Document Parsing AI Agent
Intelligent document parsing and extraction capabilities. Automate your manual data entry processes.
Technical Capability Matrix
- Designation
- Document Parsing AI Agent
- Latency
- < 500ms Execution
- Security
- SOC2 / Air-Gapped
- Governance
- Policy-as-Code
Autonomous Operation Workflow
- Choose where it runs — your tenant or VPC if the documents are sensitive.
- Define the fields you need extracted and which are mandatory.
- Set the confidence threshold below which a human reviews.
- Test against a sample where you already know the correct answers.
- Correct the misses; the corrections improve the difficult formats.
- Route the output into the system that consumes it, with the source document attached.
Frequently Asked Questions
How accurate is it on bad scans?
Less accurate, and it tells you which fields it was unsure about rather than returning a confident number it guessed. A field below the confidence threshold is routed to a person. Extraction that hides its own uncertainty is the expensive kind.
Does it need training on our document types?
Not to start. It reads structure and labels rather than matching a fixed template, so a new supplier's invoice usually works on the first attempt. Where a format is genuinely unusual, a handful of corrected examples improves it.
What happens to documents it cannot read?
They go to a person with the pages attached and the fields it did manage. Nothing is silently dropped, and nothing is silently invented — a missing field comes back empty rather than filled with a plausible value.
Where do the documents go?
Wherever you point it. It can run inside your own tenant or VPC, which matters when the documents are contracts or anything with personal data in them.
Can it handle tables inside PDFs?
Yes, and this is where most tools quietly fail. Multi-page tables, merged cells and line items that wrap are the common failure modes, so they are the ones to test with your own worst document before you commit.
How do we know it is right?
By checking it against a sample you already know the answers to. We would rather you ran that test at the start than took an accuracy figure from a brochure.