The first step of any extraction workflow is defining what you want to extract. That means building a schema: field names, types, nested structures, the whole thing.
For teams running established pipelines, this is straightforward. You know your documents, you know your outputs, you define the schema once.
But for anyone exploring a new document type or trying Pulse for the first time, schema creation adds friction before you can even see what the system can do. You're staring at an upload screen wondering what fields to define when you just want to see results.
Today we're launching Suggest to make that first step effortless.
How It Works
When you upload a document, Pulse's AI analyzes the content and suggests a schema based on what it sees.
For an invoice, Pulse Suggest proposes line items, vendor details, totals, and dates. For contracts, we identify parties, effective dates, and key terms. For financial statements, Pulse recognizes the structure and suggests appropriate fields for the data present. These are just a few examples, Pulse’s models are agnostic to document type.
You review the suggested schema, adjust it if needed, and run extraction. No manual field definition required to get started.
API-Ready from the Start
Every suggested schema is fully compliant with Pulse's API specifications. Accept the suggestion, run your extraction, and the output is ready for your downstream systems without modification.
This isn't a rough draft you need to clean up. It's production-ready structure inferred directly from your document.
Why This Matters
Schema definition has always been a cold start problem. You need to understand your documents before you can tell the system what to extract. But understanding your documents often requires seeing what extraction looks like.
Suggest breaks that loop. Upload first, refine later.
For new users, it means seeing value in seconds instead of minutes. For experienced teams, it accelerates exploration of unfamiliar document types without the overhead of manual schema creation.
Available now in the Pulse platform.
Want to see Suggest in action? Talk to our team.
