Codcel
Turn Excel Into
Production-Ready Software
- in Minutes

Built for serious engineering teams

A new generation of low-code, without the limits, lock-in, or black boxes.

Business teams keep working in Excel — the tool they already trust. Codcel translates their logic into clean, human-readable source code that your developers can own completely — versioned, reviewed, tested, and deployed like any other service.

1Real, production-grade source code.

Generate readable code in Rust, Python, Java, C#, Go, Swift, TypeScript and more — with no proprietary runtime. Commit it, review it, test it, ship it anywhere.

2Zero platform lock-in.

Codcel doesn't sit in the request path. Once generated, the code is yours — run it on-prem, in your cloud, serverless, containers, or embedded in existing systems.

3Excel for business. Full control for engineering.

Domain experts keep their spreadsheet logic. Engineering gets clean, auditable, testable code with full governance, CI integration, and long-term maintainability.

Codcel bridges the gap between business and IT: domain experts model in Excel, and engineering receives clean, production-ready code that fits directly into your architecture.

From one spreadsheet to an entire platform

Built for real workloads and AI-native from day one.

Codcel isn't a toy for side projects. It's designed for serious, revenue-critical work: car insurance pricing engines, finance models with billions of rows, or running an entire gym or membership business from a single, well-structured Excel file.

And because Codcel can generate an MCP server straight from your spreadsheet logic, your AI agents can safely call the same functions your production systems use — with full observability and governance.

1Handles real-world scale.

Compile to high-performance Rust services that can crunch through hundreds of millions or even billions of rows using modern data engines — not fragile Excel workarounds.

2Perfect for complex domains.

Turn actuarial and pricing spreadsheets into full insurance rating engines. Or use the same flow to run a gym, a subscription business, or any operation currently held together by Excel.

3AI-ready with MCP servers.

Generate an MCP server that exposes your calculations as tools for AI agents. Let ChatGPT or your internal LLM quote policies, run scenarios, or generate reports — all backed by the same governed, type-safe logic used in production.

{
  "tools": [
    {
      "name": "quote_car_premium",
      "description": "Calculate car insurance premium using the Excel rating model.",
      "input_schema": {
        "driver_age": "number",
        "postcode": "string",
        "vehicle_value": "number",
        "no_claims_years": "number"
      }
    },
    {
      "name": "run_gym_billing_cycle",
      "description": "Generate monthly invoices for all active members from the gym Excel model."
    }
  ],
  "backed_by": "Rust service generated from Excel"
}

Start with "just Excel". End with APIs, web apps, MCP servers, and data pipelines, all generated from the same trusted model.