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A comprehensive overview of the Chart of Accounts Mapper architecture, features, and use cases

Presentation Overview

Explore the complete technical presentation covering architecture, plugin system, matching pipeline, and real-world applications

Chart of Accounts Mapper

A Universal Framework for Semantic Account Mapping

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Topics Covered

Architecture & Design

  • • Unified account schema abstraction
  • • Plugin-based data source adapters
  • • Modular pipeline architecture
  • • Provider-agnostic AI integration

Matching Pipeline

  • • Semantic embeddings with Titan/OpenAI
  • • KNN search and candidate filtering
  • • Heuristic scoring rules
  • • LLM reranking with Claude/GPT

Extensibility

  • • Custom embedding providers
  • • Pluggable LLM rerankers
  • • Domain-specific heuristics
  • • Translation provider options

Real-World Use Cases

  • • Cross-border M&A integration
  • • ERP system migrations
  • • Regulatory reporting compliance
  • • Multi-entity consolidation

Additional Resources

Try Demo

Test with your own data

Technical Details

Deep dive into pipeline

API Docs

OpenAPI specification

Development Notes

The slides are built with Slidev, a developer-friendly presentation tool based on Markdown and Vue.js.

Build Slides Locally

# Development server yarn slides:dev # Build static presentation yarn slides:build # Export to PDF yarn slides:export

The PDF is automatically generated during the build process and served at /slides.pdf

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