Vanguard Asset Management

12x

Faster Financial Extraction

Built a custom OCR and intelligent NLP pipeline to extract, validate, and structure financial data from thousands of multi-page PDF audit reports daily.

Financial Document ParserAudit ReconciliationAutomated Excel/SQL Export

The Operational Challenge

Investment analysts spent up to 3 business days per quarter manually transcribing balance sheets, debt covenants, and cash-flow tables from 80+ page unstructured PDF filings and audited financial statements into proprietary financial models.

The Optinec Solution

Optinec built an automated document intelligence pipeline leveraging custom computer vision and private LLM parsers. The pipeline accurately extracts complex tables, reconciles multi-currency accounting standards, flags anomalous line items, and exports structured JSON/Excel models directly into internal databases.

Verified Business Impact

Document processing speed increased by 12x (turnaround cut from 3 days to 25 minutes)

99.4% extraction accuracy across complex nested financial balance sheets

Accelerated deal due diligence speed by 4x, giving partners a distinct competitive edge

Eliminated costly human transcription errors in audited quarterly models

“What used to require an entire team of junior analysts a full weekend to transcribe now happens in less than half an hour with near-zero error rates.”

Julian Sterling

Managing Director, Vanguard Asset Management

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