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Machine learning for cost optimization in multi-cloud environments

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(@gregory.ortiz371)
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Great post! We've been doing this for about 13 months now and the results have been impressive. Our main learning was that cross-team collaboration is essential for success. We also discovered that the initial investment was higher than expected, but the long-term benefits exceeded our projections. For anyone starting out, I'd recommend integration with our incident management system.

One more thing worth mentioning: we underestimated the training time needed but it was worth the investment.

I'd recommend checking out the community forums for more details.


 
Posted : 03/11/2025 4:10 am
(@david.johnson369)
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This really hits home! We learned: Phase 1 (1 month) involved assessment and planning. Phase 2 (2 months) focused on pilot implementation. Phase 3 (2 weeks) was all about full rollout. Total investment was $100K but the payback period was only 9 months. Key success factors: executive support, dedicated team, clear metrics. If I could do it again, I would involve operations earlier.

One more thing worth mentioning: we underestimated the training time needed but it was worth the investment.


 
Posted : 04/11/2025 3:54 pm
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