AI Breakdown

Your AI Plan Needs A Return Number Before A Purchase Order

November 15, 2026ยท8 min
Episode Description from the Publisher

๐Ÿ•๐Ÿ—% ๐จ๐Ÿ ๐ญ๐ก๐ž ๐œ๐จ๐ฆ๐ฉ๐š๐ง๐ข๐ž๐ฌ ๐ญ๐ก๐š๐ญ ๐ฆ๐ž๐š๐ฌ๐ฎ๐ซ๐ž๐ ๐ข๐ญ ๐ฌ๐š๐ข๐ ๐ญ๐ก๐ž๐ข๐ซ ๐€๐ˆ ๐œ๐ก๐ข๐ฉ๐ฌ ๐ฌ๐ข๐ญ ๐ข๐๐ฅ๐ž ๐ก๐š๐ฅ๐Ÿ ๐ญ๐ก๐ž ๐ญ๐ข๐ฆ๐ž ๐จ๐ซ ๐ฆ๐จ๐ซ๐ž. ๐Ÿ˜ณAnd 70% of those plan a new or replacement AI computing platform within twelve months. The survey did not ask why, which leaves an uncomfortable gap between the two numbers.This week on ๐“๐ก๐ž ๐€๐ˆ ๐๐ซ๐ž๐š๐ค๐๐จ๐ฐ๐ง, we close the theme:๐“๐ก๐ž ๐ˆ๐ง๐ญ๐ž๐ฅ๐ฅ๐ข๐ ๐ž๐ง๐ญ ๐’๐ฆ๐š๐ฅ๐ฅ ๐๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌA chip that idles half the day still sends an invoice at full price.Inside the episode:๐Ÿ”ด Of 64 companies planning new platforms in one month's survey, 58 had no finance reviewed return on investment figure๐Ÿ”ด The same model costing up to three times as much per task depending on the harness around it, with one agent sending 16,581 tokens of instructions against 829 in a lightweight alternative๐Ÿ”ด Traffic from AI answers at about 0.62% of Google organic volume in one study, converting at 13.8% against roughly 3%๐Ÿ”ด A founder who bootstrapped to $150 million in bookings on events and cold callsWrite the return in one sentence before the purchase order. ๐ŸŽ™๏ธStream on :โ–ถ๏ธ Youtube: https://www.youtube.com/@SMBAIHUBโ–ถ๏ธ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyqโ–ถ๏ธ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdownโ–ถ๏ธ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599โ–ถ๏ธ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/โ–ถ๏ธ Web: smbaimagazine.comโ–ถ๏ธ Web: smbaipodcast.comDisclaimer: The information shared in this podcast is for general informational purposes only and should not be considered as direct financial or business advice. Always consult with a qualified professional for advice specific to your situation. This is an Independent commentary. Third-party excerpts are credited on screen or in the show notes. Some voices in this program are AI-generated.

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