AI-powered remote diagnostics for irrigation systems in remote Mali
Agritech business owners in remote Malian regions cannot find trained technicians to maintain critical equipment like irrigation systems.
SahelDiag uses AI to analyze uploaded photos/videos of equipment issues and provides instant troubleshooting guides. Owners connect instantly with vetted remote technicians via video calls for live fixes. Reduces downtime by 70% without needing on-site experts.
Agritech business owners operating irrigation and equipment systems in remote regions of Mali
Tailored AI models trained on Malian irrigation hardware, with French/Bambara language support for local users
supportive
Users upload photos/videos; AI detects common irrigation faults and suggests fixes
Schedule and conduct live video sessions with remote technicians
Searchable database of step-by-step repair guides in local languages
Track maintenance history per device to predict issues
SMS/email alerts for session bookings and AI detections
Store and review past video consults for future reference
Invite farm managers to shared dashboards
View equipment uptime and cost savings metrics
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| phone | text | Yes |
| role | text | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | No | |
| user_id | uuid | No |
| name | text | No |
| type | text | No |
| last_maintenance | timestamp | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| equipment_id | uuid | No |
| description | text | No |
| ai_diagnosis | text | Yes |
| status | text | No |
| resolved_at | timestamp | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| issue_id | uuid | Yes |
| tech_id | uuid | No |
| start_time | timestamp | No |
| recording_url | text | Yes |
Relationships:
/api/scan-issueUpload media and get AI diagnosis
/api/equipmentsList user's equipments
/api/sessionsBook new video session
/api/sessions/:idGet session details and recording
No video sessions
Up to 10 equipments
Unlimited equipments
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 100 | 2% | $70 | $840 |
| Month 6 | 500 | 5% | $875 | $10,500 |
AI diagnoses + live video support tailored for Sahel agritech equipment
Reach out to Mali agritech Facebook groups and WhatsApp networks for irrigation owners. Offer free Pro trials via cold emails to 50 businesses listed in local directories. Partner with one co-op in Kayes for beta testing and referrals.
Broad farm management
No remote diagnostics for Mali hardware
Mali-specific AI + low-cost video support
Proprietary AI dataset from Malian equipment scans creates data moat; network of local remote techs grows with users
Mali's irrigation expansion post-2023 droughts demands reliable remote maintenance amid technician shortages
AI accuracy on dusty field photos
Start with rule-based + fine-tune HF models on user data
Low internet in remote areas
Offline photo upload + SMS-first notifications
Video call reliability
Use Twilio Video with fallback audio
Success: 80% confirm pain and WOB $35/mo
Success: 50% retention week 2
Success: 100 signups week 1
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