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Platform Rebuild Strategic Initiative

Full analysis for a $400K strategic platform rebuild with $80K/year ops and $600K ARR target. Demonstrates comprehensive workflow with detailed risk assessment, 164% ROI, 10-month payback, sensitivity analysis, and break-even analysis showing 62% margin of safety.

Input

What you provide to the skill

Business case for $400K platform rebuild - $80K/yr ops, base $600K ARR year 2 ($300K-$1M range), 8 month timeline

Output

What the skill generates for you

Business Case: Platform Rebuild

Executive Summary

Recommendation: Proceed with platform rebuild

Base Case Financial Performance:

  • ROI: 164% over 3 years
  • Payback Period: 10 months
  • Year 3 NPV: $691K (at 10% discount rate)

Key Success Drivers:

  1. ARR achievement in Year 2 ($600K target, $300K-$1M range significantly impacts returns)
  2. Development cost control ($400K budget)
  3. Timeline execution (8-month delivery)

Critical Risks & Mitigation:

  1. Revenue underperformance - Mitigation: Validate customer demand pre-rebuild, phased feature rollout with early revenue targets
  2. Development cost overruns - Mitigation: Fixed-price contracts where possible, monthly budget reviews, scope control
  3. Extended timeline delaying revenue - Mitigation: MVP approach, incremental launches, clear milestone gates

Decision Required: Approve $400K development budget and 8-month timeline with go/no-go checkpoints at months 3 and 6.


Financial Analysis

Three-Scenario Model

Scenario Year 2 ARR Year 3 ARR 3-Year ROI Payback Period NPV (10%)
Best Case $1,000,000 $1,300,000 349% 6 months $1,556K
Base Case $600,000 $750,000 164% 10 months $691K
Worst Case $300,000 $360,000 30% 22 months $59K

Cost Breakdown

One-Time Costs:

  • Platform rebuild development: $400,000
  • Timeline: 8 months to launch
  • Assumes architecture, infrastructure migration, feature parity, testing

Ongoing Annual Costs (starting Month 9):

  • Infrastructure and hosting: $80,000/year
  • Maintenance, monitoring, support included

Financial Metrics Detail

Base Case Performance:

Year-by-Year Breakdown:

Year ARR Actual Revenue Operating Costs Net Cash Flow
Year 1 $600,000 $200,000 $26,667 $173,333
Year 2 $600,000 $600,000 $80,000 $520,000
Year 3 $750,000 $750,000 $80,000 $670,000

Note: Year 1 shows partial year (4 months) of revenue following 8-month development timeline

Cumulative 3-Year Metrics:

  • Total Revenue: $1,550,000
  • Total Costs: $586,667 (dev + ops)
  • Net Benefit: $963,333
  • ROI: 164%
  • Payback: Month 10 from launch
  • NPV: $690,709

Best Case Performance:

  • 3-Year ROI: 349%
  • Payback: 6 months
  • NPV: $1,555,723
  • Driven by $1M ARR achievement in Year 2

Worst Case Performance:

  • 3-Year ROI: 30%
  • Payback: 22 months
  • NPV: $58,853
  • Still positive, but marginal returns at $300K ARR

Sensitivity Analysis

Assumption Base Value -50% Impact -20% Impact +20% Impact +50% Impact Sensitivity
ARR (Year 2) $600K -132pp ROI -53pp ROI +53pp ROI +132pp ROI VERY HIGH
Development Cost $400K +136pp ROI +41pp ROI -32pp ROI -67pp ROI VERY HIGH
Operating Cost $80K/yr +50pp ROI +18pp ROI -16pp ROI -36pp ROI MEDIUM

Key Insights:

  1. Revenue achievement is the critical variable - Missing Year 2 ARR target by 50% ($300K vs $600K) drops ROI from 164% to 32%. This requires high-confidence validation of revenue projections.
  2. Development cost control matters significantly - 50% overrun ($600K vs $400K) would reduce ROI by 67 percentage points. Fixed-price contracts and milestone-based payments are critical.
  3. Operating costs have moderate impact - Even 50% higher ops costs only reduce ROI by 36pp. Less critical to validate precisely upfront.

Validation Priorities:

  1. Must validate: Revenue projections through customer pipeline analysis, pre-sales commitments, market sizing
  2. Must validate: Development scope and cost estimates through detailed technical planning and vendor quotes
  3. Should validate: Operating cost estimates through infrastructure sizing and vendor quotes

Risk Assessment

Risk 1: Revenue Underperformance (Probability: Medium, Impact: High)

Description: Actual ARR falls short of $600K base case, potentially reaching only $300-400K in Year 2.

Root Causes:

  • Overestimating customer willingness to pay for new platform features
  • Competitive pressure limiting pricing power
  • Migration challenges causing customer churn
  • Delayed feature completion pushing revenue recognition

Mitigation Strategies:

  • Pre-validate demand: Secure letters of intent or pre-orders from key customers totaling $300K+ before committing full budget (Month 0)
  • Phased rollout: Launch MVP at 4 months with limited features to begin revenue generation early, validate pricing
  • Early pipeline building: Sales team focuses on platform rebuild benefits 3 months before launch
  • Retention program: Customer success plan for existing customers during migration to minimize churn

Early Warning Indicators:

  • Customer pre-orders tracking below $200K by Month 2
  • Sales pipeline for new platform features <$400K at Month 6 (pre-launch)
  • Beta customer feedback showing price resistance
  • Competitive analysis revealing lower pricing than planned

Contingency Plan:

  • If tracking to <$400K Year 2 ARR by Month 10, implement aggressive customer acquisition campaign
  • Consider pricing adjustments or packaging changes if market feedback indicates price resistance
  • Evaluate feature acceleration or delays based on customer priority feedback

Risk 2: Development Cost Overruns (Probability: Medium, Impact: High)

Description: Actual development costs exceed $400K budget, potentially reaching $500-600K.

Root Causes:

  • Underestimating technical complexity of legacy system migration
  • Scope creep adding features beyond original plan
  • Third-party dependencies or licensing costs higher than expected
  • Extended timeline requiring additional developer hours

Mitigation Strategies:

  • Fixed-price contracts: Where possible, use fixed-price agreements with vendors (particularly infrastructure migration)
  • Strict scope control: Define must-have vs. nice-to-have features upfront, defer non-critical features to post-launch
  • Monthly budget reviews: Track actual vs. planned spending monthly, implement corrective action at >10% variance
  • Technical validation: Conduct 2-week architecture spike in Month 1 to validate approach and identify hidden complexity

Early Warning Indicators:

  • Spending >15% ahead of monthly budget by Month 2
  • Architecture spike reveals significantly more complexity than estimated
  • Vendor quotes coming in 20%+ higher than budgeted
  • Timeline slipping beyond planned 8 months

Contingency Plan:

  • If tracking to >$500K total cost by Month 3, evaluate scope reduction to bring back to budget
  • Establish $50K contingency fund (not in base budget) for genuine unforeseen issues
  • Consider timeline extension if it prevents costly rushed work and quality issues

Risk 3: Timeline Extension Delaying Revenue (Probability: Medium, Impact: Medium)

Description: Development extends beyond 8 months to 10-12 months, delaying revenue generation.

Root Causes:

  • Technical blockers requiring more time to resolve
  • Integration testing revealing issues requiring rework
  • Resource constraints (key developers unavailable)
  • Scope creep adding time to timeline

Mitigation Strategies:

  • MVP approach: Define minimum viable rebuild that can launch in 6 months, with remaining features in phase 2
  • Parallel workstreams: Structure work to allow infrastructure, backend, and frontend to progress simultaneously
  • Go/no-go gates: Establish checkpoints at Month 3 and Month 6 to assess timeline and make scope adjustment decisions
  • Resource planning: Ensure key developers committed full-time, identify backup resources

Early Warning Indicators:

  • More than 2 weeks behind schedule by Month 3
  • Critical path tasks taking 30%+ longer than estimated
  • Key technical blockers unresolved by Month 4
  • Testing phase revealing significant rework needed

Contingency Plan:

  • If tracking to 10+ month timeline by Month 5, launch MVP version early to start revenue generation
  • Accept reduced feature set at launch rather than extend timeline further
  • Plan phase 2 features for months 9-12 post-launch

Assumptions Documentation

Revenue Assumptions (Confidence: Medium)

  1. Year 2 ARR of $600K is achievable: Base case assumes $600K ARR by end of Year 2

    • Basis: [User should document: current ARR, growth trajectory, customer pipeline, pricing model]
    • Risk: Market conditions, competitive pressure, customer adoption challenges
    • Validation: Customer pre-orders, sales pipeline analysis, market sizing
  2. 25% growth in Year 3: ARR grows from $600K to $750K in Year 3

    • Basis: Conservative growth assumption for mature platform
    • Risk: Market saturation, competitive pressure
    • Validation: Year 2 actual growth rate, customer retention data

Cost Assumptions (Confidence: Medium-High)

  1. Development cost of $400K is accurate: Total rebuild cost including all labor and tools

    • Basis: [User should document: detailed scope, resource plan, vendor quotes]
    • Risk: Scope creep, technical complexity, extended timeline
    • Validation: Detailed technical planning, vendor quotes, architecture spike
  2. Operating costs of $80K/year: Ongoing infrastructure, hosting, maintenance

    • Basis: Current infrastructure costs, vendor quotes for new platform hosting
    • Risk: Usage-based pricing higher than expected, additional tooling needs
    • Validation: Infrastructure sizing analysis, vendor pricing confirmations

Execution Assumptions (Confidence: Medium)

  1. Existing customers migrate successfully: Minimal churn during platform transition
    • Basis: Assumption that rebuild maintains feature parity and improves performance
    • Risk: Migration friction, feature gaps, customer dissatisfaction
    • Validation: Migration planning, beta customer feedback, support planning

Break-Even Analysis

Minimum Year 2 ARR Required for Break-Even: $227,287

This represents 38% of base case projection ($600K), providing a 62% margin of safety.

Interpretation:

  • Even if revenue falls 62% short of base case target, the investment still breaks even (ROI = 0%)
  • Provides significant cushion for revenue shortfalls while maintaining positive returns
  • Reinforces base case as reasonably conservative assumption

Key Thresholds:

  • Below $227K ARR Year 2: Negative ROI, failed investment
  • $227K - $450K ARR Year 2: Positive but below-target returns (30-100% ROI)
  • $450K - $750K ARR Year 2: Target range returns (120-200% ROI)
  • Above $750K ARR Year 2: Exceeds targets (>200% ROI)

Document prepared: 2025-12-03
Analysis period: 3 years
Discount rate: 10%
Confidence level: Medium (validation of revenue assumptions required)
Next review: After Month 3 development checkpoint and customer pre-order validation