KNOWLEDGE BASE
Our Knowledge Base has external links to information that may help you..
Sparta’sfree source for key matrixes
UK Government AI Coding Assistant Trial Report (2025) — Primary UK productivity data:
Sparta Recommends looking at this as initial guide for those targeting the public sector
GOV.UK Technology Blog (2025) — UK public sector AI coding guidance
Sparta Recommends-Important data on how AI can save you costs
IT Channel Oxygen (2024) — Vodafone UK Copilot savings: 3 hours/week per employee
Sparta Recommends -A source of help for your business
Berkshire Healthcare NHS Trust (2025) — UK citizen developer programme: 1,600+ trained staff
Sparta Recommends-Research by Accenture on efficiency
GitHub Blog (2024) — Accenture enterprise Copilot study: 8.69-15% PR merge rate increase
Sparta Recommends -This guide to see if your company is close to this productivity index.
Index.dev (2025) — Developer productivity statistics compilation
Sparta Recommends-Example of how ROI can be measured using GitHub.
LinearB (2025) — ROI analysis of GitHub Copilot
Sparta Recommends-Cybersecurity governance issues to consider as you scale-up
OWASP Top 10 Risks for Citizen Development (2025) — Security governance framework
Sparta Recommends -AI tool for cost comparison, I does what it says on the tin!
Augment Code (2025) — AI coding tool comparison and pricing
Sparta Recommend- How to implement AI in your business.
UK Government AI Playbook (2025) — Official AI implementation guidance.
Sparta Recommends-our blogs as source of help and advice.
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