Turn Unstructured Documents into Structured Data — Automatically
Agentic AI that extracts, classifies, and routes information from invoices, contracts, claims, and regulatory filings directly into your enterprise systems. Built for Indonesian enterprises processing thousands of documents daily.
IMG→JSON
Scanned Documents to Structured Data in Seconds
HITL
Human-in-the-Loop Verification for Every Output
OCR+
Vision AI Beyond Traditional OCR Limitations
AWS AI Competency
part of 60 global launch partners
The Challenge
Why Manual Document Processing Breaks at Scale
Enterprises in banking, insurance, healthcare, and distribution still rely on manual data entry from paper and scanned documents — creating bottlenecks that grow with every new form.
Diverse Document Formats
Invoices, bills of lading, claim forms, KTP scans, medical records, and regulatory filings all arrive in different formats — handwritten, typed, scanned, photographed. Legacy OCR tools fail on mixed-format batches.
Manual Re-keying at Scale
Operations teams spend hours re-typing extracted data into ERP, core banking, or claims management systems. Each manual touchpoint introduces errors and increases cycle time from days to weeks.
Compliance Without Audit Trails
Regulators expect verifiable data lineage from source document to system entry. Manual workflows produce no audit trail, leaving compliance teams to reconstruct evidence after the fact.
Platform Capabilities
Agentic Document Intelligence, Built for Production
Every capability is designed for high-volume document workflows where accuracy, auditability, and system integration are required — from day one.
Image-to-JSON Extraction
Converts scanned documents, photos, and PDFs into structured JSON data based on user-defined field schemas. Define the output structure once; the system maps every document to your exact data model.
Vision AI + OCR
Goes beyond traditional OCR by applying computer vision to stamps, signatures, handwritten notes, and low-quality scans. The system reads what OCR misses — letterheads, checkboxes, tables, and mixed-language content.
Human-in-the-Loop Verification
Every extraction is reviewable before it enters your system. Low-confidence fields are flagged for human review with visual evidence — the exact document region that triggered uncertainty. Reviewer feedback trains the system over time.
Direct System Integration
Extracted data flows directly into your ERP, core banking, claims management, or warehouse systems through API connectors. Zero re-keying. The platform connects to your existing infrastructure without migration.
Document Classification
Automatically identifies document types — invoice, purchase order, bill of lading, claim form, ID card — and routes each to the correct extraction pipeline. No manual sorting required.
Auditable Extraction Trail
Every field extraction links back to the source document region, confidence score, and extraction method used. Compliance teams can trace any data point from the system record back to the original document.
Architecture
How Agentic AI IDP Processes Your Documents
A multi-layer pipeline that ingests, classifies, extracts, validates, and delivers structured data into your enterprise systems.
Use Cases
Document Types the Platform Handles
Agentic AI IDP processes complex, mixed-format documents that legacy OCR tools consistently fail on — across multiple industries and document types.
Invoices & Purchase Orders
Extracts vendor details, line items, tax calculations (PPN), payment terms, and totals from invoices in any format — typed, scanned, or photographed — and pushes structured data directly into your AP system.
Trade Finance Documents
Processes Letters of Credit, bills of lading, packing lists, and certificates of origin. Cross-references fields across document sets and flags discrepancies for trade ops review.
Insurance Claims & Policies
Reads claim forms, medical reports, police reports, and policy documents. Extracts claimant data, incident details, coverage amounts, and routes each claim to the correct adjudication workflow.
Medical & Clinical Records
Extracts patient demographics, diagnosis codes, procedure notes, and prescription data from hospital discharge summaries, lab results, and referral letters — maintaining HIPAA-grade audit trails.
Logistics & Shipping Documents
Processes delivery orders, goods receipts, warehouse manifests, and customs declarations. Extracts container IDs, weights, destination data, and HS codes for direct input into TMS and WMS platforms.
KYC & Identity Documents
Reads KTP, NPWP, passports, and corporate registration documents. Extracts identity fields, validates format consistency, and flags anomalies for compliance review before onboarding.
Who This Is For
Built for Document-Heavy Industries
Organizations that process thousands of documents daily and need structured data flowing into enterprise systems — accurately and with full traceability.
Banking & Financial Services
Insurance
Healthcare
Distribution & Logistics
B2B Enterprises
Multi-finance & Leasing
How It Works
Your IDP Deployment in Four Steps
From document audit to production pipeline — a structured engagement that gets you from manual processing to automated extraction quickly.
Available Now
Current Delivery Options
One pathway to deploy Agentic AI IDP — backed by Redpumpkin.AI's consulting expertise and production deployment experience across Indonesian enterprises.
Redpumpkin.AI Consulting Service
Full-service IDP solution design and deployment. Our team audits your documents, designs extraction schemas, builds the pipeline, and deploys to your infrastructure with human-in-the-loop verification built in.
Full-service engagement
Managed IDP Service
Ongoing document processing as a managed service. Redpumpkin.AI operates the IDP pipeline, monitors accuracy, handles schema updates, and scales throughput as your document volumes grow.
Ongoing managed service
Our Products
Explore the Full Product Suite
Ready to Automate Your Document Workflows?
See how Agentic AI IDP turns your unstructured documents into structured, system-ready data — with human-in-the-loop verification and full audit trails. Book a technical walkthrough with our team.
