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Workflow WorkspaceIn developmentUSAGIFLOW STUDIO v0.9OCR & WORKFLOW RUNTIME

Meet UsagiFlow Studio.

UsagiFlow Studio is a workflow platform in development, designed to help teams connect processing steps, monitor execution, and review results from one workspace.

Interactive Prototype — Sample DataReal-time Interactive Workbench

Document Input & Optical Extraction

Vendor InvoiceParsing OCR...
acme_cloud_services_oct2026.pdfRaw Optical Ingestion
VENDOR: Acme Cloud Infrastructure Inc.
TAX ID: US-94829104
INVOICE NO: INV-2026-89
ISSUE DATE: 2026-10-01
DUE DATE: 2026-10-31
---------------------------------------------
1. Enterprise Cloud Compute (Oct)    $1,850.00
2. Managed Postgres HA Cluster         $450.00
3. CDN Bandwidth Tier-1 (12TB)         $120.00
---------------------------------------------
SUBTOTAL:                            $2,420.00
ESTIMATED TAX (8.25%):                 $199.65
TOTAL AMOUNT DUE:                    $2,619.65

Extracted Field Review & Human Verification

99.4%
99.2%
98.9%
98.5%
99.7%
99.0%
99.9%
💡 You can edit any field above; structured output on the right updates instantly in real-time.
Normalized Payload
{
  "documentId": "INV-2026-89",
  "vendor": "Acme Cloud Infrastructure Inc.",
  "date": "2026-10-01",
  "dueDate": "2026-10-31",
  "currency": "USD",
  "subtotal": 2420,
  "tax": 199.65,
  "total": 2619.65,
  "metadata": {
    "extractor": "UsagiFlow Studio Core v0.2-alpha",
    "environment": "Interactive Prototype (Sample Data)",
    "verifiedByHuman": true,
    "extractedTimestamp": "2026-10-08T18:40:20.358Z"
  }
}
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CORE CAPABILITIES

Core Capabilities of UsagiFlow Studio

Architected for mission-critical enterprise document processing with absolute precision.

CAP-01Neural Engine

Spatial Coordinate Tokenizer

Parses tabular and unstructured document tokens based on geometric coordinates, ensuring zero skipped line-items or tax tables.

CAP-02Zero Hallucination

Deterministic Data Pipeline

Strict regex parsers and arithmetic validation rules (subtotal + tax = total) mathematically eliminate hallucinations.

CAP-03Audited Control

Operator Validation Checkpoint

Side-by-side verification interface allowing human operators to audit, edit, and confirm extractions in seconds.

CAP-04REST API & Webhooks

Multi-format Export & Webhooks

Instant standardized export to JSON, CSV, Excel, or automated webhook dispatch into enterprise ERP ecosystems.

DOCUMENT TAXONOMY

Supported Document Taxonomy

Pre-configured neural extraction layers covering 16+ essential commercial and operational document types.

1. Financial & Tax Documents

High Precision
VAT E-Invoices (XML & PDF format)TT 78/2021/TT-BTC
Multi-bank Account StatementsVietcombank, Techcombank, BIDV
Internal Payment / Receipt SlipsSigned Vouchers
Tax Withholding CertificatesStandard E-Receipts

2. Freight & Customs Documents

Complex Layout
Ocean Bill of Lading (B/L)Multi-carrier formats
Air Waybill (AWB)IATA Standard
Customs Declaration FormsElectronic VNACCS
Commercial Packing ListsTabular Itemization

3. Procurement & Inventory

Automated Match
Purchase Orders (PO)Vendor Mapping
Quotations & Proforma InvoicesSKU Line-Items
Goods Receipt & Delivery NotesBatch & Serial Numbers
Handover & Acceptance RecordsCounter-signatures

4. Legal & Corporate Records

Strict Integrity
Commercial Service ContractsKey Clause Parsing
Business Registration CertificatesERC / Legal Rep
Non-Disclosure AgreementsTerm Extraction
Corporate Governance MinutesResolution Parsing
Core Engine Technical Specifications
SPECIFICATION v2026.1
Avg Ingestion Latency180ms / trang (P50), 320ms (P95)
Supported File FormatsPDF (Vector & Raster), TIFF, PNG, JPEG, XML, HEIC
Image Resolution RangeTối ưu 200 - 400 DPI (hỗ trợ từ 150 đến 600 DPI)
Language CoverageTiếng Việt (100% có dấu, thanh điệu phức tạp), English, Nhật, Trung
Arithmetic ValidationKiểm tra chéo Tổng tiền, Tiền thuế VAT, Chiết khấu (Strict Tolerance 0.00)
Infrastructure ArchitectureNext.js 14, Python FastApi/PyTorch Core, PostgreSQL + TimescaleDB
Encryption StandardTLS 1.3 trong truyền tải, AES-256-GCM trạng thái nghỉ, phân vùng VPC
Deployment OptionsCloud Managed, Dedicated Private VPS, On-Premises Air-Gapped
DEVELOPER INTEGRATION

Developer-First REST API & Webhooks

Embed high-precision document extraction into your existing microservices with standardized REST endpoints.

POST /v1/documents/parse
curl -X POST "https://api.usagiflow.io.vn/v1/documents/parse" \
  -H "Authorization: Bearer usagi_live_98af21d..." \
  -H "Content-Type: multipart/form-data" \
  -F "file=@vat_invoice_2026.pdf" \
  -F "documentType=TAX_INVOICE_VN" \
  -F "validateChecksum=true"

Development Roadmap & Milestones

Honest progress tracking — unreleased milestones are not promised release dates.

Stage 1

Interactive Prototype

User interface prototype demonstrating document extraction flows using mock datasets.

Active Concept
Stage 2

Working MVP

Functional document parsing engine with verified API outputs and local execution.

In Development
Stage 3

Execution History

Audit logs, run replay, error alerting, and pre-built operational workflow templates.

Planned
Stage 4

Workflow Builder

Visual node-based pipeline builder and fine-grained team workspace access controls.

Future Scope
DIRECT FOUNDER PILOT

Pilot UsagiFlow Studio Directly With Project Founder

Submit sample documents directly to founder@usagiflow.io.vn for a custom sandbox evaluation and tailored parser setup.

Contact UsSolutions