Unite.AI
The Hidden Costs of AI at Scale
Flat rates are quietly becoming consumption billing. Context overhead, retries, review time and prompt maintenance: nobody budgets for them, and the bill arrives anyway.
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Articles
On AI transformation, governance and agentic systems in production.
Longer reads that follow one thread: what it takes for AI to hold up in real organisations. Selected pieces are published on Unite.AI. More will appear directly here.
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Articles written for Unite.AI, an international publication covering artificial intelligence.
Unite.AI
We Need to Stop Calling Everything Vibe Coding
Vibe coding and AI-assisted engineering are not the same discipline, and the difference shows in production. AI may write most of the code. Responsibility for shipping it still belongs to us.
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The Business Analyst in the Age of AI Agents
What is disappearing is not the analyst role, it is its periphery. Where the judgment stays human, and three career paths that build on it.
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When AI Is Right and the Process Is Wrong
Outdated documentation, undocumented exceptions, approvals built for human speed. Deploying AI reveals process problems that always existed but were never visible.
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Why Enterprise AI Breaks After Deployment – and What to Do About It
The pilot worked. Production is where it breaks: unclear accountability, no way to intervene, data governance that was never designed for AI.
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