ProdPulse

Sync IoT sensors to ERP for real-time production forecasts in minutes.

Score: 5.8/10DJMedium Build
Brand Colors

The Opportunity

Problem

Enterprise manufacturing teams suffer inaccurate production forecasts and delays due to outdated ERP systems failing to integrate with modern IoT sensors.

Solution

ProdPulse bridges outdated ERPs with modern IoT sensors, pulling live data to generate accurate production forecasts. Manufacturing teams get a simple dashboard with delay predictions and inventory insights. Setup takes under 30 minutes with no-code integrations.

Target Audience

Enterprise manufacturing teams managing large-scale production operations

Differentiator

Fastest no-code IoT-ERP sync focused solely on forecast accuracy for mid-sized factories.

Brand Voice

professional

Features

ERP Integration

must-have20h

Connect to SAP, Oracle, or custom ERPs via API keys.

IoT Sensor Sync

must-have25h

Ingest data from 100+ IoT platforms like AWS IoT or Azure.

Live Forecast Dashboard

must-have30h

Real-time charts showing production timelines and bottlenecks.

Delay Alerts

must-have15h

Email/Slack notifications for forecast deviations >10%.

Inventory Projections

must-have20h

Predict stock needs based on IoT machine data.

Custom Reports

nice-to-have10h

Export PDF/CSV weekly summaries.

Team Permissions

nice-to-have8h

Role-based access for managers and operators.

AI Trend Analysis

nice-to-have15h

Machine learning insights on recurring delays.

Mobile App

future40h

iOS/Android push notifications.

Total Build Time: 183 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo
organization_iduuidNo

Relationships:

  • belongs to organizations

organizations

ColumnTypeNullable
iduuidNo
nametextNo
subscription_tiertextNo

Relationships:

  • has many users, sensors

sensors

ColumnTypeNullable
iduuidNo
organization_iduuidNo
nametextNo
iot_providertextNo
api_keytextYes

Relationships:

  • belongs to organizations, has many readings

readings

ColumnTypeNullable
iduuidNo
sensor_iduuidNo
timestamptimestampNo
datajsonbNo

Relationships:

  • belongs to sensors

forecasts

ColumnTypeNullable
iduuidNo
organization_iduuidNo
generated_attimestampNo
predictionsjsonbNo

Relationships:

  • belongs to organizations

API Endpoints

POST
/api/organizations

Create new organization during signup

🔒 Auth Required
POST
/api/sensors

Add IoT sensor to org

🔒 Auth Required
GET
/api/forecasts

Fetch latest forecasts

🔒 Auth Required
POST
/api/readings

Ingest new sensor data (webhook)

PUT
/api/alerts

Update alert settings

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind + Recharts
Backend
Next.js API routes + Supabase Edge Functions
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
Supabase RealtimeCron Jobs for forecasts

Build Timeline

Week 1: Core auth and DB setup

40h
  • User/org schema
  • Auth flows
  • Basic landing

Week 2: Integrations

50h
  • ERP/IoT connectors
  • Data ingestion

Week 3: Dashboard and forecasts

50h
  • Live charts
  • Forecast logic

Week 4: Alerts and polish

40h
  • Notifications
  • Payments
  • Testing

Week 5: Nice-to-haves and deploy

30h
  • Reports
  • Permissions
  • Launch
Total Timeline: 5 weeks • 210 hours

Pricing Tiers

Free

$0/mo

100 readings/day

  • 1 ERP connection
  • 5 sensors
  • Basic dashboard

Pro

$15/mo

10k readings/day

  • Unlimited ERPs/sensors
  • Alerts
  • Inventory projections

Enterprise

$99/mo

Unlimited

  • All Pro + Custom reports
  • Priority support
  • API access

Revenue Projections

MonthUsersConversionMRRARR
Month 11001%$15$180
Month 68003%$360$4,320

Unit Economics

$40
CAC
$600
LTV
5%
Churn
85%
Margin
LTV:CAC Ratio: 15.0xExcellent!

Landing Page Copy

End Production Delays with IoT-Powered Forecasts

Sync your ERP and sensors for accurate predictions—no IT team needed.

Feature Highlights

30-min setup
Real-time dashboards
Smart alerts
Boost output 20%

Social Proof (Placeholders)

"'Cut delays by 40% overnight' - Factory Mgr, AutoCorp"
"'Game-changer for our lines' - Prod Lead, SteelCo"

First Three Customers

Email 50 manufacturing leads from LinkedIn Sales Navigator searching 'production manager IoT'. Offer free setup calls and 3-month free Pro tier. Follow up with personalized demos using their ERP type.

Launch Channels

Product Huntr/manufacturingHacker NewsLinkedIn Groups

SEO Keywords

production forecast softwareIoT ERP integrationmanufacturing delay predictorreal-time factory dashboard

Competitive Analysis

$1k+/mo enterprise
Strength

Full MES platform

Weakness

Complex setup, no quick forecasts

Our Advantage

No-code, forecast-focused for $15/mo

Custom enterprise
Strength

ERP replacement

Weakness

No native IoT sync

Our Advantage

Lightweight bridge, instant value

🏰 Moat Strategy

Data moat from aggregated anonymized IoT patterns improving forecasts over time.

⏰ Why Now?

IoT sensor adoption in factories up 300% post-2023, ERPs lagging behind.

Risks & Mitigation

technicalmedium severity

IoT API unreliability

Mitigation

Fallback caching and multi-provider support

markethigh severity

Enterprise sales cycles long

Mitigation

Freemium to prove ROI fast

executionmedium severity

Forecast accuracy issues

Mitigation

Start with simple heuristics, iterate with user data

Validation Roadmap

pre-build7 days

Interview 10 prod managers on LinkedIn

Success: 3 express interest in beta

mvp14 days

Beta test with 5 users

Success: 80% retention week 2

launch3 days

PH launch

Success: 200 signups

Pivot Options

  • Focus on predictive maintenance only
  • Target SMB workshops
  • Add MES lite features

Quick Stats

Build Time
210h
Target MRR (6 mo)
$5,000
Market Size
$5000.0M
Features
9
Database Tables
5
API Endpoints
5