Karini AI Enhanced ADLC Features

Karini AI Revolutionizes Agent Development with Enhanced ADLC Features

Published on -September 15th 2025

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Streamlined rollbacks, intelligent evaluations, and deployment control empower enterprises to build, iterate, and scale agents with unprecedented confidence

We're excited to announce a comprehensive suite of enhancements to Karini AI's Agent Development Life Cycle (ADLC) capabilities, designed to eliminate the barriers that have traditionally kept business experts on the sidelines of AI innovation.

Breaking Down Traditional Development Barriers

The enterprise AI landscape is evolving rapidly, and traditional Software Development Life Cycle (SDLC) toolsets are creating unnecessary friction for domain experts who understand business data better than anyone else. Much like how Google Docs revolutionized collaborative writing by automatically tracking changes without disrupting the creative flow, Karini AI's enhanced ADLC transforms agent development into an intuitive, worry-free experience.

The challenge is clear: Business experts are increasingly excited about participating in Generative AI projects but are deterred by the complexity of traditional development workflows. Meanwhile, the iterative nature of agent development where production agents typically evolve through 100+ versions demands sophisticated yet accessible version management capabilities.

Introducing Game-Changing ADLC Enhancements

Karini AI's GenAI Foundation platform now delivers five powerful capabilities that make long-term agent nurturing effortless and enterprise-ready:

1. Informed Agent Rollbacks

Informed Agent Rollbacks

Navigate through extensive version histories with confidence. When production agents reach 100+ iterations through natural ADLC progression, our rollback capability enables instant reversion to any previously published version. No more anxiety about experimental drafts, iterate freely knowing you can always return to proven performance.

2. Advanced Evaluation of Published Versions

Advanced Evaluation of Published Versions

As compound agentic workflows grow in complexity with multiple LLMs controlling different functional aspects, a single model change can trigger unexpected performance degradation. Our new evaluation framework employs LLM-as-a-judge methodology with both standard and custom metrics, ensuring every agent performs optimally before reaching end users. You can perform evaluation of published versions and make informed decisions before deploying to production.

3. Selective Agent Deployment Control

Selective Agent Deployment Control

Decouple Agent publishing from production deployment. Practitioners can now publish agent improvements as frequently as innovation demands while maintaining selective control over production deployments. This capability ensures only thoroughly validated, high-quality published versions reach your enterprise environment.

4. Visual Prompt Diff Capabilities

Visual Prompt Diff Capabilities

Make informed decisions with visual comparisons between prompt versions and current prompt drafts. Our prompt diff feature provides clear insights into changes, empowering builders to confidently promote drafts to published versions or rollback based on output quality assessment.

5. Copilot Visibility Management

Visual Prompt Diff Capabilities

As enterprise AI experiments proliferate, copilot sprawl becomes a real challenge for end-user focus and productivity. Our new visibility controls allow administrators to curate the user experience by hiding outdated or experimental copilots while maintaining full administrative access through direct links for complete audit trails.

Empowering All Types of Practitioners

These enhancements reflect Karini AI's core mission: democratizing Generative AI development for enterprises. By eliminating release management complexities through streamlined user experiences, we're ensuring that Agent building remains accessible to business experts who bring irreplaceable domain knowledge to AI projects.

Built for Enterprise Scale

Every new capability integrates seamlessly with Karini AI's enterprise-grade governance, security, and compliance framework. Organizations can confidently scale their agentic workflows knowing that enhanced development capabilities come with the robust controls enterprises demand.

Ready to transform your approach to agentic development? Experience how Karini AI's enhanced ADLC capabilities can accelerate your enterprise AI initiatives while maintaining the quality and control your organization requires.

Karini AI: Building Better AI, Faster.

Karini AI: Building Better AI, Faster.
Orchestrating GenAI Apps for Enterprises GenAiOps at scale.