Model Governance & LLM Operations & Guardrails: Building Enterprise-Ready AI Systems

By Rekha Kodali As large language models transform enterprise operations, organizations face unprecedented challenges in ensuring these powerful systems operate safely, ethically, and in alignment with business objectives. This comprehensive guide addr…

The Essential SPM Requirements for Better Business Agility

When markets shift overnight, being able to quickly adapt sets successful organizations apart from the rest. These are the organizations that can fundamentally rethink their strategies and rapidly pivot their strategic investments and resources to capitalize on new opportunities or defend against emerging threats. Consider this scenario: Your competitor launches a disruptive product threatening a…

From Busywork to Business Impact: How to Prioritize What Matters

Digital product teams face constant pressure to innovate quickly and collaborate across functions, but growing complexity in tools and workflows often slows them down. Instead of accelerating delivery, disconnected systems and competing demands create friction that diverts focus from high-impact work. Valuable time is spent chasing updates, managing tools, and working across silos. This leaves…

Facing Product Operating Model Roadblocks? Here’s the First Step to Speed Up Your Progress.

If you’ve already started to shift from project to product, you may feel stuck. You’ve made changes and introduced new ways of working, but maybe the outcomes haven’t changed in kind. In reality, many organizations report these kinds of results. The first sign of friction is often felt in the delivery pipeline: progress slows, feedback loops break down, and teams operate at odds with business goals.

12 Essential Mindset Shifts for Product Operating Model Leaders

Alan Manuel, GVP, Product Management at Planview, explains how your mindset factors into the success of your transformation. “One of the biggest lessons in trying to achieve a product operating model is that approaching change from the perspective of a change agent alone almost never works,” he explains. Put another way, you need to think like a player and a coach to be an effective leader.

Simplifying AI Architecture: How Model Context Protocol Brings Efficiency: Why Do We Need a Model Context Protocol?

By Shammy Narayanan While modern Large Language Models (LLMs) are already equipped with tools or function-calling capabilities to access external resources like databases and custom business logic, introducing a Model Context Protocol (MCP) adds a […]