Full-cycle workflow for reliable prompts

Genum makes prompts stable and production-ready with a complete workflow — from building and testing to version control, CI/CD, and monitoring. Everything you need to scale GenAI with confidence.

Structured Prompt Development

Build clear, reusable prompts with validation and versioning for reliable scale.

Structured Prompt Development

Built-In Regression Testing

Confidently evolve prompt logic without breaking what's already working.

Built-In Regression Testing

Context Prompt Extension

Scale your prompts beyond single-turn limitations by injecting external data, APIs, and dynamic variables — enabling richer, context-aware automation at enterprise level.

Context Prompt Extension

Vendor-Agnostic Infrastructure

Avoid lock-in and scale across any provider:

  • Unified inference across OpenAI, Claude, and local models
  • Dynamic switching and fallback support
  • Cost and performance benchmarking built in
Vendor-Agnostic Infrastructure

CI/CD for Prompts

Treat prompts like code—with testing, versioning, continuous integration and continuous deployment.

  • Full prompt lifecycle
  • Auto-validation before deployment
  • Git-connected versioning
CI/CD for Prompts

Failure Handling & Continuous Learning

Automatically capture errors and turn them into feedback loops, enabling prompts to self-improve over time and build a more resilient AI system.

Failure Handling & Continuous Learning