Stop reviewingfilesone by one.
A batch API for images and documents. Send thousands of files and one prompt to a single endpoint. Klust-1 processes the whole batch and returns structured results.
[ 01 / The problem ]
Your files outnumber your hours
01
Manual review doesn't scale
Ten files are manageable. A thousand costs you a week. Someone opens each one and types notes by hand, and by file 200 they start missing things.
02
Data trapped in pixels
Prices, clauses, totals, serial numbers. All of it sits inside photos, scans, and contracts, where no spreadsheet or search can reach it.
03
One file at a time
Chat assistants take one file at a time: upload, ask, wait, repeat. You retype the same question hundreds of times, and there is still no batch mode.
[ 02 / The solution ]
One prompt. Every file.
Submit a batch
POST one prompt and a list of image URLs, or upload a JSONL for per-file prompts.
We process it
Klust-1 runs the whole batch in parallel, async, at any scale. Poll the status.
Fetch results
Download one results file — a structured row per image, ready to load.
[ 03 / Use cases ]
One engine, every file
Documents
Invoices & contracts
Pull totals, dates, parties, and clauses from every scan.
Product catalogs
Names, SKUs, and prices from every shelf shot.
Inspection photos
Flag defects and read labels across the batch.
OCR & data extraction
Screenshots, receipts, forms, IDs, charts. Klust-1 pulls the text and the fields out of any of them, as clean markdown or tables.
1,000+
Files per prompt
4×
Processed in parallel
~2s
Per file, on average
0
Images stored
[ Scale ]
What took your team a week now takes a coffee break.
Product catalogs, inspection photos, invoices, contracts, receipts, screenshots. Point the batch endpoint at your files, send one prompt, and get a structured row for every file. Klust-1, our in-house vision-language model, does the reading.
Klust-1 gets your prompt word for word, with no rules bolted on. It reads your images and stores none of them.
[ 04 / Pricing ]
Simple pricing
Pro
Soon
For pipelines that never stop.
- Higher throughput
- Priority queue
- Team workspaces
Enterprise
Custom
For sensitive, high-volume workloads.
- SSO & audit logs
- On-prem / VPC deploy
- Custom throughput & SLA