Use cases

Purpose-built for high-stakes document workflows.

From private credit to specialty insurance, teams plug SAPR into processes where accuracy, privacy, and turnaround time are non-negotiable.

Private Credit (covenants & certs)

Quarterly covenant checks in ~4 hours, not 2 weeks.

  • Extract rules, thresholds, and dates
  • Auto-verify compliance certificates
  • Audit trail + review queue

Insurance / ILS parameters

Process ~1,000 claims (~10k pages) in ~1 hour.

  • Agentic extraction → structured claims
  • Stratified QA + review queue
  • Per-tenant isolation in a hardened VPC

Risk & Compliance docs

Aggregate Cat Bond exposure from ~30k pages in ~3 hours.

  • Extract triggers, attachment/exhaustion
  • Portfolio aggregation & filtering
  • Confidential processing; isolated resources

Specialty finance packages

Convert servicing and deal docs into model-ready datasets.

  • Extract key commercial terms reliably
  • Anonymization options for sharing
  • Provenance + confidence for every field

ESG evidence collections

Normalize ESG metrics across 100 companies in ~2 hours.

  • Understands climate terminology and context
  • Comparative tables for benchmarking
  • Isolated processing; no default training

Case snapshot

Private credit diligence, end-to-end

A $30B AUM credit fund moved manual uploads to SAPR, cutting diligence cycles by 70%.

  • 200k+ pages processed with 99%+ accuracy
  • Faster onboarding: 2× improvement in time to funding
  • Backlog cleared in 4 days with surge capacity
  • Full provenance export for regulators

Turn your document backlog into trusted data.

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