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Product Blog by Kevin Docherty
Case Study: From Chaos to Clarity – Structuring a Prioritised Backlog in the Football Transfer Market
How a fast-moving B2B marketplace turns shifting priorities, real-time intelligence needs, and multi-sided customer demands into a structured, delivery-ready backlog I n the world of Product Management, few environments are as chaotic and time-sensitive as a B2B marketplace serving high-stakes industries. Deadlines aren’t quarterly reviews - they’re transfer windows. Information asymmetry is the norm, not the exception. And your users (clubs, agents, and players) expect real
Mar 244 min read
LLM Scoping + AI Insights = The Death of Guesswork Roadmaps
Modern product management has evolved dramatically with the rise of Large Language Models (LLMs) and AI-powered analytics. Three interconnected capabilities stand out as game-changers in 2025–2026: LLM-assisted feature scoping AI-powered user insights Behavioural data prioritisation These tools help PMs move from intuition-driven to dramatically more data-informed, faster, and customer-centric decision making. Let's explore what they mean and how leading teams put them into p
Jan 163 min read
2026! AI & Product Management
In 2026, AI moves from experimentation to core operations. Time to see if the investment begins to scale. Agentic AI, multimodal models, and governance demands are reshaping the landscape, forcing product managers to evolve from tactical executors to strategic orchestrators 1. Agentic AI Takes Centre Stage Agentic systems AI that autonomously plans and executes multi-step tasks—become mainstream. Gartner predicts 40% of enterprise apps will integrate task-specific agents by y
Jan 122 min read
Latest AI News Roundup: September 2025
As we close out September 2025, the AI landscape continues to evolve at breakneck speed. From ground-breaking model releases and ethical...
Sep 30, 20254 min read
The Role of Scrum in 2025 Agile Product Management: Trends & Innovations
In 2025, Scrum remains a cornerstone of Agile product management, enabling teams to deliver value iteratively and adapt to evolving market demands. Its structured yet flexible framework—built on sprints, daily stand-ups, and retrospectives—continues to empower organizations to navigate complex product development. But how is Scrum evolving today, and what innovations are shaping its use in Agile environments? Current Trends in Scrum Scrum’s core principles—transparency, inspe
Jul 31, 20252 min read
Agile Product Management in 2025: Key Trends Shaping the Future
Agile product management continues to evolve in 2025, adapting to new technologies, shifting market demands, and organizational needs....
Jul 25, 20252 min read
AI News Roundup: July 2025
The AI landscape is buzzing with innovation and debate as of July 2025. From ground-breaking advancements to policy shifts, here’s the...
Jul 23, 20252 min read
Agile Product Management: Strengths & Weaknesses
Agile product management has become a cornerstone of modern product development, emphasizing flexibility, collaboration, and iterative...
Jul 23, 20252 min read
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