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Bridging AI Complexity with Commercial Decisions: A Practical Guide for AWS Startups
This guide helps AWS startups align AI strategies with business goals, focusing on measurable ROI, secure data management, cost optimization, and scalable pilots using AWS tools for effective AI adoption and growth.
Alex Boardman
Mar 265 min read


How to prioritise AI use cases that actually grow revenue (for AWS‑native startups)
This guide helps AWS-native startups prioritize AI projects that drive revenue by aligning with business needs, balancing resources, leveraging GenAI, managing costs, ensuring security, and choosing build vs buy strategies effectively.
Alex Boardman
Mar 226 min read


Balancing AI ambition with FinOps reality on AWS: a practical playbook for scaling startups
This playbook guides startups on AWS to balance AI innovation with financial discipline, covering cost forecasting, controlled experimentation, build vs buy choices, LLM cost optimization, infrastructure selection, FinOps strategies, and a 90-day scaling plan.
Alex Boardman
Mar 203 min read


Bridging the AI communication gap: turning technical complexity into investor and sales value
This guide helps AI founders translate complex tech into clear business value, boosting investor appeal and sales by crafting tailored narratives, simplifying concepts, and aligning solutions with customer needs.
Alex Boardman
Mar 174 min read


AI and Data Leadership on AWS: A Practical Playbook for Commercial Outcomes
This playbook guides AWS startups to align AI and data efforts with commercial goals, emphasizing strategic focus, secure data management, build vs buy decisions, and leveraging AWS tools plus MLOps and FinOps for scalable, profitable AI outcomes.
Alex Boardman
Mar 113 min read


AI adoption on AWS, without the noise: a practical playbook
This playbook offers a clear AWS AI adoption framework: prioritize use cases tied to revenue or risk, assess data readiness, choose buy vs. build wisely, and plan costs for successful, aligned AI integration.
Alex Boardman
Feb 173 min read
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