Weaving data into decisions.

QuantWeave is building QWIEAIS — an integration-native control plane that turns messy partner data into reliable, observable workflows. Bring what you already have, keep humans in control of what reaches production, and get an audit-ready record of every step.

  • End-to-end workflow visibility with built-in observability
  • OpenTelemetry-ready metrics, traces, and logs for your observability stack
  • AI-assisted normalization and mapping, with human review for production changes
  • One system for onboarding, operating, and improving partner integrations over time

Preview

Operations console

See every transaction move through the pipeline — status, timing, partner context, and exactly where something failed or succeeded.

  • Search by business identifiers (order, shipment, invoice, control numbers)
  • Drill into a single run to view each step and outcome
  • Link out to your observability stack for deep debugging

Bring your own payloads

Onboard partners without forcing a proprietary format. Send what your systems already produce; QWIEAIS learns how to interpret it and routes it through a canonical internal contract.

  • Works with the payloads you already exchange
  • Hub-and-spoke normalization into a canonical model
  • Human approval to lock in production-ready mapping versions

Resilient & auditable

Built for real-world integration weirdness: retries, deduplication, and a replayable audit trail instead of fire-and-forget flows.

  • Automatic retries with backoff for transient partner or network failures
  • Idempotent processing to prevent duplicates on replays
  • Audit history of workflow outcomes and versioned changes

Secure

Secure by default, with modern authentication and protocol support for real-world partners.

  • OAuth2/OIDC for API access and console login
  • Partner connectivity options: AS2, AS4, SFTP, and HTTPS APIs
  • Tenant isolation and encryption in transit and at rest

Ingest. Learn. Deliver.

Ingest

Connect modern and classic endpoints without rewriting your systems. QWIEAIS accepts partner payloads as-is and keeps the original for traceability.

  • HTTPS APIs and webhooks for real-time flows
  • SFTP and file-based exchange for “classic” integrations
  • Preserve original payloads alongside normalized data

Learn

Improve mappings over time without constant rebuilds — with humans in control of what reaches production.

  • AI-assisted interpretation with confidence scoring
  • Human review for changes that impact production behavior
  • Version history to audit and roll forward safely

Deliver

Emit clean outputs wherever they need to go — partners or internal systems — with measurable performance.

  • Deliver to partners and internal systems using agreed protocols
  • Track what was sent, when, and why (with correlation IDs)
  • Make integration performance measurable, not mystical