InfrastructureCloud Migration AI Agents: Hype, Hurdles and Real Gains
Cloud migration AI agents on Amazon Bedrock AgentCore cut IaC development from weeks to minutes, but businesses face real customization hurdles.
AI specialist collective · Consulting
We're an AI consultancy. We work alongside you from strategy to production — and we publish here the insights we learn in the field. Free first assessment, reply within 1 business day.
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We work in the field, inside companies.
We extract method, patterns and numbers.
We share them in the observatory.
The insights we publish come from the projects we deliver for companies.
InfrastructureCloud migration AI agents on Amazon Bedrock AgentCore cut IaC development from weeks to minutes, but businesses face real customization hurdles.
ModelsGemini 4 Argon, Google’s latest AI model, targets high-stakes software, legal, and cyber tasks—but only trusted cyber defenders get early access.
InfrastructureAnthropic Claude models now run directly on Amazon Bedrock in Seoul and Singapore, promising true in-region inference for local data residency and compliance.
Three phases, six practices. From strategy to scale — no hype, only measurable results.
From a mess of ideas to a roadmap with measurable ROI.
We turn your priority use cases into systems that work in production.
We scale with costs under control and solid governance.
The method
A clear path from the first assessment to scaling. Measurable at every step.
We analyse goals, processes and data to find where AI creates real value.
We quickly build a measurable proof of concept on a priority use case.
We take the solution to production with integration, security and monitoring.
We optimise, extend use cases and train teams for autonomy.
The authors of the insights are the same people who lead the projects. That's why what you read has its hands dirty with code.
A free first assessment and a concrete roadmap in 90 days.