ResourcesOpen access
Reference material you can use yourself.
Price a workload, compare products, and know the compliance surface you're taking on. Nothing behind a login.
01 · Libraries
Six places to start.
Tokenomics
Price a workload across providers. Monthly and annual cost, capability matrix, environmental impact per use case.
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GuidesProduct guides
Per-product notes on ChatGPT, Claude, Gemini, Copilot, Ollama, n8n, and others. Pricing, use cases, data-handling specifics.
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ReferenceProduct summary
All products at a glance. Category, best-for, entry price, data sovereignty.
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LibraryGovernance
GDPR, AI ethics, data quality, security, sovereignty. The reviews your AI programme has to survive.
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LibraryESG hub
ESG for AI deployment. Measurable energy, sustainable infrastructure, defensible governance, built into the workflow.
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ArticlesDecision-lens articles
Frameworks, not commentary. How to decide whether AI is the right tool, how to model ROI, when self-hosted wins, when it doesn't.
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02 · Articles
Decision lenses. Not hot takes.
How we work out ROI with AI
A defensible model in four moves. With the maths shown.
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Decision lensDo I really need AI?
Five questions that usually decide whether AI is the right tool.
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BenchmarkSelf-hosted GPU comparisons
A100, H100, L40S, RTX 5070 Ti, RTX PRO 6000. UK prices, real workloads.
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Decision lensOff-the-shelf vs bespoke
When to buy, when to build, when to wait.
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CritiqueThe AI redundancy fallacy
AI replacing headcount is the wrong question. The right one is more useful.
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MethodLinking disparate systems with AI
AI as integration glue, not a destination. When the answer is automation.
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CritiqueChallenges of third-party AI
What you accept the moment you ship a token to someone else's API.
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ESGAI environmental impact
Energy, water, embodied carbon. The footprint nobody costed.
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ESGESG cloud vs on-prem AI
Sovereignty, telemetry, Scope 2. Where the difference shows up.
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03 · Looking for
Something else.
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Thought leadership and decision frameworks. All of them, oldest to newest.
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The self-hosted AI management platform. One cross-platform agent, three modes, no data leaving your perimeter.
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Full technical references for the Horizon, Cyber, and ESG agent modes. Collectors, trust posture, outputs.
