venture/financials.md

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Financial Models & Projections

Capital Requirements Summary

Phase 1: Integration Consulting

Total Capital: $500

  • LLC registration: $100-300
  • Website (Carrd/WordPress): $0-200
  • Business cards: $50
  • Marketing materials: $50

Source: Personal funds (out of pocket)

Phase 2: Edge Monitoring Platform

Total Capital: $1,000

  • GTHost server (2 months): $200-300
  • Development/testing: Nights/weekends (sweat equity)

Source: Phase 1 consulting revenue

Phase 3: GPU-Powered AI

Total Capital: $3,000

  • GPU server (3 months): $1,050-1,350
  • ML model development: Nights/weekends
  • Marketing materials: $200

Source: Phase 2 platform profits

TOTAL 18-MONTH CAPITAL: $4,500 (self-funded)


Revenue Models by Phase

Phase 1: Consulting Only

Revenue Streams:

  • Hourly consulting: $150-200/hour
  • Project fees: $15k-40k per project
  • Optional retainer: $2k-5k/month

Monthly Revenue Projection:

Month Projects Hourly Total Revenue
1 0.5 pilot - $5,000
2 - 40hrs $7,000
3 1 full - $25,000

90-Day Total: $37,000 (conservative)

Cost Structure:

  • Direct costs: ~$500 (one-time setup)
  • Ongoing: $50/month (website, tools)
  • Gross Margin: 95%+

Phase 2: Hybrid Model

Revenue Streams:

  • Consulting (declining): $10k-20k/month
  • Setup fees: $5k-10k per customer
  • Monitoring MRR: $1.5k-2k per customer

Monthly Revenue Evolution:

Month Consulting Setup Fees MRR Total
4 $15,000 $10,000 $0 $25,000
5 $15,000 $5,000 $1,500 $21,500
6 $15,000 - $3,000 $18,000
7 $12,000 $10,000 $5,000 $27,000
8 $10,000 $5,000 $7,000 $22,000
9 $10,000 - $10,000 $20,000

Month 9 Totals:

  • Consulting: $10,000
  • MRR: $10,000 (6-7 customers @ $1.5k avg)
  • Total Monthly: $20,000

Cost Structure:

  • GTHost server: $150/month
  • Tools/software: $100/month
  • Gross Margin: 87%

Phase 3: Recurring Revenue Focus

Revenue Streams:

  • Basic monitoring: $1.5k × 10 customers = $15,000/month
  • Premium AI: $5k × 4 customers = $20,000/month
  • Occasional consulting: $5,000/month
  • Total MRR: $40,000/month

Customer Mix (Month 18):

Tier Customers Price/Month Revenue
Basic 10 $1,500 $15,000
Premium 4 $5,000 $20,000
Consulting - - $5,000
Total 14 - $40,000

Cost Structure:

  • GTHost servers (2): $550/month
  • Contractor: $5,000/month
  • Tools/software: $200/month
  • Total costs: $5,750/month
  • Gross Margin: 86%
  • Net Profit: $34,250/month

18-Month Financial Projection

Revenue Breakdown

Month Consulting Setup Fees Basic MRR Premium MRR Total Revenue
1 $5,000 - - - $5,000
2 $7,000 - - - $7,000
3 $25,000 - - - $25,000
4 $15,000 $10,000 - - $25,000
5 $15,000 $5,000 $1,500 - $21,500
6 $15,000 - $3,000 - $18,000
7 $12,000 $10,000 $5,000 - $27,000
8 $10,000 $5,000 $7,000 - $22,000
9 $10,000 - $10,000 - $20,000
10 $8,000 $10,000 $12,000 - $30,000
11 $7,000 - $13,500 - $20,500
12 $5,000 $10,000 $15,000 $5,000 $35,000
13 $5,000 $5,000 $15,000 $10,000 $35,000
14 $5,000 - $15,000 $10,000 $30,000
15 $5,000 $10,000 $15,000 $15,000 $45,000
16 $5,000 - $15,000 $15,000 $35,000
17 $5,000 - $15,000 $20,000 $40,000
18 $5,000 - $15,000 $20,000 $40,000

Cumulative 18 Months: $480,000


Cost Breakdown

Month Infrastructure Labor Tools Marketing Total Costs
1 - - $500 - $500
2 - - $50 - $50
3 - - $50 - $50
4 $150 - $100 - $250
5 $150 - $100 - $250
6 $150 - $100 - $250
7 $150 - $100 $200 $450
8 $150 - $100 - $250
9 $150 - $100 - $250
10 $550 - $200 - $750
11 $550 - $200 - $750
12 $550 - $200 - $750
13 $550 $3,000 $200 $200 $3,950
14 $550 $3,000 $200 - $3,750
15 $550 $4,000 $200 - $4,750
16 $550 $5,000 $200 - $5,750
17 $550 $5,000 $200 - $5,750
18 $550 $5,000 $200 - $5,750

Cumulative 18 Months: $33,950


Profit Summary

18-Month Totals:

  • Total Revenue: $480,000
  • Total Costs: $33,950
  • Total Profit: $446,050
  • Average Monthly Profit: $24,780
  • ROI: 9,921% (on $4,500 invested)

Month 18 Snapshot:

  • Monthly Revenue: $40,000
  • Monthly Costs: $5,750
  • Monthly Profit: $34,250
  • Annual Run Rate: $411,000/year profit

Break-Even Analysis

Phase 1 (Consulting)

Break-even: Month 1

  • Need: 1 small project ($5k-10k)
  • Covers: All startup costs

Phase 2 (Platform)

Break-even: 2-3 monitoring customers

  • Need: $3k-4.5k MRR
  • Covers: Infrastructure + development costs

Phase 3 (Premium AI)

Break-even: 1-2 premium customers

  • Need: $5k-10k from premium tier
  • Covers: GPU server costs

Customer Lifetime Value (LTV) Analysis

Basic Monitoring Customer

Monthly: $1,500
Average Retention: 24 months
LTV: $36,000
Setup Fee: $5,000
Total LTV: $41,000

Premium AI Customer

Monthly: $5,000
Average Retention: 30 months (stickier)
LTV: $150,000
Setup Fee: $10,000
Total LTV: $160,000


Customer Acquisition Cost (CAC)

Phase 1 (Consulting)

  • Outreach time: ~10 hours per customer
  • Marketing: $50-100
  • Total CAC: $500-700 (labor + marketing)
  • Payback Period: First project (immediate)

Phase 2 (Platform)

  • Transition from consulting: $0 (existing customer)
  • New customer: ~20 hours + $200 marketing
  • Total CAC: $1,000-1,500
  • Payback Period: 0.7-1.0 months

Phase 3 (Premium)

  • Upgrade from basic: $500 (sales time)
  • New premium customer: ~40 hours + $500 marketing
  • Total CAC: $2,500-4,000
  • Payback Period: 0.5-0.8 months

LTV:CAC Ratios

Phase 1 (Consulting):

  • Project LTV: $25,000 (avg)
  • CAC: $600
  • Ratio: 42:1 Excellent

Phase 2 (Basic Monitoring):

  • LTV: $41,000
  • CAC: $1,250 (avg)
  • Ratio: 33:1 Excellent

Phase 3 (Premium AI):

  • LTV: $160,000
  • CAC: $3,000 (avg)
  • Ratio: 53:1 Excellent

Industry Benchmark: 3:1 is good, 5:1+ is excellent


Pricing Strategy

Phase 1: Consulting

Hourly Rate Logic:

  • $150-200/hour = competitive for OT expertise
  • Positions below enterprise consultants ($300-500/hour)
  • Above general IT ($75-150/hour)

Project Pricing:

  • Small (40-80 hours): $15k-25k
  • Medium (100-150 hours): $25k-35k
  • Large (150-200 hours): $35k-50k

Phase 2: Monitoring Platform

Tier Logic:

Tier Monthly Setup Target Customer
Basic $1,500 $5,000 1 production line
Pro $2,000 $7,500 2-3 lines
Enterprise $3,000+ $10,000+ Full facility

Pricing Rationale:

  • 10x cheaper than enterprise solutions ($15k-30k/month)
  • 2-3x more than DIY (but includes support)
  • Predictable vs cloud per-message pricing

Phase 3: Premium AI

Tier Logic:

Tier Monthly Setup Differentiation
AI Basic $4,000 $10,000 Predictive maintenance
AI Pro $6,000 $15,000 + Computer vision
AI Enterprise $8,000+ $20,000+ Custom models

Value Justification:

  • If prevents ONE unplanned downtime event: $50k-500k saved
  • If extends equipment life 10%: $100k+ value
  • If improves quality 2%: Hundreds of thousands in savings

Cash Flow Management

Key Principles

  1. Consulting Funds Platform: Use project revenue for infrastructure
  2. 50% Deposits: Always collect upfront on projects
  3. Monthly Billing: Subscriptions billed 1st of month
  4. 3-Month Runway: Maintain in reserves
  5. Reinvest Profits: Use for growth until $100k saved

Month-to-Month Cash Flow

Months 1-3 (Pure Consulting):

  • Inflows: Project payments
  • Outflows: Minimal ($50-500/month)
  • Accumulation: $20k-40k cash reserve

Months 4-9 (Platform Build):

  • Inflows: Consulting + setup fees + MRR
  • Outflows: Infrastructure + time
  • Accumulation: Building to $50k-80k

Months 10-18 (Scale):

  • Inflows: MRR + premium + occasional projects
  • Outflows: Infrastructure + contractor
  • Accumulation: $100k-200k reserves

Scenario Analysis

Conservative Scenario

  • 50% of projected customer count
  • 75% of projected pricing
  • Month 18 Revenue: $20,000/month
  • Month 18 Profit: $15,000/month
  • Still viable: Yes, above typical job salary

Base Case (Projected)

  • As modeled above
  • Month 18 Revenue: $40,000/month
  • Month 18 Profit: $34,000/month

Optimistic Scenario

  • 150% of projected customers
  • Faster phase transitions
  • Month 18 Revenue: $60,000/month
  • Month 18 Profit: $52,000/month

All scenarios are profitable and viable.


Exit/Growth Options

Option 1: Keep Bootstrapping

  • Grow to 50-100 customers
  • $150k-300k/month revenue
  • Hire 5-10 person team
  • Owner salary: $200k-500k+/year

Option 2: Raise Capital (Year 2-3)

  • Platform proven at scale
  • Raise $1-3M seed round
  • Accelerate growth (sales, marketing)
  • Exit in 3-5 years

Option 3: Strategic Acquisition

  • System integrator acquires for customer base
  • Controls vendor buys for technology
  • Valuation: 3-5x annual revenue ($1.5M-7.5M range)

Option 4: Lifestyle Business

  • Stay at 20-30 customers
  • $50k-100k/month profit
  • 1-2 person operation
  • Indefinite sustainable income

Key Financial Metrics (Month 18)

Revenue Metrics:

  • MRR: $35,000 (recurring only)
  • ARR: $420,000
  • Total Revenue (with consulting): $480,000/year

Profitability:

  • Gross Margin: 86%
  • Net Margin: 85%
  • Monthly Profit: $34,250

Efficiency:

  • CAC Payback: <1 month
  • LTV:CAC: 33-53:1
  • Revenue per customer: $2,500-5,000

Growth:

  • MRR Growth Rate: 20-30%/month (early)
  • Customer Count: 14
  • Churn Rate: <10% (target)

Next Steps

See go-to-market.md for customer acquisition strategy.


Last Updated: December 2025