The short version
Veryfi is strongest around receipt, invoice, bank statement, and financial document APIs. Cogneris is built for teams that need document AI to become production workflow infrastructure: schema-based extraction, citations, validation, human review, webhook delivery, tenant controls, and audit trail.
What if a model invents a number?
That risk is real: model output is not inherently deterministic. Cogneris reports field-level confidence and treats every generated field as a candidate that must carry evidence and satisfy the controls configured for the workflow.
- 1Source citation — connect the extracted value to its page and document region.
- 2Deterministic validation — apply schema, type, arithmetic, and cross-document rules after extraction.
- 3Multi-model consensus — require configured models to agree on critical fields.
- 4Human review — route low-confidence values and rule conflicts to a reviewer.
- 5Audit trail — retain model version, prompt and response hashes, validation results, and reviewer action.
| Capability | Cogneris | Veryfi |
|---|---|---|
| Primary fit | Document AI platform for API-first workflows and portals | receipt, invoice, bank statement, and financial document APIs |
| Extraction output | Typed JSON, confidence, citations, validation, audit metadata | Structured extraction with vendor-specific strengths |
| Workflow layer | Review queues, portal intake, reminders, webhooks, QA state, per-field confidence | Varies by product and deployment |
| Engineering control | REST API, schemas, async jobs, validation rules, per-tenant controls | Strong where its product model matches your use case |
| Best buyer | Engineering, product, operations, and compliance teams sharing one document workflow | Teams with a use case that maps tightly to Veryfi's core product |
How the two pricing models differ
This is the sharpest practical difference between the two products, and it is not a matter of who is cheaper overall. Veryfi bills per document: one API transaction covers a single document of up to 15 pages, so a 10-page bank statement costs the same as a 1-page one. Cogneris bills per page. Which model is cheaper depends entirely on how long your documents are, and there is a crossover point you can calculate.
Below, our published per-page overage rates carried out to whole documents, against Veryfi's published Starter per-document rates, both checked 28 August 2026.
| Document | Pages | Cogneris Professional | Veryfi Starter | Cheaper |
|---|---|---|---|---|
| Invoice | 1 | $0.06 | $0.16 | Cogneris |
| W-9 | 1 | $0.06 | $0.16 | Cogneris |
| Bank check | 1 | $0.06 | $0.25 | Cogneris |
| Receipt | 1 | $0.06 | $0.08 | Cogneris |
| Invoice with line-item annex | 3 | $0.18 | $0.16 | Veryfi |
| Bank statement | 6 | $0.36 | $0.25 | Veryfi |
| Bank statement | 12 | $0.72 | $0.25 | Veryfi |
| Contract | 40 | $4.80 | Not published | — |
Where Veryfi is cheaper
On multi-page financial documents that fit inside 15 pages, Veryfi wins on price, and the gap widens with every page. A 12-page bank statement is $0.72 on our Professional rate against $0.25 on theirs — nearly three times more. Our Enterprise standard rate starts at $0.03 per page, which takes the 6-page statement to $0.18 and back under their document rate, but the 12-page case still lands at $0.36. If your volume is mostly long statements, Veryfi's model is cheaper and you should weigh that against what the rest of this page describes.
Where Cogneris is cheaper
On single-page documents we are consistently cheaper, and on checks and bank statements at one page the difference is roughly four times. The crossover is arithmetic: against a $0.25 document rate our $0.06 page rate is cheaper up to four pages; against a $0.16 invoice, up to two. Separately, Veryfi's Starter plan carries a $500 monthly minimum commitment, while Cogneris Starter is $99 with 1,000 pages included — so at low volume the per-document rate is not what decides your bill.
A 40-page contract exceeds Veryfi's 15-page transaction and needs custom configuration, so there is no public price to compare. We have left that cell empty rather than estimate one on their behalf.
When to choose which
Choose Veryfi when you need a narrow, high-speed financial document API with fraud signals. Choose Cogneris when you need broader document coverage, cross-document validation, review queues, and portal automation.
Choose Cogneris when
You need extraction, validation, review, audit trail, and portal workflow in one API-first platform.
Choose Veryfi when
Your use case maps directly to Veryfi's strongest product surface and you already accept its operating model.
Evaluation tip
Test with your hardest 25 documents, not a demo set. Compare field accuracy, citation quality, latency, review effort, and total platform work.
Questions to ask during evaluation
Ask whether the platform returns source citations with every field, how schema changes are versioned, what happens to low-confidence fields, how webhook retries are signed, and whether audit logs include model version, prompt version, reviewer ID, and validation status.