📞 CONDITIONAL

AI Телефонный агент

Voice AI agent for inbound and outbound business calls

Category: ai-agent
Date: 2026-03-28
ID: 8a174f07…
AI Score ?Weighted result of 6 AI models. 65+ → GO, 50–65 → conditional, below 50 → NO-GO.
52/100
⚠ Conditional GO — risks exist, hypotheses need validation
Financial Dashboard — Key Numbers
Investment Required ?Total capital needed to reach break-even: servers, marketing, development.
$200
to get started
Break-even ?The month when monthly profit will cover all startup costs.
Month 8
from launch
MRR Target ?Monthly recurring revenue at which the project is considered successful and ready to scale.
$3,000
per month
Margin ?Share of each dollar remaining after infrastructure, APIs, and direct costs. 70%+ is healthy for SaaS.
55%
of revenue retained
Monthly Revenue Growth Forecast
Optimistic
Realistic
Pessimistic
Break-even Month 8
Unit Economics — Numbers per Customer
Revenue per Customer ?How much one customer pays per month (ARPU). The higher, the fewer customers needed for strong profit.
$15–54/mo
per customer avg.
Profitability ?Share of each dollar remaining after servers, APIs, and other direct costs.
~75%
of revenue retained
Customer Lifetime Value ?Total revenue from one customer over the entire relationship (LTV). Ideally 3× above acquisition cost.
$90
lifetime total
Max Acquisition Cost ?Maximum ad spend per customer while keeping the business model profitable (CAC target).
$8
per new customer
LTV / CAC ?Ratio of customer lifetime value to acquisition cost. 3× and above is healthy.
11.2×
✓ Above benchmark
Development Scenarios
Scenario Revenue by Month 6 Revenue by Month 12 Key Assumption
Pessimistic $166 $828 CAC выше прогноза, конверсия ниже 5%
Realistic $477 $2,367 По плану: CAC ≤ цели, churn ≤ 5%/мес
Optimistic $1,192 $5,917 Виральность сработала, CAC < цели в 2 раза
🛑 When to Stop the Project
K1
Zero leads after 100 clicks
leads == 0 AND clicks >= 100
→ pause diagnose
K2
Margin below 30% at scale
real_margin_pct < 30 AND paying_users >= 10
→ reassess pricing or kill
Milestones & Stages
M1
Prevalidate лендинг
Pending
M2
100 кликов + оценить CR
Pending
M3
Первый платящий
Pending
Investment & Exit Scenarios

Total Investment Needed

$1,000
to reach profitability
marketing $500
dev $250
infra $150
ops $100

Exit Options

  • Продажа при $5K MRR
    $3K–6K
    probability 40%
  • Bootstrap до $30K+ MRR
    $500K–$2M
    probability 25%
  • Закрыть на любой стадии
    $0 (опыт + код)
    probability 35%

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