EdgeAILeap

Simulate decentralized AI compute on Africa's renewables

Score: 7.5/10KenyaHard BuildReady to Spawn
Brand Colors

The Opportunity

Problem

African nations are critically lagging in foundational AI infrastructure layers like energy, chips, and data centers, excluding them from the global AI dominance race led by US and China.

Solution

EdgeAILeap lets users model solar/wind-powered edge data centers, simulating costs, output, and ROI for off-grid AI infra. It optimizes for Africa's energy realities, generating bankable feasibility studies. Entrepreneurs and leaders deploy leapfrog solutions without mega data centers.

Target Audience

African policymakers, tech entrepreneurs, and innovation leaders seeking to drive continental AI adoption and economic leapfrogging

Differentiator

Renewable-first simulations with Africa climate data and hardware pricing

Brand Voice

friendly

Features

Simulation Builder

must-have30h

Drag-drop hardware/energy configs

Cost Calculator

must-have20h

Real-time ROI projections

Climate Integration

must-have25h

Local solar/wind data auto-fill

Output Visualizer

must-have18h

Charts of compute power over time

Feasibility Report

must-have15h

Auto-generate investor PDFs

Scenario Comparison

nice-to-have14h

A/B test multiple setups

Template Library

nice-to-have10h

Pre-built Africa configs

Export to CSV

future12h

Data for spreadsheets

Total Build Time: 144 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo

simulations

ColumnTypeNullable
iduuidNo
user_iduuidNo
locationtextNo
roiintYes
configtextNo

Relationships:

  • user_id -> users.id

templates

ColumnTypeNullable
iduuidNo
nametextNo
configtextNo
downloadsintNo

API Endpoints

POST
/api/simulations

Run simulation

🔒 Auth Required
GET
/api/simulations/:id

Get sim results

🔒 Auth Required
GET
/api/templates

List templates

GET
/api/reports/:id

Generate PDF

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind CSS + D3.js
Backend
Next.js API routes
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
Weather APIspdfmake

Build Timeline

Week 1: Core sim engine

45h
  • Basic calculator
  • DB setup

Week 2: UI builder

50h
  • Drag-drop
  • Charts

Week 3: Climate data

45h
  • API integrations
  • Templates

Week 4: Reports/sharing

40h
  • PDFs
  • Compares

Week 5: Monetization

30h
  • Pricing
  • Auth polish

Week 6: Optimizations

25h
  • Mobile responsive

Week 7: Launch prep

20h
  • Landing/SEO
Total Timeline: 7 weeks • 255 hours

Pricing Tiers

Free

$0/mo

3 sims/mo

  • Basic sims
  • Public templates

Pro

$42/mo

10 reports/mo

  • Unlimited sims
  • Custom locs
  • Exports

Enterprise

$199/mo

Unlimited

  • All Pro
  • Team access
  • API
  • Custom data

Revenue Projections

MonthUsersConversionMRRARR
Month 1806%$201$2,412
Month 670013%$3,846$46,152

Unit Economics

$28
CAC
$480
LTV
4%
Churn
93%
Margin
LTV:CAC Ratio: 17.1xExcellent!

Landing Page Copy

Build Edge AI on African Sun & Wind

Simulate your decentralized infra – get ROI in seconds

Feature Highlights

Real climate data
Hardware optimizer
Investor reports
Scenario tester

Social Proof (Placeholders)

"'Proved our solar AI farm viable' - Ghana Startup"
"'Leapfrogged planning' - Policy Advisor"

First Three Customers

Post in renewable energy Discords and Africa AI WhatsApps with free sims; LinkedIn connect edge compute founders; offer to MEST Africa incubator.

Launch Channels

Product Huntr/edgecomputingHacker NewsAfrica Renewables Twitter

SEO Keywords

edge AI Africa simulationsolar data center calculatorAfrica renewable AI compute

Competitive Analysis

HPC Simulator

example.com/hpc
Free/open source
Strength

High fidelity

Weakness

No renewables/Africa

Our Advantage

Tailored sims, easy UI, reports

🏰 Moat Strategy

Curated Africa renewable datasets and simulation templates

⏰ Why Now?

Falling solar costs + NVIDIA edge GPUs; Africa energy transition funding surge

Risks & Mitigation

technicalmedium severity

Sim accuracy

Mitigation

Partner with weather APIs

financiallow severity

API costs

Mitigation

Caching + tier limits

Validation Roadmap

pre-build5 days

Demo prototype to 10 founders

Success: 4 request access

mvp14 days

User testing sims

Success: 80% satisfaction

Pivot Options

  • General renewable sim tool
  • Hardware vendor affiliate

Quick Stats

Build Time
255h
Target MRR (6 mo)
$4,200
Market Size
$600.0M
Features
8
Database Tables
3
API Endpoints
4