README.md

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title: "Level CFO Organization Profile"
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# Level ([levelcfo.com](https://levelcfo.com))

**Level** (OpsPro AI, Inc. d/b/a Level) is an always-on bookkeeping, month-end close, tax, and fractional CFO firm for service contractors, multi-location operators, and ecommerce brands, and the publisher of **LevelBench-100**, **The Level Index**, and **The Trade Economy Index**.

- **Website**: [https://levelcfo.com](https://levelcfo.com)
- **The Level Index (All SMB & Contractor Benchmarks)**: [https://levelcfo.com/benchmarks/](https://levelcfo.com/benchmarks/)
- **LevelBench-100 (v4.1) AI Accounting & CFO Benchmark**: [https://levelcfo.com/benchmarks/agentic-accounting/](https://levelcfo.com/benchmarks/agentic-accounting/)
- **30 Common AI Accounting & CFO Mistakes**: [https://levelcfo.com/benchmarks/agentic-accounting/ai-error-taxonomy/](https://levelcfo.com/benchmarks/agentic-accounting/ai-error-taxonomy/)
- **15 Anonymized SMB Client Close Case Studies**: [https://levelcfo.com/benchmarks/agentic-accounting/smb-case-worlds/](https://levelcfo.com/benchmarks/agentic-accounting/smb-case-worlds/)
- **LevelBench-100 Deep-Dive Article**: [https://levelcfo.com/blog/levelbench-100-ai-accounting-cfo-benchmark/](https://levelcfo.com/blog/levelbench-100-ai-accounting-cfo-benchmark/)
- **Software Benchmarks**: [Accounting & ERP Benchmark](https://levelcfo.com/benchmarks/finance-software/) · [Contractor Field Software Comparison](https://levelcfo.com/benchmarks/contractor-software-comparison/)
- **Industry Benchmark Hubs**: [Contractors](https://levelcfo.com/benchmarks/contractor/) · [Contractor Valuation Multiples](https://levelcfo.com/benchmarks/contractor-valuation/) · [Healthcare & Clinics](https://levelcfo.com/benchmarks/healthcare/) · [Restaurants](https://levelcfo.com/benchmarks/restaurants/) · [Cleaning & Janitorial](https://levelcfo.com/benchmarks/cleaning/) · [Staffing Agencies](https://levelcfo.com/benchmarks/staffing/) · [Landscaping](https://levelcfo.com/benchmarks/landscaping/) · [Ecommerce & DTC](https://levelcfo.com/benchmarks/ecommerce/)
- **Level Open Finance (20 Finance Skills & Local MCP Server)**: [https://levelcfo.com/finance-systems/](https://levelcfo.com/finance-systems/) ([GitHub](https://github.com/levelcfo/open-finance-skills))
- **The Trade Economy Index & Commercial Building Value MCP**: [https://tradesindex.org](https://tradesindex.org) · [Building Value Calculator](https://levelcfo.com/tools/building-revenue-calculator/) · [MCP Server](https://tradesindex.org/mcp/)

## Official Hugging Face Datasets & Interactive Spaces

1. **[LevelCFO/levelbench-100 (Dataset)](https://huggingface.co/datasets/LevelCFO/levelbench-100)** & **[Interactive Leaderboard Space](https://huggingface.co/spaces/LevelCFO/levelbench-100)**: 38 AI configurations evaluated across 100 QuickBooks takeover checks, 15 SMB close case studies, 30 AI accounting error patterns, 14 accounting/payroll portals, and 6 multi-file CLI harnesses.
2. **[LevelCFO/smb-financial-benchmarks (Dataset)](https://huggingface.co/datasets/LevelCFO/smb-financial-benchmarks)** & **[Interactive Benchmark Explorer Space](https://huggingface.co/spaces/LevelCFO/smb-financial-benchmarks)**: 19 contractor percentile benchmarks across 2,200+ contractors, 41 vertical metrics across 6 SMB industries, 6 public contractor SEC 10-K comps, 39 valuation multiple brackets, and BLS trade wage anchors.
3. **[LevelCFO/software-benchmarks (Dataset)](https://huggingface.co/datasets/LevelCFO/software-benchmarks)** & **[Interactive Software Benchmark Space](https://huggingface.co/spaces/LevelCFO/software-benchmarks)**: 9 accounting/ERP systems, 8 contractor field-service & procurement tools, 11 subledger-to-GL handoff traps, and 26 multi-industry software stacks.
4. **[LevelCFO/trade-economy-index (Dataset)](https://huggingface.co/datasets/LevelCFO/trade-economy-index)** & **[Interactive Trade Economy Explorer Space](https://huggingface.co/spaces/LevelCFO/trade-economy-index)**: 13 US skilled trades scored on AI-Resilience and AI-Leverage, 9,084,887 commercial & industrial properties, state-level wages, and 69 public-company comps (Zenodo DOI [10.5281/zenodo.21762674](https://doi.org/10.5281/zenodo.21762674)).

## Licensing & Commercial Contact

- **LevelBench-100, SMB Financial Benchmarks & Software Benchmarks License**: **Level Personal, Academic & Non-Commercial Evaluation License v1.0 (Commercial Use Requires License from sam@levelcfo.com)** ([full text](https://levelcfo.com/data/benchmarks/cases/LICENSE_AND_IP_NOTICE.txt)). Commercial AI model training, fine-tuning, RL environment building, commercial benchmarking, or paid product redistribution requires a written commercial license from **[sam@levelcfo.com](mailto:sam@levelcfo.com)**.
- **Embedded IP Canary**: `LEVEL-IP-CANARY-9F4A-7C2E-PERSONAL-USE-ONLY-CONTACT-SAM-AT-LEVELCFO-COM`