CloudGeometry

Managed AI service that handles software development and maintenance — submit requirements, get production-ready code, pay per completed change.

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cloudgeometry.com
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Quick facts
What is it Managed AI service that handles software development and maintenance — submit requirements, get production-ready code, pay per completed change.
Pricing Paid
Free tier No
Platform Web Application
Best for continuous software maintenance and security patching, adding new features to existing systems without developer overhead
Domain registered 2017

Data updated Aug. 15, 2026

What does CloudGeometry do?

CloudGeometry is a managed service that uses AI to handle the entire software development lifecycle — from requirements to production-ready code. Instead of hiring a team or paying by the hour, you submit high-level ideas or product requirements, and CloudGeometry's AI-MSL model turns them into fully implemented, tested, and documented changes. You pay per completed change (called a DevCredit), so costs align directly with outcomes. The service works on your existing codebase and repositories, with no lock-in or runtime dependency — think of it as an external engineering team that operates differently.

How does it work? AI performs the core tasks: refining requirements, writing specifications, generating code, running tests, and updating documentation. Human AI Lifecycle Experts supervise critical stages to catch architectural issues and ensure the work matches your business intent. The system can handle new feature development, corrective and adaptive maintenance, and even application modernization. You can review and merge changes yourself, or let CloudGeometry manage the production environment with continuous improvement. The whole process is governed and traceable, so you always know what changed and why.

Who benefits most? Product managers and customer success teams can push small to medium enhancements to production without involving developers — just describe what you want in plain English. Engineering teams can offload routine maintenance, dependency updates, and security patches. Enterprises with legacy systems can modernize incrementally without expensive rewrite programs. CloudGeometry is built for teams that want predictable costs, faster delivery, and less overhead in their software delivery pipeline.

Key features

What makes it stand out
01
Outcome-based pricing with fixed-cost per change (DevCredits), no hourly billing
02
AI executes the full lifecycle: requirements, specs, code, tests, and documentation
03
Works directly on your existing codebase with no platform lock-in or runtime dependency
04
AI Lifecycle Experts supervise critical stages to ensure quality and architectural integrity
05
Flexible deployment: review and merge changes yourself or use CloudGeometry's managed operations

Who is CloudGeometry for?

Who benefits most from this tool
continuous software maintenance and security patching
adding new features to existing systems without developer overhead
modernizing legacy applications without risky rewrites

Pricing

AI-MSL Core

Custom
  • PM + Development
  • AppGraph system intelligence
  • Automated requirement expansion
  • Edge-case discovery
  • Impact analysis on architecture
  • Modernization opportunity detection
  • Continuously updated system context
  • Requirements → Specs → Code lifecycle
  • AI-driven development with gates
  • Test-first implementation
  • Architecture-aware delivery
  • Documentation auto-updates

Operate

Custom

Everything in AI-MSL Core, plus:

  • Kubernetes operations
  • AI-powered monitoring
  • Cost optimization
  • Issue detection
  • Production feedback into lifecycle

Enterprise

Custom

Everything in Operate, plus:

  • Internal CI/CD integration
  • Engineering leadership collaboration
  • Enterprise security alignment
  • Partial client operational control

Trust & presence

Domain Domain registered 2017

Gallery

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