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Strategy

21 articles in this category

A staged mid-market roadmap for building your own agentic intelligence
StrategyIn-House Marketing

Building Your Own Agentic Intelligence: a Mid-Market Roadmap

Building your own agentic intelligence: a staged roadmap for mid-market SMEs, from capability and direction to structure and governance.

David Packman
13 min read
AI automation readiness: 5 signs you are ready and 5 signs you are not
StrategyAI Automation Strategy

AI Automation Readiness for Mid-Market Firms: 5 Signs You Are Ready

An AI automation readiness check for UK SME and mid-market firms. 5 signs you are ready, 5 signs you are not, and how to close the gap.

David Packman
13 min read
Agentic marketing without the hype: what mid-market teams should automate first
StrategyIn-House Marketing

Agentic Marketing Without the Hype: What to Automate First

Agentic marketing without the agent-washing: the realistic first workstreams a lean mid-market SME should automate, with HITL checkpoints.

David Packman
13 min read
The human ceiling: why your AI is only as good as your direction
StrategyIn-House Marketing

The Human Ceiling: Why Your AI Is Only as Good as Your Direction

The human ceiling caps AI value at the quality of your direction. The 4 human constraints, and how mid-market SMEs lift the ceiling on agentic AI.

David Packman
13 min read
AI marketing team structure for a mid-market team in the agentic age
StrategyIn-House Marketing

AI Marketing Team Structure: Organising a Mid-Market Team for the Agentic Age

An AI marketing team structure for the agentic age: orchestrators not executors, workflows not titles, systems before headcount. For UK SMEs.

David Packman
13 min read
An AI capability plan that comes before agentic AI architecture for a mid-market team
StrategyIn-House Marketing

The AI Capability Plan That Has to Come Before Any Agentic AI

An AI capability plan builds readiness before agent architecture. Governance, change management, and process readiness come first for UK SMEs.

David Packman
13 min read
Will agentic AI replace your marketing team or unlock its capacity?
StrategyIn-House Marketing

Will Agentic AI Replace Your Marketing Team or Unlock Capacity?

AI augmentation vs replacement in marketing: why automating tasks expands the work rather than ending jobs, and how a mid-market leader should think about capacity.

David Packman
12 min read
What an agentic organisation means for a mid-market marketing team
StrategyIn-House Marketing

What an Agentic Organisation Means for a Mid-Market Marketing Team

What an agentic organisation means for a mid-market marketing team: humans set the strategy, AI agents handle execution. A guide for UK SMEs.

David Packman
12 min read
AI Strategy for UK Mid-Market CEOs
StrategyAI Automation Strategy

AI Strategy for UK Mid-Market CEOs

An AI strategy for UK SME and mid-market CEOs should start with outcomes, not tools. Here is what actually drives returns, and why most AI pilots stall.

David Packman
11 min read
What Is AI Automation? A UK Founder's Field Guide
StrategyAI Automation Strategy

What Is AI Automation? UK Founder's Guide 2026

What is AI automation? A UK founder's field guide: the plain-English definition, what it is not, and where to invest first in your mid-market business.

David Packman
13 min read
The UK SME AI Automation Roadmap: a 30/60/90-day template
StrategyAI Automation Roadmap

UK SME AI Automation Roadmap: 30/60/90 Days

A 30/60/90-day AI automation roadmap template for UK SMEs. Board-ready phases, KPIs, and the framework CEOs use to convert strategy into delivery.

David Packman
13 min read
AI Automation ROI for UK SMEs: a four-part hours-saved framework
StrategyAI Automation ROI

AI Automation ROI Framework for UK SMEs

How UK SMEs measure AI automation ROI: the hours-saved framework that captures direct hours, avoided hires, error cost, and capacity unlocked.

David Packman
11 min read
Inside Semoria's architecture: the lean modern SaaS stack
StrategyTech Stack

Inside Semoria: Lean, Modern SaaS Stack

The architecture of Semoria, a lean, modern SaaS stack we shipped in 6 weeks. The choices, the trade-offs, and what we'd do again.

David Packman
14 min read
The methodology: idea to production SaaS in 6 weeks with multi-agent AI-assisted development
StrategyAI Agents

Idea to SaaS in 6 Weeks: Multi-Agent AI

How we ship production SaaS in 6 weeks with multi-agent AI. The methodology, the agent roles, the review gates, and what the velocity actually buys.

David Packman
15 min read
From client tone-of-voice agents to a full SaaS: why we built Semoria
StrategyAI Agents

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
Case Study: Modernising a UK Commercial Flooring Project Management System Before Automating It
StrategyWorkflow Automation

Case Study: Flooring System Modernisation

How a UK commercial flooring business replaced a closed legacy project management system with an Airtable workspace designed for AI automation from day one.

David Packman
8 min read
AI in Your Tools vs AI Across Your Tools
StrategyWorkflow Automation

AI in Your Tools vs AI Across Your Tools

Most AI you'll see is bolted into single tools. The compounding wins happen when AI works across them. The difference, in plain English.

David Packman
10 min read
How to build an AI automation strategy: a practical guide for UK businesses
StrategyAI Automation Strategy

Building Your AI Automation Strategy

An AI automation strategy is a roadmap from one-off automations to connected systems. Here's how UK businesses build one that compounds.

David Packman
12 min read
How AI Automation Connects Your Tools (Without the Headache)
StrategyWorkflow Automation

How AI Connects Your Tools, No Headaches

How AI automation connects your existing tools without the integration headache UK SMEs expect. The patterns, the trade-offs, and where to start.

David Packman
11 min read
Human-in-the-Loop: Why the Best AI Keeps You in Control
StrategyHuman in the Loop

Human in the Loop: AI Under Your Control

Why the best AI keeps humans in the loop, and why the worst doesn't. The patterns that protect quality without slowing operations down.

David Packman
11 min read
Where to Start with AI Automation: Your First 3 Steps
StrategyAI Automation Strategy

Where to Start With AI Automation

Where UK SMEs should actually start with AI automation. The first three workflows that pay back, plus what to ignore until later.

David Packman
11 min read