample Assignment

MoF A&M

Anonymous9 Feb 2026, 16:53

Submitted files

Example files are shown for display only. Documents cannot be downloaded.
  • Project Zeus_Group 4_Presentation.pdf

    PDF · 1,493.1 KB

  • Project Zeus_Engagement Letter_Group 4.pdf

    PDF · 157.4 KB

Executive summary

This submission demonstrates an Accomplished level of proficiency, particularly in its use of strong vertical logic and the rigorous quantitative comparison of Enterprise Values to justify the dual-track recommendation. A standout feature is the Engagement Letter, which effectively places the 'Bottom Line Up Front' (BLUF), providing immediate clarity on the strategic direction. However, the analysis suffers from critical technical errors, most notably a valuation timeline that incorrectly discounts 2023 and 2024 as future periods despite the project being dated November 2025, as well as a factual oversight regarding Hera's IT headcount which contradicts the organizational chart. While the strategic narrative is persuasive, paying closer attention to case facts and valuation mechanics is necessary to ensure the financial modeling supports your conclusions robustly.

Strengths

  • Strong vertical logic and rigorous quantitative comparison of Enterprise Values.
  • Engagement Letter effectively places the Bottom Line Up Front (BLUF).
  • Structured comparison of four strategic options (Turnaround, Merger, Sale, Closure).
  • Liquidation scenario modeled with high granularity.
  • Sensitivity tables for WACC and Growth Rate in the appendix.

Areas for improvement

  • Critical timeline error: DCF treats 2023–2024 as forecast periods despite Nov 2025 date.
  • Proposal to cut 46 IT FTEs contradicts the Org Chart (Hera uses Group IT services).
  • Lacks liquidity runway or insolvency test for restructuring context.
  • Introductory slides use descriptive titles rather than governing thoughts.
  • Apollo recommendation (Sale vs Turnaround) not explicitly justified in the narrative.

Recommendation

Overall grade: Accomplished - Low. Address timeline and factual consistency to strengthen the submission.

Dimension Scores

DevelopingAI confidence 100%Verified

The submission demonstrates a capacity for detailed modeling (e.g., liquidation costs) but is undermined by two critical conceptual errors: a fundamental timeline mismatch in the DCF valuation and a misinterpretation of the organizational structure regarding IT costs.

Strengths

  • The liquidation scenario (Option D) is modeled with high granularity, applying specific, logical haircuts to assets and calculating severance costs based on tenure assumptions.

    Severance (28.2) ... Inventory liquidation loss (4.1) ... Asset write-off (2.1)
    submission.pdfPage 17Slide 17
  • The inclusion of sensitivity tables for WACC and Growth Rate in the appendix demonstrates an understanding of valuation drivers.

    WACC 8.00% ... 5.00% ... PGR 0.50% ... 3.50% ... Enterprise Value
    submission.pdfPage 30Slide 30

Areas for improvement

  • Critical timeline error in valuation. The project is dated Nov 2025, but the DCF treats 2023 and 2024 as forecast periods (E) and discounts them. This invalidates the Enterprise Value calculation.

    Critical
    2023E ... PV of UFCF -5.1
    submission.pdfPage 30Slide 30

    Recommendation

    Set the valuation date to Nov 2025. Treat 2023-2024 as actuals (sunk costs) or stub periods, and only discount future cash flows starting from late 2025.

  • The proposal to cut 46 IT FTEs at Hera contradicts the Org Chart, which indicates Hera uses Group IT services. Hera cannot layoff employees it does not have.

    Major
    Reduce IT Headcount... Reducing total headcount of 46 FTE... implies once-off layoff costs of 27.1m€
    submission.pdfPage 12Slide 12

    Recommendation

    Review Exhibit C carefully. Hera utilizes 'Procurement* and IT' which are 'part of Zeus Group Services'. Savings should come from reducing the Group Charge/SLA, not severance.

Processing time: 93.8 secs42,062 tokens

Accomplished · MidAI confidence 100%Verified

The presentation exhibits high professional polish (waterfalls, clean layouts, consistent iconography). The visual communication is well above 'Functional' and is objectively 'Effective' and 'Polished'.

Processing time: 136.6 secs50,102 tokens

Accomplished · MidAI confidence 100%Verified

The submission demonstrates strong evaluative judgement by moving beyond a linear problem-solution approach to a structured comparison of four distinct strategic options. The recommendation is synthesized well: the decision to sell Apollo is backed by sound logic and the decision to fix Hera is supported by a valuation comparison.

Strengths

  • Demonstrates excellent evaluative judgement by quantifying and comparing the Enterprise Value (EV) of different strategic options to justify the final recommendation.

    Exceptional
    Turnaround Hera... EV: 226.2m€ [vs] Sale... EV: 138.2 m€
    submission.pdfPage 12Slides 12 & 15

Areas for improvement

  • The restructuring strategy for Hera relies disproportionately on 'Reviewing Transfer Pricing' (75% of the EBIT impact), which is an internal accounting adjustment rather than a sustainable operational improvement.

    Major

    Recommendation

    Diversify the restructuring levers to include more operational cost-cutting or efficiency measures.

Processing time: 48.3 secs37,907 tokens

Accomplished · LowAI confidence 100%Verified

The submission demonstrates a solid grasp of structural logic, utilizing the Pyramid Principle effectively. Key analysis slides feature strong, action-oriented titles. However, introductory slides rely on generic, descriptive titles.

Strengths

  • Strong application of vertical logic on deep-dive slides, where action-oriented titles are directly supported by the quantitative analysis below.

    Hera's turnaround levers presenting a sustainable EBIT margin potential of 3.4% ... [Chart shows bridge to 3.4%]
    submission.pdfPage 12Slide 12
  • The Executive Summary (formatted as an Engagement Letter) effectively places the 'Bottom Line Up Front' (BLUF), summarizing the dual-track recommendation immediately.

    We recommend a dual-track solution... Restructuring of Hera... Sale of Apollo
    submission.pdfPage 2Slide 1 / Engagement Letter

Areas for improvement

  • Introductory and process slides utilize descriptive titles that state the topic rather than the insight, breaking the narrative flow.

    Minor

    Recommendation

    Rewrite descriptive titles as governing thoughts.

  • The storyline contains a logical gap regarding the Apollo recommendation: the deck recommends a Sale (EV €46.1m) over a Turnaround (EV €111.2m) without explicitly justifying this value destruction in the narrative.

    Major

    Recommendation

    Explicitly bridge the valuation gap in the recommendation slide.

Processing time: 77.8 secs40,664 tokens

Individual Errors3 errors found

  • Location: Page 3, Agenda

    Original

    01 | ... 02 | ... 03 | ... 05 | ... 04 | ...

    Correction

    01, 02, 03, 04, 05

    Rule explanation

    Incorrect numerical ordering. Point '05 Our team & commercials' appears before '04 Our approach'.

  • Location: Page 7, Market outlook, Bullet 4

    Original

    Global retail e-comt o reach

    Correction

    Global retail e-com to reach

    Rule explanation

    Typo/Spacing error ('e-comt o' instead of 'e-com to').

  • Location: Page 12, Footnote 2

    Original

    Strongly alignment with Demeter foundation necessary.

    Correction

    Strong alignment with Demeter foundation necessary.

    Rule explanation

    Incorrect use of adverb 'Strongly' modifying a noun. Should be the adjective 'Strong'.

Factual Verification3 issues flagged

  • Location: Page 30

    Claim

    Financial Forecast Timeline Inconsistency (2023E, 2024E vs Nov 2025 Date)

    Why this was flagged

    Confirmed as an error. Even if constrained by data, presenting past years (relative to the document date) as estimates creates a logical paradox. The document treats historical periods as future forecasts.

    AI Confidence:95%
  • Location: Page 12

    Claim

    Specific Departmental Headcounts (e.g., 46 IT FTE)

    Why this was flagged

    Confirmed hallucination. The specific integer values for departmental headcounts appear nowhere in the source text or charts.

    AI Confidence:100%
  • Location: Page 35

    Claim

    Detailed Historical P&L Data (2019-2022)

    Why this was flagged

    Confirmed hallucination. The student fabricated entire financial history tables that were not provided in the case material.

    AI Confidence:100%

Error Pattern Analysis2 patterns identified

Patterns Found
2
Occurrences in patterns
11
Systematic Issues
1

What are error patterns?

Error patterns group individual mistakes to reveal systematic learning gaps. Addressing these patterns is more effective than fixing individual errors.

  • Severity Distribution

    • Critical: 0
    • Major: 0
    • Minor: 9

    Likely Root Cause

    Systematic issue with grammar

    Learning Recommendation

    Review rules for grammar

  • Severity Distribution

    • Critical: 0
    • Major: 0
    • Minor: 2

    Likely Root Cause

    Systematic issue with formatting

    Learning Recommendation

    Review rules for formatting

Personalized Coaching

Current grade:Accomplished · Low(80%)

Focus on correcting the severance cost formula and DCF timeline to strengthen the financial depth of your submission. Then refine the strategic narrative for Apollo.

Quick Wins3

  • Fix Grammatical Error in Title

    +1 pts10-15 minutes
  • Correct Typo in Recommendation

    +2 pts10-15 minutes
  • Fix Spelling Error

    +3 pts10-15 minutes

Priority Fixes

  • Recalculate severance using 0.7–1.0 months per year of tenure; align with Appendix assumptions.

    Before → Optimized

    Before

    Location: Project Zeus_Group 4.pdf, Page 12

    Reducing total headcount of 46 FTE ... implies once-off layoff costs of 27.1m€ in first year of implementation and yearly personnel expense savings of 3.3m€.

    The calculation implies ~€590k per employee (approx. 8 years of salary), contradicting the Appendix assumption of '0.7-1.0 months per year'.

    Optimized
    Reducing total headcount of 46 FTE ... implies once-off layoff costs of c. €5.4m in first year of implementation and yearly personnel expense savings of 3.3m€.

    Aligns the valuation with standard HR restructuring assumptions, preventing the artificial deflation of the turnaround option's value.

    Estimated time: 30-60 minutes

  • Apply perpetuity formula TV = FCF × (1+g) / (WACC−g) and ensure TV matches stated inputs.

    Before → Optimized

    Before

    Location: Project Zeus_Group 4.pdf, Page 30 (DCF Model)

    TV 184.9 ... WACC 6,50% ... PGR 2,00%

    The reported TV (184.9) does not mathematically align with the stated inputs. Standard perpetuity formula yields a PV of ~253m.

    Optimized
    TV 253.1 ... WACC 6,50% ... PGR 2,00% ... [Resulting EV should increase to approx. 294m€]

    Ensures the DCF model is mechanically robust and consistent with standard valuation principles.

    Estimated time: 30-60 minutes

Focus on the dimension feedback to develop your skills. Strategic analysis requires reviewing specific weaknesses.

Learning Pathway

This Week

  • Review dimension feedback
  • Address highest-impact weaknesses

Ongoing Habits

  • Regular practice
  • Seek feedback
  • Review exemplar work

Self-Assessment Tools

Excellence Checklist

  • Have I addressed all major weaknesses?
  • Have I applied the suggested improvements?

Reflection Prompt

What will I do differently next time to achieve a higher score?

MarkInMinutes Grading AIGraded: 10 Feb 2026, 19:04
Processing time: 770.1 secs
Tokens: 436,504

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