Speed

Large batches complete in hours, not weeks.

SAPR’s data plane was built for credit and compliance workflows where SLAs matter. Elastic lanes, queue awareness, and automation keep work moving even at month-end peaks.

Sustained throughput
8k+ pages/hr
Time to first output
< 24 hrs
Peak concurrency
100+ documents

Pipeline

How SAPR stays fast

Parallel job orchestration and automated exception handling keep utilization high while guaranteeing review time where it counts.

  • Surge lanes spin up automatically when backlog or SLAs breach defined thresholds.
  • Smart batching groups documents by complexity to keep GPUs and reviewers evenly fed.
  • Review queues integrate with your team or SAPR analysts with full audit logs.
  • Progress webhooks and dashboard updates keep ops teams in sync without email chains.

Capacity planning that flexes

Share expected volumes or simply drop documents — SAPR forecasts throughput and alerts you if inputs exceed SLA so you can reprioritize.

  • Volume simulator with what-if scenarios
  • Auto-notifications to Slack/Email

Turnaround you can promise

Early sample deliveries and streaming exports let you start underwriting or ops work while the batch finishes.

  • First tranche in < 24 hours
  • API, S3, and Snowflake delivery targets

Turn your document backlog into trusted data.

Share a sample set, see validated outputs, and scope a 20-minute rollout plan.