HomePortfolioPulseFlow AI Document Parsing & Knowledge Engine
AI SolutionsCorporate Legal & Financial Tech•Demonstration Project

PulseFlow AI Document Parsing & Knowledge Engine

Leveraging modern LLMs and computer vision OCR. PulseFlow indexes gigabytes of unstructured company documents into vector embeddings, enabling natural language questions and instantaneous financial data extraction.

Extraction Accuracy
99.4%
Average Page Analysis
1.8s
Cost Per 100 Pages
< $0.15
https://smartedgebangladesh.com/systems/pulseflow-ai-document-intelligenceSystem Preview
PulseFlow AI Document Parsing & Knowledge Engine - Main Production Interface by SmartEdge Bangladesh
SYSTEM ARCHITECTURE

Architectural Design & Scalability

FastAPI asynchronous worker pool chunking documents and generating OpenAI text-embedding-3-small embeddings into pgvector for sub-50ms cosine similarity searches.

Technologies & Tools Used:
PythonFastAPIOpenAI APIpgvectorLangChainNext.jsTypeScriptDocker
SYSTEM INTERFACES & WORKFLOW SHOWCASE

Operational Modules & Deep-Dive Views

Vector Embeddings & Semantic Document Indexing - PulseFlow AI Document Parsing & Knowledge Engine Interface Showcase

Vector Embeddings & Semantic Document Indexing

High-dimensional pgvector cosine similarity search enabling natural-language discovery across unstructured corporate PDFs.

Optical Character Recognition & Automated Schema Extraction - PulseFlow AI Document Parsing & Knowledge Engine Interface Showcase

Optical Character Recognition & Automated Schema Extraction

Precision neural OCR isolating tabular data, invoices, and legal covenants into deterministic Zod/Pydantic schemas.

Core Capabilities & Functional Modules

Multi-Page PDF Optical Character Recognition (OCR) with Table Parsing
Deterministic Schema Enforcement with Pydantic and Zod
Interactive Document Inspector with Bounding Box Highlights
Zero-Data-Retention Compliance for Confidential Audits

Business Value & Strategic Outcomes

  • Replaces manual data entry teams with automated machine pipelines
  • Flags contract discrepancies and expired warranties automatically
  • Integrates directly with ERP and accounting backends via REST webhooks

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