NetSched

Predict internet outages and schedule mobile money transactions.

Score: 8.0/10BJHard BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Business owners in rural Benin experience unreliable internet connectivity that disrupts critical mobile money transactions and digital banking services.

Solution

NetSched analyzes your connection patterns and local outage data to predict downtime, allowing you to schedule transactions for optimal windows. It queues and executes via APIs during predicted good connectivity, with alerts for manual intervention. Perfect for time-sensitive banking in unreliable areas.

Target Audience

Business owners in rural Benin dependent on mobile money and digital banking

Differentiator

ML-powered outage prediction using crowdsourced rural Benin data for 85% accuracy.

Brand Voice

professional

Features

Connection Monitor

must-have18h

Tracks uptime/downtime in background.

Outage Predictor

must-have25h

Forecasts next 24h reliability using simple ML.

Smart Scheduler

must-have20h

Set txn to auto-execute in green windows.

Alert System

must-have12h

Push/SMS alerts for predictions and executions.

Execution Logs

must-have10h

Detailed history of scheduled txns.

Regional Heatmap

nice-to-have15h

Crowdsourced outage map for Benin.

Batch Scheduling

nice-to-have10h

Queue multiple daily txns.

API Calendar

nice-to-have8h

ICS export for external calendars.

Total Build Time: 118 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
locationtextYes

connection_logs

ColumnTypeNullable
iduuidNo
user_iduuidNo
uptimeboolNo
timestamptimestampNo

Relationships:

  • user_id -> users.id

schedules

ColumnTypeNullable
iduuidNo
user_iduuidNo
execute_attimestampNo
statustextNo

Relationships:

  • user_id -> users.id

API Endpoints

GET
/api/predict

Get outage forecast

🔒 Auth Required
POST
/api/schedule

Create scheduled txn

🔒 Auth Required
POST
/api/logs

Log connection status

🔒 Auth Required
GET
/api/executions

List past schedules

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn/ui + Recharts
Backend
Next.js API routes + Vercel AI SDK
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
Background sync API

Build Timeline

Week 1: Monitoring setup

22h
  • Connection logger
  • User auth

Week 2: Prediction model

30h
  • Simple ML forecast
  • Dashboard

Week 3: Scheduler core

28h
  • Scheduling logic
  • API exec

Week 4: Alerts and UI

25h
  • Notifications
  • Charts

Week 5: Polish and test

20h
  • Payments
  • Mobile opt

Week 6: Heatmap nice-to-have

15h
  • Regional viz
  • Launch

Week 7: Final tweaks

10h
  • Bugs fixed
Total Timeline: 7 weeks • 200 hours

Pricing Tiers

Free

$0/mo

No alerts

  • Basic predictions
  • 10 schedules/month

Pro

$30/mo
  • Unlimited schedules
  • Alerts
  • Advanced predictions

Enterprise

$99/mo

Priority predictions

  • All Pro
  • Team access
  • Custom models

Revenue Projections

MonthUsersConversionMRRARR
Month 11202.5%$90$1,080
Month 61,0007%$2,100$25,200

Unit Economics

$18
CAC
$380
LTV
4%
Churn
90%
Margin
LTV:CAC Ratio: 21.1xExcellent!

Landing Page Copy

Predict Benin Internet Outages, Schedule Reliable Payments

NetSched ensures your mobile money txns go through at the best time.

Feature Highlights

AI outage forecasts
Auto-scheduling
Connection tracking
Real-time alerts

Social Proof (Placeholders)

"Predicted every outage! - Etienne, farmer"
"Txns always succeed - Sophie boutique"

First Three Customers

Survey rural co-ops via LinkedIn Benin groups; offer beta via email signup with free Pro; collaborate with local NGOs for trader outreach.

Launch Channels

Product HuntHacker Newsr/indiehackers#AfricaTechBenin forums

SEO Keywords

internet outage predictor Beninschedule mobile money ruralMTN MoMo schedulerconnection forecast Africa payments

Competitive Analysis

Downdetector

downdetector.com
Free
Strength

Global coverage

Weakness

No rural Benin specifics or scheduling

Our Advantage

Localized predictions + txn automation

🏰 Moat Strategy

Crowdsourced connection data moat grows with users for hyper-local accuracy.

⏰ Why Now?

2024 Benin 5G pilots highlight persistent rural gaps, driving demand for smart tools.

Risks & Mitigation

technicalhigh severity

Prediction accuracy

Mitigation

Fallback to manual + continuous training

marketmedium severity

Prediction skepticism

Mitigation

Transparent accuracy metrics

financiallow severity

Low ARPU initially

Mitigation

Freemium ramp

Validation Roadmap

pre-build10 days

Collect outage data from 20 users

Success: Model >70% accuracy

launch30 days

100 signups, monitor usage

Success: 30% retention

Pivot Options

  • Pure outage alert app
  • General business scheduler
  • Expand to weather predictions

Quick Stats

Build Time
200h
Target MRR (6 mo)
$2,500
Market Size
$6.0M
Features
8
Database Tables
3
API Endpoints
4