🖼️ CONDITIONAL

Восстановление фото в TG

Telegram bot for AI-powered restoration of old photos

Category: ai-agent
Date: 2026-03-21
ID: 05ac7f42…
AI Score ?Weighted result of 6 AI models. 65+ → GO, 50–65 → conditional, below 50 → NO-GO.
65/100
⚠ Conditional GO — risks exist, hypotheses need validation
Financial Dashboard — Key Numbers
Investment Required ?Total capital needed to reach break-even: servers, marketing, development.
$2,500
to get started
Break-even ?The month when monthly profit will cover all startup costs.
Month 5
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.
47%
of revenue retained
Monthly Revenue Growth Forecast
Optimistic
Realistic
Pessimistic
Break-even Month 5
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.
$18–50/order
per customer avg.
Profitability ?Share of each dollar remaining after servers, APIs, and other direct costs.
~47%
of revenue retained
Break-even ?When startup costs will be fully recovered and the business begins generating net profit.
Month 5
to profitability
Customer Lifetime Value ?Total revenue from one customer over the entire relationship (LTV). Ideally 3× above acquisition cost.
$21
lifetime total
Max Acquisition Cost ?Maximum ad spend per customer while keeping the business model profitable (CAC target).
$10
per new customer
LTV / CAC ?Ratio of customer lifetime value to acquisition cost. 3× and above is healthy.
2.1×
⚠ Below benchmark (3×)
Development Scenarios
Scenario Revenue by Month 6 Revenue by Month 12 Key Assumption
Pessimistic $466 $903 CAC выше прогноза, конверсия ниже 5%
Realistic $1,332 $2,582 По плану: CAC ≤ цели, churn ≤ 5%/мес
Optimistic $3,330 $6,455 Виральность сработала, CAC < цели в 2 раза
🛑 When to Stop the Project
K1
Zero orders after 100 clicks
orders == 0 AND clicks >= 100
→ pause traffic diagnose
K2
LTV/CAC < 1.5
ltv / cac < 1.5 AND orders >= 10
→ reassess economics
Milestones & Stages
M1
Prevalidate лендинг
Pending
M2
100 кликов
Pending
M3
Первый заказ (оплата)
Pending
M4
10 заказов
Pending
Investment & Exit Scenarios

Total Investment Needed

$2,500
to reach profitability
marketing $1,250
dev $625
infra $375
ops $250

Exit Options

  • Продажа при $5K MRR
    $4K–7K
    probability 40%
  • Bootstrap до $30K+ MRR
    $500K–$2M
    probability 25%
  • Закрыть на любой стадии
    $0 (опыт + код)
    probability 35%

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