AI Adoption

Move from isolated ideas to a governed adoption roadmap.

Estimate the capacity opportunity, select the solutions that matter most, and create a practical phased plan to take to your leadership team.

Capacity calculator

Start with the business case

Use indicative assumptions to frame a pilot hypothesis before measuring real-world impact.

Indicative impact

Your capacity-release estimate

Annual hours released633hours
Annual capacity value£11,400staff capacity
Net first-year value£6,400after investment
Indicative first-year ROI128%illustrative
Indicative payback5.3months
Time reduction67%per task
Current annual workload 950 hours
AI-assisted annual workload 317 hours

Use this as a pilot hypothesis

Validate task volumes, handling times, approval rates, quality and staff experience before deciding whether to scale.

Roadmap builder

Build your AI adoption sequence

Select the solutions you want to explore. The builder will sequence lower-complexity foundations before more sensitive or technically demanding deployments.

Select AI solutions

Your roadmap will appear here

Select your priorities and generate a phased plan.

Free adoption resources

Practical support for staff training and responsible implementation

This library is ready for your future templates, downloadable toolkits and video resources.

Template

AI opportunity canvas

Define the problem, users, risks, measures and human oversight before selecting technology.

Toolkit

Responsible AI pilot checklist

A structured checklist for governance, data protection, testing, staff feedback and review.

Video

Staff AI adoption essentials

A future training series covering safe use, prompt practice, critical review and escalation.