Product Updates & Release Notes

Shipped our flagship fine-tuned vision-LLM engine combining GPU high-resolution patch slicing with deep OCR token geometry for sub-millimeter bounding box precision.

• New

  Aperture PR-01 model architecture deployed to production GPU cluster with <1.2s median inference.

• New

  Sub-millimeter [ymin, xmin, ymax, xmax] normalized bounding boxes returned with every scalar and table cell.

• Improved

  Token recall on degraded thermal receipts and skewed carbon-copy bills increased to 99.4%.

Anthropic Claude Desktop and Cursor can now inspect parser schemas, query extraction jobs, and trigger document processing directly via JSON-RPC 2.0 MCP protocol.

• New

  Model Context Protocol endpoint exposed at /api/mcp supporting tools, resources, and prompt templates.

• New

  Document processing tools: parse_document, get_extraction_status, and list_active_schemas.

• Improved

  Strict HMAC-SHA256 signature verification added to outgoing webhooks with millisecond replay protection.

Direct bi-directional push to QuickBooks Online for bills, vendor credits, and purchase orders, plus signed AWS S3 and Cloudflare R2 bucket integration.

• New

  Native QuickBooks Online OAuth2 integration with automatic chart-of-accounts and vendor matching.

• Improved

  Bring-Your-Own-Storage (BYOS) allows processing documents without retaining file payloads on ParseRelay servers.

• Fixed

  Resolved multi-currency decimal rounding discrepancies on multi-page international freight invoices.

Execute arbitrary post-processing scripts in an isolated Node.js VM context with read-only CSV lookup tables for ERP code normalization.

• New

  Isolated VM post-processing sandbox with strict 1,000ms CPU execution timeout and zero network egress.

• New

  CSV and JSON reference lookup tables for mapping raw vendor names to internal GL accounts.

• Improved

  Multi-stage human-in-the-loop review queue with optimistic concurrency CAS locks to prevent collision.

The official release of ParseRelay: 4 ingestion channels (API, Webhooks, Email Inboxes, Web UI), 7 typed field primitives, and transparent credit billing.

• New

  Multi-tenant organization architecture with role-based access control (Admin, Reviewer, Developer).

• New

  Dedicated per-parser inbound email forwarding addresses with automatic DKIM/SPF verification.

• New

  Non-expiring refill credit packs and automatic failure refunds for zero-cost unparseable documents.

Initial deployment of our two-column document inspection canvas with click-to-highlight bounding box visualizer and keyboard-first triage.

• New

  Side-by-side verification canvas rendering high-resolution PDF canvas and extracted JSON fields.

• New

  Confidence scoring engine (0-100%) flagging low-confidence extractions automatically for review.

• Improved

  Hotkeys (Enter to approve, Tab to next field) enabling operators to process 80+ documents per hour.