Even before the meetings happen, preparation is everything. I’ve been brainstorming how to take the principles we learn here and scale them for a global corporation (14,000 employees, 72 countries). This is the "North Star" for my journey toward becoming an AI Finance Manager. It’s a technical skeleton that ensures security, scalability, and—most importantly—the K.I.S.S. (Keep It Simple Stupid) model for the end-user. The Infrastructure (The Engine Room) Using the folder structure we’ve mastered, I’ve mapped out how a global hub would actually look "under the hood":Plaintext/ ├── CLAUDE.md # The Master Router (Direct OData Logic) ├── /identity # ACCESS CONTROL GATE │ ├── global_admins.md # Full access (Admin level) │ ├── DK.md # Validated users for Denmark │ └── [70+ countries].md # Global validation files ├── /library # THE COMMAND CATALOG │ ├── /global # Standard tools (e.g., /extract_ledger) │ └── /local # Country-specific tools (e.g., /dk_vat_report) ├── /core-logic # THE ENGINE ROOM │ ├── date_parser.md # Translates "MMYY" into OData parameters │ └── odata_templates.md # Master OData entity mapping ├── /countries # LOCAL CONTEXT & AUDIT │ └── /DK │ ├── audit-log.md # Record: Date | User | Command | Status │ └── local_settings.md # Local Legal Entity IDs / Currencies ├── /technical # SYSTEM RELIABILITY │ ├── mcp_config.md # OData read-only parameters │ └── health_check.md # System status triggers └── /schemas # EXCEL TEMPLATES └── ledger_standard.xlsx # Raw data structure The User Journey: From Teams to "Done" I want a user (let’s call him Lars) to get what he needs in under 60 seconds without ever touching a complex ERP menu. 1. The Request: Lars types /dk_vat_report 0126 in Microsoft Teams. 2. The Gatekeeper: The system checks /identity/DK.md. Lars is validated. 3. The Health Check: The system pings the MCP (Model Context Protocol). Connection is green. 4. The Data Pull: The AI uses the date_parser to see that 0126 means January 2026. It reaches directly into D365 via OData. 5. Delivery: The AI maps the data into a clean Excel template and uploads it to the chat. 6. Audit: The system silently logs the action for compliance.

yo what's up everybody. does anyone have any recommendations for how to use claude code in tandem with any other tool to automate the first cut of a talking head youtube video in davinci resolve? context: i run a video production company, and we’re trying to turn around long form youtube videos for clients while also turning around ads and short form deliverables for our other clients the reason i'm asking is because my editing team and i are all pretty bogged down with our workloads right now, and i’d like to relieve some of the pressure off of them to make their lives easier and increase output descript won't cut it because we do have to have a professional color grading workflow in the pipeline for this project (we’re using braw footage that i personally have to go in and denoise + grade, the render for that will take hours). if the client needs revisions, having all the files in davinci will make our lives so much easier. because it saves 3 hours of render time + re export into descript any suggestions?