• Dec 27, 2025

2025: A Year of Modern Salesforce Architecture - Why Legacy Structure Determines AI Readiness

2025 reflections on modern Salesforce architecture, exploring how legacy structure, policy-driven design, and execution shape AI readiness.

  • Dec 2, 2025

The Hidden Cost of Org-Centric Architecture — And How Data 360 Fixes It

Most Salesforce estates are not broken because they customised too much. They are broken because the architecture is still org-centric. Data 360 changes the centre of gravity. The org becomes a container, not the system.

  • Nov 30, 2025

How Do Salesforce App Containers and Data 360 Work Together?

Salesforce architects increasingly face the challenge of deciding what belongs inside an application org and what should be modelled in Data 360. This post explains how the two layers work together, where enterprise meaning should live, and how clear responsibility boundaries create cleaner, more scalable architectures.

  • Nov 27, 2025

Data Spaces and Why They Matter More Than Orgs

Enterprises are beginning to explore new patterns for structuring their Salesforce estates. Data Spaces offer a way to govern and segment data without creating new application orgs, while Data Model Objects provide a shared definition of meaning across systems. Orgs remain essential for application logic, but the centre of gravity is starting to shift toward the data layer. This article shares early insights from conversations with leaders, architects, and engineers who are experimenting with these ideas and shaping the next generation of Salesforce architecture.

  • Nov 19, 2025

How Data 360 Shapes Salesforce Interoperability: Live, Cached, and File Based Patterns Explained

Interoperability is now the centre of gravity in Salesforce architecture. Modern estates span multiple clouds, data platforms, and external systems. The question is no longer whether to integrate. It is how to design the fabric that keeps data consistent, useful, and trustworthy across the enterprise.

  • Nov 16, 2025

The End of the sObject Era: Why the Future Belongs to DMOs

The sObject still matters, but the architectural truth now lives in Data 360. DMOs unify data across orgs, redefining Salesforce as a networked, AI-ready enterprise platform.

  • Oct 19, 2025

Dreamforce 2025 Takeaways: Why Salesforce’s Deeply Integrated Platform Sets the Stage for Enterprise AI

Dreamforce 2025 signalled a new phase for Salesforce. This article explores why the deeply integrated platform positions Salesforce to lead in enterprise AI.

  • Oct 13, 2025

Dreamforce 2025: Diagramming Agentforce Solutions

This week I’ll be in San Francisco speaking at Dreamforce, presenting a session called Diagramming Agentforce Solutions. 🗓 Tuesday October 14 2025 | 2:00 PM – 2:20 PM | Moscone West L3 Codey Theater 🗓 Thursday October 16 2025 | 1:30 PM – 1:50 PM | Moscone West L3 Codey Theater

  • Oct 5, 2025

Buckle Up! It's Going to Be a Busy Decade

The next decade presents enormous opportunities as organisations strive to modernise and optimise SaaS applications developed over the past 15+ years. The Salesforce ecosystem, in particular, is at the forefront, evolving to become the robust business process backbone necessary to serve the needs of both human and AI agents. Now is the time for strategic investments and proactive modernisation initiatives.

  • Oct 5, 2025

Patterns of Salesforce Transformation

Transformation is a word that has been used—and perhaps over-used—for more than a decade. I still hear it multiple times each workday, including from my own lips. Yet the reality is that true transformation in a complex Salesforce environment requires careful consideration, strategic thinking, and proven patterns. Understanding these patterns helps teams avoid common pitfalls, accelerate delivery, and realise sustainable benefits faster.

  • Oct 5, 2025

Modernising Salesforce - From Platform Sprawl to Platform Power

Even in the cloud, legacy creeps in, and it’s time we talked about what that means for Salesforce.It’s not just technical debt in the classic sense.  Of course, overloaded Apex classes, spaghetti Flows, and object limits maxed out are part of it.   The legacy challenge is broader. It’s about how complexity accumulates over time, often in response to urgency rather than intent. Every quick fix, every one-off solution, every undocumented process adds up.

  • Oct 5, 2025

Why Advanced Tools Are a Strategic Imperative for Modern Delivery

Advanced tooling isn’t just an upgrade. It’s a strategic capability. Generative AI is reshaping how we work, but before we layer on AI, we need visibility, clarity, and control. That’s what metadata tools offer. This is the foundation of modern Salesforce delivery and the future of how we build.