โšก Autonomous Financial Document Intelligence Hybrid 2-Tier Architecture

Extract Bank Statements & Invoices at Zero-Token Speed.

Parse complex checking statements, multi-page PDFs, and crinkled receipts into mathematically reconciled, structured JSON & CSV. Sub-50ms deterministic AST parsing for known banking formats with zero token cost, plus neural multimodal AI fallback.

0 Tokens
Local Deterministic Tier
BCA, Mandiri, Wise, Jago, Superbank
< 35ms
Average AST Parse Latency
100x faster than cloud AI
100%
Mathematical Balance Check
Auto debit/credit reconciliation
0 PII Stored
Zero-Log Architecture
Strict memory-only processing
Interactive Sandbox

Experience Real-Time Document Extraction

Select one of the pre-loaded benchmark statements below or drag and drop your own PDF or receipt to test the hybrid extraction pipeline in real time.

Load Benchmark Sample:
Drag & drop your statement file or receipt image here Supports PDF, OFX, QFX, SWIFT MT940 (.sta), CSV, PNG, JPG up to 10MB ยท Zero storage retention
Active Engine Deterministic Parser Engine
Execution Latency 34 ms
Token Consumption 0 Tokens ($0.0000)
Mathematical Verification 100% Exact Match
Transactions Extracted 8 Records
๐Ÿ“„ BCA (Bank Central Asia) โ€ข Account: ******4921 โ€ข Period: 01/07/2026 - 31/07/2026
Inflow: Rp 28,500,000.00 Outflow: Rp 14,850,000.00
Date Flow Amount Description Category Account
Engineering Whitepaper

The 2-Tier Extraction Architecture

How NexiaTK eliminates 90% of recurring AI token bills while guaranteeing 100% mathematical reconciliation on banking statements.

01
๐Ÿ“ฅ

Secure Ingestion Gateway

Requests pass through a zero-trust ingestion gateway enforcing strict cryptographic MIME validation, intelligent token-bucket rate limiting, and ephemeral memory streaming with zero persistent disk retention.

  • Zero persistent file storage (RAM buffer only)
  • High-throughput memory buffer streaming
  • Strict rate limiting & anti-abuse checks
03
๐Ÿง 

Tier 2: Multimodal Neural Vision

When a document is unformatted, handwritten, or photographed from a thermal POS receipt, the system dynamically routes to Gemini 2.5/3.0 Flash for structured visual line-item and tax breakdown extraction.

  • Handles crumpled thermal receipts & invoices
  • Sub-second neural vision inference
  • Line-item categorization & currency normalization
04
๐Ÿ›ก๏ธ

PII Sanitizer & Dispatcher

Extracted data is sanitized in memory. Sensitive account numbers and private identifying metadata are automatically masked before dispatching to clean JSON, CSV, or synchronizing with internal accounting systems.

  • Automated PII account masking
  • Immediate CSV / JSON export serialization
  • Firefly III & ERP webhook sync ready
Competitive Matrix

Engineered to Outperform Generic Solutions

Comparing NexiaTK DocuExtract against standard cloud document extraction APIs and generic LLM wrappers.

Feature / Metric NexiaTK DocuExtract AWS Textract Mindee OCR Generic LLM Wrappers
Parsing Latency < 35ms (AST) / 420ms (AI) 3,500ms โ€“ 6,000ms 2,000ms โ€“ 4,500ms 4,000ms โ€“ 10,000ms
Cost per 1,000 Statements $0.00 (Known Banks) $15.00 โ€“ $50.00 $20.00 โ€“ $40.00 $15.00 โ€“ $30.00
Mathematical Balance Check โœ“ Native Balance Reconcile โœ— Raw text only ~ Partial heuristic โœ— Prone to hallucination
Universal Bank Standards (SWIFT MT940, ISO 20022 CAMT & OFX) โœ“ Native Sub-5ms Ingestion โœ— Not supported ~ Requires manual add-on โœ— Not supported
Southeast Asian & Global Bank Coverage โœ“ DBS, OCBC, Maybank, CommBank, Chase, BofA, Wise, Revolut, BCA, Mandiri, BNI, CIMB, Jago, Superbank, CAMT.053 โœ— English/US biased ~ Generic Latin only ~ Inconsistent parsing
Data Privacy & Retention Zero-Log (Memory Only) Stored in AWS S3 / Cloud logs Cloud server processed Third-party model logging
Developer Ready

Integrate with 3 Lines of Code

Integrate DocuExtract directly into your billing platforms, accounting bots, or internal backend services using our clean REST API.

curl -X POST "https://nexiatk.com/api/extract.php" \
  -H "X-API-Key: your_live_api_key" \
  -F "file=@statement_july_2026.pdf"
Transparent Pricing

Predictable Tiers for Every Scale

Start free in our community sandbox, scale with dedicated API keys, or deploy completely self-hosted on your private infrastructure.

Community Sandbox
$0 / forever

Ideal for evaluating our live engine and parsing occasional personal statements.

  • โœ“ 15 Extractions / hour
  • โœ“ All deterministic banking parsers
  • โœ“ Interactive Web Playground
  • โœ“ Direct CSV & JSON download
  • โœ“ Memory-only zero log privacy
Use Free Sandbox
Enterprise Self-Hosted
$99 / month

Complete on-premise Docker deployment for institutions requiring total air-gapped data sovereignty.

  • โœ“ Unlimited Extractions
  • โœ“ Full Docker Compose & source package
  • โœ“ 100% on-premise data sovereignty
  • โœ“ Custom bank parser coordinate modules
  • โœ“ Direct Firefly III & ERP webhook sync
  • โœ“ 24/7 dedicated engineering support