AI detects production delays before they happen via IoT-ERP fusion.
Enterprise manufacturing teams suffer inaccurate production forecasts and delays due to outdated ERP systems failing to integrate with modern IoT sensors.
DelayGuard uses AI to analyze IoT sensor streams alongside ERP data, predicting delays hours in advance. Teams receive actionable alerts with root causes like machine wear. Reduces downtime by proactively rescheduling shifts.
Enterprise manufacturing teams managing large-scale production operations
AI-first anomaly detection tailored for manufacturing delays, not generic monitoring.
supportive
ML models flag unusual IoT patterns synced to ERP schedules.
Breakdown of delay triggers (e.g., temp spikes, stock low).
Push notifications 2-24h before delays.
Auto-sync production schedules and inventory.
Handle high-volume sensor data in real-time.
Track past incidents and accuracy.
Fine-tune models on your factory data.
Post alerts to channels.
Phone calls for critical issues.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| org_id | uuid | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| tier | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| org_id | uuid | No |
| timestamp | timestamp | No |
| type | text | No |
| severity | int | No |
| resolved | bool | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| org_id | uuid | No |
| data | jsonb | No |
| processed | timestamp | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| org_id | uuid | No |
| confidence | int | No |
| details | jsonb | No |
Relationships:
/api/alertsList org alerts
/api/iot/webhookReceive sensor data
/api/predictionsFetch AI predictions
/api/orgs/setupInitial ERP/IoT config
1k streams/day
50k streams/day
Unlimited
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 80 | 1% | $15 | $180 |
| Month 6 | 700 | 2.5% | $262 | $3,144 |
AI-powered IoT + ERP insights prevent downtime automatically.
Post in manufacturing forums like Reddit r/LeanManufacturing offering free AI audits. Target IoT users via Twitter searches. Secure pilots with 1-month free Pro.
Advanced AI
Heavy implementation
Plug-and-play for $15
ML models improve with proprietary delay datasets from users.
AI edge compute now viable for factory IoT volumes.
ML false positives
Tunable thresholds + user feedback loop
Skepticism on AI accuracy
Free trials with benchmarks
Success: 70% want AI alerts
Success: 90% alert accuracy
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