Data Extraction Solutions

Modernize document-heavy operations with LLM-powered OCR, business rules, and human-in-the-loop validation orchestrated for compliance.

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AI Data Extraction Pods for Regulated Enterprises

Oodles delivers enterprise-grade data extraction solutions for regulated industries. Our cross-functional pods combine data engineers, ML specialists, and compliance experts to build secure OCR, NLP, and AI-driven extraction pipelines. Each solution is designed with repeatable ingestion, validation, monitoring, and governance so finance, healthcare, and public sector teams operate resilient, auditable data workflows with measurable SLAs.

How We Operationalize Data Extraction Pipelines

Intake workshops convert document inventories and downstream system requirements into an executable extraction backlog. Oodles maps capture channels, defines labeling standards, and experiments with OCR, computer vision, NLP, and LLM-assisted extraction. Pipelines include validation rules, enrichment logic, monitoring, and retraining hooks so business, compliance, and IT teams stay aligned throughout the lifecycle.

Data Extraction Platform Capabilities We Deliver

Document & Channel Ingestion

Ingest documents from email, SFTP, portals, APIs, and scanners with automated classification, deduplication, redaction, and retention controls before extraction.

OCR & Vision-Language Models

Combine OCR engines, layout-aware computer vision, and vision-language models to accurately capture printed text, handwriting, tables, stamps, and complex layouts.

Structured Data Normalization

Normalize extracted values into canonical schemas, enrich with reference data, and attach confidence scores to ensure downstream systems trust each record.

Validation & Compliance Controls

Apply business rules, anomaly checks, and human-in-the-loop review with immutable audit trails to support SOX, HIPAA, GDPR, and regulatory audits.

Workflow & API Integrations

Deliver structured outputs to ERP, LOS, claims, case-management, and analytics platforms using REST APIs, event queues, and automation triggers.

Monitoring & Continuous Improvement

Monitor accuracy, drift, throughput, and failures using dashboards and feedback loops that convert new document patterns into retraining data.

Data Extraction Solution Blueprints

Oodles accelerates deployment with proven data extraction architectures, validation playbooks, and compliance-ready templates that reduce time to production from quarters to weeks.

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Finance & Lending Onboarding

Oodles builds extraction pipelines that parse bank statements, KYC packets, and pay stubs, apply fraud checks, and deliver normalized data to lending and credit decision systems.

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Insurance Claims Automation

Automate FNOL packets, adjuster notes, and invoices using OCR, NLP, and validation workflows with audit-ready traceability.

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Healthcare & Life Sciences

Digitize lab reports, consent forms, and clinical narratives with PHI masking, entity extraction, and EHR-compatible outputs.

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Supply Chain & Trade Docs

Extract structured data from purchase orders, bills of lading, and customs documents to synchronize ERP, TMS, and trade systems.

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Public Sector & Legal

Ingest case files, court records, and citizen forms with strict lineage tracking, retention policies, and compliance reporting.

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Research & Knowledge Ops

Structure research papers, contracts, and archives to power enterprise search, knowledge graphs, and retrieval-augmented generation systems.

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