Why schema-at-generation beats post-hoc cleanup for invoices, leases, and regulated forms.
Connect schema-validated JSON to downstream systems with tenant-scoped MCP servers.
Tables, charts, handwriting, and voice: choosing the right extraction approach.
The trust layer between extraction and conversational AI.