Build a custom schema for any bill
Parsepoint goes far beyond OCR. We build custom extraction schemas that give your documents true semantic understanding — reaching 99%+ accuracy on the exact fields you care about, on any bill or invoice layout.
- Describe the fields you need in plain language
- Build one master schema across every bill variation
- Reach 99%+ semantic accuracy on real-world documents
Extraction schema
“Capture account number, service period, total kWh usage, peak demand, and amount due from this electric bill.”
Not all extraction is created equal
Generic OCR reads text off a page. It has no idea whether a number is a meter read, a demand charge, or a late fee — so it breaks the moment a vendor changes their layout. Production-grade extraction requires semantic understanding of what each field actually means.
- Returns raw text with no field-level meaning
- Breaks on new vendors and multi-page bills
- No confidence scores or source traceability
- Endless manual review and correction
- Understands what every field means, not just where it sits
- One master schema handles every layout variation
- Confidence scores and links back to the source bill
- 99%+ accuracy that holds up under audit
Prototype in minutes. Scale to production.
Build and refine schemas without hand-coding a single parser — then run them across your entire document pipeline.
Start from a prompt
Describe the fields and relationships you need in plain language. Parsepoint turns that into a structured, production-ready extraction schema.
Build a master schema
Point Parsepoint at multiple bills and it builds a single master schema that handles field and layout variation across every vendor.
Version control & drift detection
Every schema change is versioned. When a vendor changes their bill, Parsepoint surfaces new or shifted fields before they break your data.
Leverage 1,000s of existing schemas
You are not starting from scratch. Parsepoint has already built thousands of extraction schemas across utility providers, invoice formats, and document types. Most of your bills match an existing schema on day one — and anything new becomes a reusable schema for the whole platform.
1,000s
Prebuilt schemas ready to use
99%+
Semantic extraction accuracy
1
Master schema per document type
100%
Source-linked & audit ready
We work with you to hit 99%+ accuracy
Custom schemas are not a self-serve afterthought. Parsepoint partners with your team to build, validate, and maintain the schema until it consistently delivers the accuracy your reporting depends on.
Send us your bills
Share a sample set of the documents you process. We match them against our schema library and identify anything new.
We tune the schema with you
Our team works directly with you to define fields, validation rules, and edge cases specific to your workflow.
Validate to 99%+ accuracy
We benchmark extraction against your ground truth and refine until the schema clears a 99%+ accuracy bar.
Run it in production
Your tuned schema runs across your full pipeline with confidence scores, drift detection, and source linking.
Get a custom schema built for your bills
Bring us your messiest invoices. We'll match them against 1,000s of existing schemas and work with you to reach 99%+ semantic accuracy on the fields that matter.
Beyond OCR. True Semantic Understanding.