Start from the outcome, not the model
Each workflow product is a curated outcome contract with a preset manifest, output schema, and delivery policy. Submit input, preview the cost, ship the artifact.
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7 live
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classify · extract · rerank · …
24h
fee refund on miss
Submit input
Submit JSONL or a structured payload against the workflow contract.
Preview cost
We preview provider base + service fee before dispatch, then settle on actual usage.
Receive the artifact
Schema-validated output delivered by webhook within the 24h SLA.
Showing 7 of 7 workflows
Agent Main Thread
workflow · agent-main-thread
Durable, webhook-first single-request inference for patient agent loops.
A single agent inference step is accepted as durable async work and completed by webhook instead of a held HTTP response.
Batch Summarization
workflow · batch-summarization
Condense long text, reports, and backlogs into concise summaries with next steps.
A ready-to-share summary artifact with key points, actions, and risks.
Structured Extraction
workflow · structured-extraction
Pull fields, entities, and missing data out of messy documents or messages.
A normalized extraction artifact with fields, missing data, and review flags.
Data Labeling
workflow · data-labeling
Classify tickets, content, and events into queues or policy labels at batch scale.
A labeled dataset with primary class, secondary tags, urgency, and escalation cues.
Embeddings Backfill
workflow · embeddings-backfill
Refresh retrieval indexes in the background and ship clean vector-ready result rows.
A low-touch backfill run that refreshes search coverage without blocking production work.
Support Rollups
workflow · support-rollups
Turn yesterday's support queue into a leadership-ready brief plus an exceptions lane.
A clean morning brief with high-risk tickets separated for human follow-up.
Document Review
workflow · document-review
Turn dense documents into decision-ready findings, obligations, and follow-up actions.
A repeatable review packet with material risks, required actions, and clean exception handling.
Ship outcomes, not prompts
One POST gets you the cheapest eligible lane and a cost preview. One webhook delivers schema-validated results when the SLA clock stops.