Active Observability for EDI Pipelines

DriftOps monitors your data integrations for unexpected schema changes. Define baseline contracts for any JSON API, EDI feed, or file-based format, and get alerted the moment something changes, before it breaks downstream systems.

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Semantic field rename detection using sentence transformers | Element-level diffing for X12 EDI segments and data elements | Full contract versioning with fork, revert, and compare | Real-time drift detection via S3 SNS, GCP Pub/Sub, Azure Event Grid | Export drift reports to S3, SFTP, webhooks, or downloadable PDF/HTML | Multi tenant organization support with role-based access control | Webhook monitors for CI/CD pipeline integration | AI powered confidence scoring for schema change classification | Human in the loop workflow, Assisted Decisions | EDI X12 850, 856, 810, 997 transaction set support | PDF and HTML drift report export | Content-hash deduplication prevents duplicate drift events | Semantic field rename detection using sentence transformers | Element-level diffing for X12 EDI segments and data elements | Full contract versioning with fork, revert, and compare | Real-time drift detection via S3 SNS, GCP Pub/Sub, Azure Event Grid | Export drift reports to S3, SFTP, webhooks, or downloadable PDF/HTML | Multi tenant organization support with role-based access control | Webhook monitors for CI/CD pipeline integration | AI powered confidence scoring for schema change classification | Human in the loop workflow, Assisted Decisions | EDI X12 850, 856, 810, 997 transaction set support | PDF and HTML drift report export | Content-hash deduplication prevents duplicate drift events •

Everything you need to stay ahead of schema drift

From manual one-off comparisons to fully automated cloud polling, DriftOps covers every way a schema change can reach your pipeline.

Schema Comparator

Upload any two files and get a field-level diff in seconds. Or compare an incoming file against a saved contract to see exactly what changed from your baseline.

• Detects added, removed, type-changed, and renamed fields
• Rename detection uses semantic similarity with a confidence score
• Compare any two files or an incoming file against a saved contract
• Supports JSON, XML, EDI X12 (element level), and CSV

Drift Event Inbox

Every detected change lands in a review queue, classified as trivial, minor, or major. Resolve, ignore, or reject with a full audit trail.

Webhook Monitors

Generate a secure endpoint per contract. Partners POST files directly. DriftOps parses, compares, and notifies in real time.

Cloud Storage Polling

Connect S3, Azure Blob, GCS, MinIO, SFTP, or FTP. Polls on your schedule with content-hash deduplication.

Contract Versioning

Every schema change is saved as a numbered version. Compare any two, revert to any prior state, full history of what changed and when.

Team Access Controls

Invite your team with admin, editor, or viewer roles. Audit logs track every schema change, resolution, and export.

Multi-format Support

Native parsing for JSON, XML, CSV, and EDI X12 at segment and element level. One tool for every format in your pipeline.

How DriftOps works

Three steps from setup to automatic schema change detection.

Point DriftOps at where your files live

Connect S3 buckets, Azure Blob containers, SFTP servers, or generate a webhook URL for direct file pushes. Credentials are Fernet-encrypted at rest and never stored in plaintext.