Reliably import massive crop datasets without crashes using smart batching.
University students experience crashes in crop yield prediction software during data imports, halting their thesis work.
CropBatch splits large files into manageable chunks for error-free imports into yield prediction software. Monitor progress in real-time, pause/resume on errors, and get notified on completion. No more halted theses from import failures.
University students in agronomy, agriculture, or related fields conducting thesis research with crop yield prediction software
Resume-from-failure batching with crop-specific progress visualizations like yield maps.
supportive
Split large files into batches for safe import.
Live dashboard showing import status per chunk.
Auto-retry failed chunks or manual resume.
Optimized batch sizes for DSSAT, AquaCrop etc.
Detailed logs for debugging thesis data.
Schedule multiple imports in queue.
Push/email on completion or errors.
Preview chunks before import.
Batch multiple datasets.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| filename | text | No |
| status | text | No |
| chunks_total | int | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| import_id | uuid | No |
| chunk_num | int | No |
| status | text | No |
| error_msg | text | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| chunk_id | uuid | No |
| message | text | No |
| timestamp | timestamp | No |
Relationships:
/api/importsStart new batch import
/api/imports/:idGet import progress
/api/imports/:id/chunks/:num/retryRetry specific chunk
/api/users/importsList user imports
No resume, 1 queue
1 concurrent queue
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 100 | 2% | $16 | $192 |
| Month 6 | 800 | 6% | $384 | $4,608 |
Smart chunking + resume for large thesis datasets in DSSAT & more.
Email agriculture profs from top unis with student listserv access for beta invites. Post case study in CropSci subreddit targeting thesis pains. Offer free Pro to first 50 signups from Twitter #PrecisionAg.
ETL power
Not student-friendly, no realtime
Simple batch resume for $8/mo
Workflows
Desktop only, complex setup
Cloud realtime for yield software
User import logs build error patterns for smarter batching algorithms.
Growing dataset sizes from drones/satellites overwhelming student tools.
Realtime scaling issues
Supabase realtime limits + pagination
Students prefer manual fixes
Demo videos showing 10x time save
Success: 10+ confirm interest
Success: 90% success rate
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