Extract fields from every document — at batch prices.
Invoices, contracts, claims, KYC forms, medical records. Process in the background on European GPUs and get clean JSON back with a per-document audit trail. Run any open-weight vision model, or your own fine-tune.
You have a stream or backlog of semi-structured documents and you need predictable fields out the other side — amounts, dates, parties, line items, clinical codes. Realtime extraction is the wrong shape for this: you don't need answers in 200ms, you need 100,000 documents processed overnight at a sane cost.
Backlogs love long windows.
Most extraction jobs are ingest → queue → index. Pick a 24h or 48h window and the orchestrator runs against preemptible spot capacity across EU providers. Document-level checkpointing means a reclaim never costs you more than a single doc's retry.
Your fine-tune, same audit trail.
If you've trained a vision model on your customers' contract templates or claim forms, ship it. Anything that runs on vLLM or SGLang we serve — under the same per-document trail as the catalog models.
A trail your customer's CISO can verify.
Every document carries model version, infrastructure region, and batch ID. Exportable as JSONL or signed report. No US CLOUD Act exposure.
Example — extract line items from 100,000 invoices.
{ "id": "inv_0042", "file": "s3://…/invoice_0042.pdf" }{
"id": "inv_0042",
"supplier": "Acme GmbH",
"vat_id": "DE123456789",
"total": { "amount": 4812.40, "currency": "EUR" },
"line_items": [ … 17 items … ],
"_sference": {
"model": "qwen3-vl-235b@2026-04",
"region": "eu-nl-ams",
"batch": "bch_a12f"
}
}Pricing is announced at launch. The shape below reflects the relative savings — longer windows map to cheaper spot capacity.
pricing at launchPriority queue, minimal wait.
Balanced — typical daytime batch.
The common default for overnight runs.
Weekend backfills, reprocessing.
Flagship open VLM; OCR in 32 languages, strong on forms and tables.
European multimodal option; efficient on cleaner layouts and text-heavy scans.
Trained on your templates? Same API, same audit trail.
Per-document audit trail.
Every extraction carries model version, EU region, and batch ID. Retention is configurable per batch — delete inputs on completion, keep outputs + metadata for your audit log, or retain the lot under a custom policy. Exportable as JSONL or as a signed compliance report.
Stop paying realtime prices for work that can wait.
We're in early access. Drop your email — if your workload fits, we'll send you API credentials and you're good to go.