Description
This session will present a platform built through vibe coding using Autodesk Platform Services APIs, Autodesk Forma (formerly Autodesk Construction Cloud), and AI code generation to automate the full data validation cycle for Civil 3D models. The platform pulls files from Forma, extracts metadata via the Model Derivative API, and ingests project requirement PDFs. An AI layer converts PDFs into structured validation rules, then runs them against the model to produce a detailed conformity report, flagging gaps, mismatches, and missing attributes without manual checks. The session will also cover key lessons from development, AI-driven architecture, and real-world use cases showing practical impact at scale.
Key Learnings
- Learn how to use Autodesk Platform Services Data Management API to retrieve Civil 3D files from Autodesk Forma for automated downstream processing.
- Learn how to extract Civil 3D model metadata with the Model Derivative API and map it against structured validation rules.
- Learn about applying AI to parse PDF requirements documents and convert them into machine-readable data validation logic.
- Learn how to generate a conformity report that identifies metadata gaps in Civil 3D models against defined project standards.
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