Decoded
Insights, examples and perspectives from the Pair team


Friday, April 17, 2026
Written by
Ed Bradon
Who should get a paid AI license in your organisation?
How to improve ROI without increasing spend
Free, paid and pro LLM tiers differ wildly in price and capability, and allocating them fairly and effectively at scale is difficult. Common approaches — like first come first serve and use it or lose it — have big downsides. A better way is possible.

Friday, February 6, 2026
Written by
Elena Bergmann
How AI reverses the digital skills gap
If organisations build the right adoption infrastructure first
For forty years, every digital transformation created a new technical elite. ERP systems in the 1990s. Cloud infrastructure in the 2010s. Each wave demanded increasingly specialised knowledge and widened the gap between those who could speak to machines and those who couldn't. But AI is finally breaking that pattern, offering a genuine opportunity to close the divide rather than widen it.

Friday, October 24, 2025
Written by
Elena Bergmann
From Operators to Orchestrators
Why curation, evaluation & narration will define high-performance careers in the age of AI
The smartest executives I know aren't asking whether to adopt AI – they're asking how to become irreplaceable because of it.

Friday, September 26, 2025
Written by
Anne Kuhsiek
How a traditional wholesaler became an AI pioneer in six months
Regal Wholesale's journey from spreadsheet searches to custom AI agents, powered by the Wirral AI Academy
Regal Wholesale is an award-winning, family-run brand distribution and wholesale business, widely regarded as the No.1 distributor of paper hygiene products across the UK, with a growing international footprint. Facing increasing customer expectations and growing competition, Regal launched a company-wide digital transformation spanning CRM improvements to ISO certifications. But their participation in the Wirral AI Academy, powered by PAIR, unlocked something different.

Monday, September 22, 2025
Written by
Anne Kuhsiek
Wirral AI Academy Impact Report
Embedding AI into everyday work
On-the-ground results of how businesses in the Wirral are adopting AI – from early experimentation to embedded change – and what it means for the future of their community.
Decoded
Insights, examples and perspectives from the Pair team


Who should get a paid AI license in your organisation?
How to improve ROI without increasing spend

How AI reverses the digital skills gap
If organisations build the right adoption infrastructure first

From Operators to Orchestrators
Why curation, evaluation & narration will define high-performance careers in the age of AI

How a traditional wholesaler became an AI pioneer in six months
Regal Wholesale's journey from spreadsheet searches to custom AI agents, powered by the Wirral AI Academy

Wirral AI Academy Impact Report
Embedding AI into everyday work
Decoded
Insights, examples and perspectives from the Pair team


Who should get a paid AI license in your organisation?
How to improve ROI without increasing spend

How AI reverses the digital skills gap
If organisations build the right adoption infrastructure first

From Operators to Orchestrators
Why curation, evaluation & narration will define high-performance careers in the age of AI

How a traditional wholesaler became an AI pioneer in six months
Regal Wholesale's journey from spreadsheet searches to custom AI agents, powered by the Wirral AI Academy

Wirral AI Academy Impact Report
Embedding AI into everyday work
Do your best work faster with AI
Book a short session to see how Pair fits your organisation

Decoded
Insights, examples and perspectives from the Pair team


Friday, April 17, 2026
Written by
Ed Bradon
Who should get a paid AI license in your organisation?
How to improve ROI without increasing spend
Free, paid and pro LLM tiers differ wildly in price and capability, and allocating them fairly and effectively at scale is difficult. Common approaches — like first come first serve and use it or lose it — have big downsides. A better way is possible.

Friday, February 6, 2026
Written by
Elena Bergmann
How AI reverses the digital skills gap
If organisations build the right adoption infrastructure first
For forty years, every digital transformation created a new technical elite. ERP systems in the 1990s. Cloud infrastructure in the 2010s. Each wave demanded increasingly specialised knowledge and widened the gap between those who could speak to machines and those who couldn't. But AI is finally breaking that pattern, offering a genuine opportunity to close the divide rather than widen it.

Friday, October 24, 2025
Written by
Elena Bergmann
From Operators to Orchestrators
Why curation, evaluation & narration will define high-performance careers in the age of AI
The smartest executives I know aren't asking whether to adopt AI – they're asking how to become irreplaceable because of it.

Friday, September 26, 2025
Written by
Anne Kuhsiek
How a traditional wholesaler became an AI pioneer in six months
Regal Wholesale's journey from spreadsheet searches to custom AI agents, powered by the Wirral AI Academy
Regal Wholesale is an award-winning, family-run brand distribution and wholesale business, widely regarded as the No.1 distributor of paper hygiene products across the UK, with a growing international footprint. Facing increasing customer expectations and growing competition, Regal launched a company-wide digital transformation spanning CRM improvements to ISO certifications. But their participation in the Wirral AI Academy, powered by PAIR, unlocked something different.

Monday, September 22, 2025
Written by
Anne Kuhsiek
Wirral AI Academy Impact Report
Embedding AI into everyday work
On-the-ground results of how businesses in the Wirral are adopting AI – from early experimentation to embedded change – and what it means for the future of their community.
Decoded
Insights, examples and perspectives from the Pair team


Who should get a paid AI license in your organisation?
How to improve ROI without increasing spend

How AI reverses the digital skills gap
If organisations build the right adoption infrastructure first

From Operators to Orchestrators
Why curation, evaluation & narration will define high-performance careers in the age of AI

How a traditional wholesaler became an AI pioneer in six months
Regal Wholesale's journey from spreadsheet searches to custom AI agents, powered by the Wirral AI Academy

Wirral AI Academy Impact Report
Embedding AI into everyday work
Decoded
Insights, examples and perspectives from the Pair team


Who should get a paid AI license in your organisation?
How to improve ROI without increasing spend

How AI reverses the digital skills gap
If organisations build the right adoption infrastructure first

From Operators to Orchestrators
Why curation, evaluation & narration will define high-performance careers in the age of AI

How a traditional wholesaler became an AI pioneer in six months
Regal Wholesale's journey from spreadsheet searches to custom AI agents, powered by the Wirral AI Academy

Wirral AI Academy Impact Report
Embedding AI into everyday work
Do your best work faster with AI
Book a short session to see how Pair fits your organisation

Decoded
Insights, examples and perspectives from the Pair team


Friday, April 17, 2026
Written by
Ed Bradon
Who should get a paid AI license in your organisation?
How to improve ROI without increasing spend
Free, paid and pro LLM tiers differ wildly in price and capability, and allocating them fairly and effectively at scale is difficult. Common approaches — like first come first serve and use it or lose it — have big downsides. A better way is possible.

Friday, February 6, 2026
Written by
Elena Bergmann
How AI reverses the digital skills gap
If organisations build the right adoption infrastructure first
For forty years, every digital transformation created a new technical elite. ERP systems in the 1990s. Cloud infrastructure in the 2010s. Each wave demanded increasingly specialised knowledge and widened the gap between those who could speak to machines and those who couldn't. But AI is finally breaking that pattern, offering a genuine opportunity to close the divide rather than widen it.

Friday, October 24, 2025
Written by
Elena Bergmann
From Operators to Orchestrators
Why curation, evaluation & narration will define high-performance careers in the age of AI
The smartest executives I know aren't asking whether to adopt AI – they're asking how to become irreplaceable because of it.

Friday, September 26, 2025
Written by
Anne Kuhsiek
How a traditional wholesaler became an AI pioneer in six months
Regal Wholesale's journey from spreadsheet searches to custom AI agents, powered by the Wirral AI Academy
Regal Wholesale is an award-winning, family-run brand distribution and wholesale business, widely regarded as the No.1 distributor of paper hygiene products across the UK, with a growing international footprint. Facing increasing customer expectations and growing competition, Regal launched a company-wide digital transformation spanning CRM improvements to ISO certifications. But their participation in the Wirral AI Academy, powered by PAIR, unlocked something different.

Monday, September 22, 2025
Written by
Anne Kuhsiek
Wirral AI Academy Impact Report
Embedding AI into everyday work
On-the-ground results of how businesses in the Wirral are adopting AI – from early experimentation to embedded change – and what it means for the future of their community.
Decoded
Insights, examples and perspectives from the Pair team


Who should get a paid AI license in your organisation?
How to improve ROI without increasing spend

How AI reverses the digital skills gap
If organisations build the right adoption infrastructure first

From Operators to Orchestrators
Why curation, evaluation & narration will define high-performance careers in the age of AI

How a traditional wholesaler became an AI pioneer in six months
Regal Wholesale's journey from spreadsheet searches to custom AI agents, powered by the Wirral AI Academy

Wirral AI Academy Impact Report
Embedding AI into everyday work
Decoded
Insights, examples and perspectives from the Pair team


Who should get a paid AI license in your organisation?
How to improve ROI without increasing spend

How AI reverses the digital skills gap
If organisations build the right adoption infrastructure first

From Operators to Orchestrators
Why curation, evaluation & narration will define high-performance careers in the age of AI

How a traditional wholesaler became an AI pioneer in six months
Regal Wholesale's journey from spreadsheet searches to custom AI agents, powered by the Wirral AI Academy

Wirral AI Academy Impact Report
Embedding AI into everyday work
Do your best work faster with AI
Book a short session to see how Pair fits your organisation
