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AI Finance Stack Specification

A Technical Blueprint for AI-Native Financial Services

This repository contains the comprehensive technical specification and architectural building blocks for implementing AI systems in a financial services context.

Project Structure

  • SPECIFICATION.md: The master technical document detailing the AI-Fin Stack and FAGF-FS integration.
  • docs/tech-stack/Reference.md: Analysis of LLM, Memory, and Financial Messaging layers.
  • docs/architecture/BuildingBlocks.md: Modular, AI-native components for Payment, Banking, and Capital Markets.

Core Philosophy: The Determinism Shield

The AI-Fin Stack is built on the principle of Decoupled Governance. We utilize the Foundational Agentic Governance Framework (FAGF-FS) as a deterministic shield between probabilistic AI reasoning (LLMs) and the final financial execution layer.

Sector Modules

  1. Payment: AI-native ISO20022 bridges and Agentic AML.
  2. Banking: Legacy ledger AI-adapters and intent-based credit scoring.
  3. Capital Markets: Trade compliance gatekeepers and semantic order-routing.