From raw file to confirmed delivery — what your data goes through every time.
Drop in a sample file from any trading partner — EDI, JSON, CSV, even a PDF. The AI reads it and identifies the format in seconds, no specification document required.
Tell the AI where your data comes from and where it needs to go. It designs the full integration pipeline through conversation — no coding, no flow diagrams, no consultants.
The AI generates precise field-level transformations through a 7-step verification pipeline. Every mapping is validated before it goes live — line items, tax, shipping, customer data, all accounted for.
When a trading partner changes their format — a new field, a renamed column, a different date format — the AI detects the change automatically and remaps without you lifting a finger.
The AI learns what normal looks like from your order history. Unknown SKUs, unusual quantities, price mismatches — flagged for review before they reach your system. No rules to configure. It just learns.
Every document flows through a full pipeline: validate, enrich, map, deliver, confirm. Each step is logged with timing and status. You see everything; you manage nothing.
When a destination system rejects a document — an invalid product code, a missing account, a format mismatch — the AI analyses the error and presents you with clear options: fix the issue and retry, deliver with modifications, or reject. You decide, the system executes. No silent data changes, no guesswork, no documents lost in limbo.
For the technically curious — here's what's running under the hood.
Each agent has a single job. Mapping runs in milliseconds, not minutes.
No single point of failure. If mapping needs a retry, drift detection still runs.
The right model for each job. No bloated API bills from sending everything to the most expensive model.