Founders and CEOsUK SME
Why AI Agents Fail Without an Intelligence System Behind Them
Most AI agent pilots do not fail on the model. They fail on context: nothing current, cited or owned for the agent to read before it acts. Here is what an agent actually needs to know, the four ways that context fails, and why the knowledge layer has to come first.
David Packman
14 min read
In-House MarketingUK SME
Corporate Amnesia: What It Costs When Your Business Forgets
Corporate amnesia is the knowledge a UK SME or mid-market business loses to leavers, silos, and drift, and why AI makes it worse before it makes it better.
David Packman
10 min read
In-House MarketingContent Marketing
Case Study: How Excellerate Services Scaled EMEA Marketing Without Adding Headcount
A weekly LinkedIn programme across three regions, now strategic, consistent, and 87% less time-intensive, with the marketing team still in control.
David Packman
8 min read
AI AgentsTech Stack
From Tone-of-Voice Agents to Semoria SaaS
From bespoke client tone-of-voice agents to a multi-tenant SaaS. Why we built Semoria, what changed in the product, and what stayed the same.
David Packman
11 min read