# TRACE: Benchmarking and Audit Intelligence for Supply Chains
> Discover TRACE, an AI-powered supply chain platform for process mining, carbon budgeting, ESG reporting, and automated conformance auditing.

Tags: supply-chain-intelligence, process-mining, esg-reporting, audit-intelligence, carbon-tracking, sustainability-software, startup-pitch
## TRACE: Audit Intelligence for Sustainable Supply Chains
* **Executive Summary**: TRACE is a full-stack platform that transforms event logs into audit-ready intelligence, featuring 9 analysis engines and local data processing.
* **Problem Statement**: Supply chains suffer from opacity, manual carbon guesswork (Scope 3 tracking issues), and a lack of traceable evidence for ESG disclosures.
* **Technology Stack**: Built with FastAPI, Next.js 15, and SQLite; uses local Ollama LLM inference for data security and SHA-256 for integrity hashing.
* **Analysis Engines**:
    * **Process Mining**: OCEL graph and bottleneck detection based on 800 real cases.
    * **Conformance Engine**: Detected 368 violations across sequence, activity, and normative model deviations.
    * **Forecasting**: Multi-baseline engine (MAE holdout) auto-selecting the best model (e.g., LinearTrend).
    * **Carbon Budgeting**: Event-level tracking for Scope 1, 2, and 3 emissions.
* **Sustainability & ESG**: Generates BRSR-compliant reports with cryptographic integrity locks and automated supplier fitness scoring.
* **Verification**: Operations are validated by 40 passing pytests ensuring zero dummy numbers and reliable automated calculations.
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