# Evaluating AI Agents Without the Wait: How LLM-as-a-Judge Accelerated Development

According to MIT, 95% of AI projects fail to deliver meaningful value. This blog is part of our series on unlocking the secrets of the 5% club. Written by Omar Ghelani-Kan, Principal Lead, and Kumuda Morla, Senior AI Engineer.

By
Omar Ghelani-Khan and Kumuda Morla  
06 Mar 2026  
•  5 min read

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## Transforming Retail Inventory Management with Multi-Agent AI Assistants

What if every store manager, planner, and operator had access to a real-time AI Inventory Assistant that understands demand patterns, supplier delays, weather anomalies, and operational constraints, collaborating through specialised agents all working in unison?  
[Read More](https://www.manuka-ai.co.uk/content-hub/transforming-retail-inventory-management-with-multi-agent-ai-assistants)

## 2025 in Enterprise AI: The Year GenAI Got Serious

As we close 2025, the narrative around Generative AI has undergone a critical and long-awaited shift. The initial wave of euphoria, focused on model capabilities, content flooding social media and individual productivity, has given way to a focus on value, governance, and the complexities of enterprise integration. We are transitioning from the era of isolated "AI Band-Aids" to thinking bigger in terms of adoption and strategy, and the age of autonomous, governed Agentic AI systems. Here’s Manuka’s take on the last 12 months in enterprise AI.  
[Read More](https://www.manuka-ai.co.uk/content-hub/2025-in-enterprise-ai-the-year-generative-ai-got-serious)

## Manuka AI Announces Launch of Manuka AI Australia and New Zealand.

Manuka AI, a Data & AI consultancy dedicated to helping enterprises achieve excellence on Databricks, today announced the launch of Manuka AI Australia and New Zealand (ANZ).  
[Read More](https://www.manuka-ai.co.uk/content-hub/manuka-ai-announces-launch-of-manuka-ai-australia-and-new-zealand)