Document processing for banks & financial institutions

Make your documents AI-ready — without ever losing control of them.

BluFlow parses, OCRs and extracts structured data from your KYC packs, financial statements, contracts and filings — tables and layouts intact, across 120+ languages. Deployed inside your own environment, with zero data retention. The accuracy of modern document AI, kept within your compliance perimeter.

Zero data retention · On-prem / VPC deployment · SOC 2 · GDPR · ISO 27001 · Audit-ready

# One call. Clean, structured output.
POST /v1/extract
{
  "file": financial_statement.pdf,
  "schema": "balance_sheet_v3",
  "preserve_tables": true,
  "ocr": "auto"
}

→ returns
{
  "tables": [ // merged cells + headers intact ],
  "fields": { "total_assets": 4820000 },
  "confidence": 0.97,
  "markdown": "# ready for your LLM"
}
Trusted by employees of BNY Mellon Franklin Templeton UNITAR — UN Institute for Training and Research Farallon Capital

The document jobs that actually move the needle

Start with the highest-volume, highest-cost workflows — the ones your team is rekeying by hand today.

KYC & onboarding

Extract identity, corporate-registration and beneficial-ownership data from passports, certificates and forms — scans included.

Cut onboarding from days to minutes

Financial statements

Pull line items and tables from annual reports, fund statements and portfolio financials into clean, structured data.

Stop analysts rekeying for days

Loan & credit files

Process high-volume credit packets and supporting documents with confidence scores and review routing.

High-volume, audit-ready

Contracts & filings

Extract terms, parties, dates and obligations from contracts, prospectuses and regulatory filings — formatting intact.

Cross-border, 120+ languages

Getting clean data out of a document is not a solved problem.

Teams building AI on real-world documents hit the same wall: the file looks simple, the extraction is a mess. Here's what breaks.

A spreadsheet breaking apart into scattered tiles

Tables fall apart

Merged cells, misplaced headers, columns that shred across chunks. A financial statement comes back as numerical noise your model can't read.

Document columns with arrows crossing in the wrong order

Reading order collapses

On multi-column and complex layouts, the footer gets parsed before the body — sentences alternate between columns and the meaning is gone.

A scanner outputting a blurry, garbled document

Scans produce garbage

Plain text extractors choke on scanned PDFs, stamps, watermarks and handwriting — exactly the documents banks and legal teams deal with most.

A document passing through a lens, emitting structured field cards

AI parsers hallucinate

VLM-based parsers invent text that was never on the page. In finance, an extractor that fabricates a number is worse than one that leaves a gap.

A locked folder of documents disconnected from the cloud

You can't use the cloud

The accurate cloud APIs require shipping sensitive documents to a third party. For regulated data, that's a non-starter — and a procurement dead end.

A tangle of connected document-processing nodes

The pipeline never ends

One tool for text, another for tables, another for OCR, glue to reconcile them. It's a maintenance burden that breaks every time a document looks slightly new.

"PDFs are extremely messy under-the-hood, so expecting perfect output is a fool's errand." — Head of Data Engineering, capital-markets firm

One platform that gets it right — and keeps your data yours.

BluFlow combines layout-aware parsing, OCR and schema-based extraction in a single pipeline, built on the format-preservation engine Bluente is known for.

Tables & layouts that survive

Layout-aware extraction keeps merged cells, headers, footnotes and reading order intact across multi-column, financial and legal documents. The structure your LLM needs, preserved.

{ }

Schema-based extraction

Define a schema — KYC, financial statements, contracts, term sheets — and get clean JSON with per-field confidence scores. Low-confidence fields route to human review automatically.

🛡

Built for sensitive documents

Zero data retention, auto-delete within 24 hours, never used to train any model — on every tier, not as an upsell. SOC 2, GDPR, ISO 27001. Deploy fully inside your own VPC or air-gapped.

🌐

120+ languages & scanned docs

Multilingual OCR with right-to-left and Asian-script support. Photographed, skewed and watermarked documents handled — not just clean digital PDFs.

Audit-grade output

Page-level provenance, confidence scores and an immutable audit trail. Extraction you can show an examiner — not a black box that says "trust me."

One pipeline, one API

Parse, OCR, extract and optionally translate in a single call. Replace the stitched-together stack of OCR + parser + reformatter with one endpoint that plugs straight into your RAG or LLM workflow.

Financial tables that never break.

Most parsers flatten a balance sheet into numbers with no meaning. BluFlow reads it the way an analyst does — every figure tied to its line item, its period, and its sign.

The document
$ in thousandsFY2024FY2023
Revenue48,20041,050
Cost of sales(31,400)(28,900)
Gross profit16,80012,150
Operating expenses(9,250)(8,400)
Exceptional items(1,200)
Operating profit7,5502,550
{ "line_item": "Cost of sales", "parent": "Gross profit", "values": { "FY2024": -31400000, "FY2023": -28900000 }, "unit": "USD", "scale": "thousands", "sign": "negative (parenthesised)", "is_subtotal": false, "confidence": 0.98 } // "Exceptional items" FY2024 { "value": 0, "note": "'—' read as nil, not missing" }
SIGN-AWARE

Negatives, not noise

(1,234), ⟨1,234⟩ and red figures are read as −1,234. A dash "—" is nil; a blank is not-reported. Never confused.

LINE-AWARE

Every number knows its line

Each value is mapped to its row label and its period column — FY2024 vs FY2023, Q3 vs Q4 — even under merged or multi-row headers.

HIERARCHY

Subtotals understood

Indented sub-items roll up to their parent; subtotals and totals are distinguished from line items, so the maths still reconciles.

UNITS LOCKED

Scale & currency kept

"$ in thousands", %, bps and currency symbols are captured and normalised — 4.2 is never mistaken for 4,200.

FOOTNOTES

References stay attached

Footnote markers (¹, (a)) travel with the exact cell they belong to — not dumped at the end of the page.

MULTI-PAGE

Tables stitched across pages

Column headers carry across page breaks, so a statement spanning three pages comes back as one clean, continuous table.

From raw file to LLM-ready in four steps.

1

Send the file

API, watched folder, or upload. PDF, DOCX, XLSX, PPTX, images and scans — single files or batches of thousands.

2

Parse & OCR

Layout-aware parsing detects tables, columns, headings and figures. OCR kicks in automatically on scanned or image-based pages.

3

Extract to your schema

Pull structured fields and clean tables into the schema you define, with confidence scores and low-confidence review routing.

4

Ship it to your LLM

Get clean JSON or Markdown — structure preserved, ready to chunk, embed and feed into RAG or any model. No reformatting.

Built to fit your stack — API or workflow connector.

Call BluFlow as a single API, or wire it as a no-code workflow that runs the moment a document lands. Like GitHub Actions — for documents.

On file upload
When files arrive
sourceBulk upload
concurrency20
thenrun all steps
Parse
Parse document
ocrhigh
langsauto
OCR
Read scans
modeauto
handwritingon
Extract
Extract fields
schemabalance_sheet
fields18
Output
LLM-ready
formatJSON · MD
confidence0.97
JSONMarkdownStructured fieldsConfidence scoresAudit trail
REST API & SDKsOne endpoint for parse, OCR, extract and translate. Batch by default — a single file is just a batch of one.
Workflow connectorNo-code pipelines triggered on upload, schedule or webhook. Define it once as a workflow you own — no glue scripts to maintain.
MCP-nativePlug straight into AI agents and your RAG stack, so documents become LLM-ready inside the tools you already use.

Why teams choose BluFlow

Most options force a trade-off: accurate but expensive and cloud-locked, or private but unsupported and DIY. BluFlow refuses the trade-off.

 BluFlowCloud OCR APIsOpen-source toolkitsDIY pipeline
Tables & layout preserved✓ Layout-awareInconsistentVariesYou build it
Zero data retention (every tier)✓ DefaultOften opt-in / gatedYour problemYour problem
Runs in your VPC / air-gapped✓ SupportedRarelyYes, unsupportedN/A
Audit trail & confidence scores✓ Built inLimitedNoYou build it
One pipeline (parse+OCR+extract)✓ One APIPer-featureMulti-toolMany tools
Vendor support & SLA✓ Yes✓ YesCommunityNone

Comparison reflects common patterns across the document-parsing category, not any single named product.

"We stopped maintaining three separate parsers. One pipeline now handles our scanned filings and financial tables — and nothing leaves our environment."
Head of Data & AI, Global Bank
100%
formatting & table fidelity
120+
languages, incl. scans
30,000+
professionals on Bluente
24h
auto-delete, zero retention

See BluFlow on your documents.

Send us a sample of the documents you're wrestling with — financial statements, KYC packs, contracts, scanned filings — and we'll show you the structured, LLM-ready output on a quick call.

  • Test on your own document types, not a generic demo
  • Security pack & deployment options up front (VPC / air-gapped)
  • Transparent, per-page pricing — no credit-math surprises
  • Talk to the team that built the parsing engine, not an SDR script

Contact sales

We'll get back to you within one business day.

No spam. Your documents and details stay confidential — zero data retention applies.

✓ Thanks — we've got it. We'll be in touch within one business day.

Questions teams ask before they switch

Zero data retention. Documents are auto-deleted within 24 hours and never used to train any model — ours or a third party's. End-to-end encryption, SOC 2 Type II, GDPR and ISO 27001. For the most sensitive workloads, BluFlow can be deployed entirely inside your own VPC or air-gapped, and we can sign your standard NDA before any technical review.
BluFlow is layout-aware rather than purely generative, so it extracts what's on the page instead of inventing it. Every field comes with a confidence score, and low-confidence results route to human review rather than passing silently into your data. You can also build a custom glossary to lock terminology and values.
Yes — that's the hard case we're built for. Multilingual OCR handles scanned, photographed, skewed and watermarked pages, and layout-aware parsing keeps reading order and table structure correct on multi-column, financial and legal documents.
Transparent per-page pricing with no feature-stacking surprises and no credit-math you have to reverse-engineer. Talk to us with your document types and volume and we'll give you a number you can take to procurement.
BluFlow returns clean JSON or Markdown with structure preserved, ready to chunk, embed and feed into any model or vector store. It's one API call in place of a stitched OCR + parser + reformatter pipeline, and it plugs into automated workflows so processing runs on upload.
BluFlow is layout-aware and deterministic where it matters, with per-field confidence scores, human-in-the-loop review routing and a full audit trail — so your model-risk, compliance and internal-audit functions can validate, document and sign off. We provide SOC 2 Type II, a recent penetration-test report, a DPA and our subprocessor list for your vendor review up front.
Wherever you need it. BluFlow runs in your own VPC or fully on-prem / air-gapped, so documents never leave your environment — addressing data-residency, banking-secrecy and third-party-risk (DORA) requirements. Zero data retention and never-used-for-training apply by default, on every tier.
Yes. BluFlow is built on Bluente's format-preserving translation engine, so you can extract and translate in the same pipeline across 120+ languages — formatting intact — for cross-border filings and contracts.

Stop fighting your documents.

Give us your messiest files. We'll show you clean, LLM-ready data — with your data never leaving your control.

Talk to our team