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|---|---|---|---|---|---|
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In 2024, the proportion of teams deploying daily with low failure rates dropped from 31% to 22%. At the same time, those deploying monthly or slower rose from 17% to 25%.
Your finance team is probably finalizing 2026 AI budgets this week. Most look at Q3 pilot costs; say, $8K spent on OpenAI API calls over three months and budget $35-40K for the whole year.
Most mid-market companies build for their first region and treat expansion as a market problem. The real question is whether your architecture from 500 customers can serve 5,000 across three continents.
Most teams celebrate AI projects deployment like it’s the finish line. Model accuracy hits the target, stakeholders see the demo, and then the team moves on to the next initiative.
The writers behind this newsletter.
CTO at Simform. I empower Engineering Leaders with the latest in AI, Software Product Engineering, Cloud Development, and everything tech.
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