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Blogs, case studies, whitepapers and research notes on agentic workflows, AI readiness and enterprise AI deployment.

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How to run a skills gap analysis on one critical role in two weeks

A skills gap analysis is a subtraction: the level a role requires, minus the level your people can actually demonstrate on evidence, equals the gap. This is the two-week pilot we recommend to every HR team that hasn't started — one critical role, its core skills, a gap heatmap of required vs measured with level and confidence — small enough to finish, real enough to change the conversation with leadership.

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Playbook9 min read

Deploying AI models to production on AWS and GCP

Getting a model from notebook to production on AWS or GCP requires decisions on serving framework, autoscaling strategy, latency SLAs and CI/CD — this playbook covers each decision point.

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