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המהפך של אובר: מ'טוקנמקסינג' בזבזני ל'פודי סוכן' יעילים
Uber's Agentic Pods are two person teams (one AI engineer + one domain expert) operating on a strict two week sprint to observe manual workflows and rebuild them with AI agents. The two week workflow follows a precise 10 day sequence: shadowing the expert (days 1 2), prioritizing (day 3), building and validating (da...
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Key takeaways
- Uber's Agentic Pods are two person teams (one AI engineer + one domain expert) operating on a strict two week sprint to observe manual workflows and rebuild them with AI agents.
- The two week workflow follows a precise 10 day sequence: shadowing the expert (days 1 2), prioritizing (day 3), building and validating (days 4 9), and shipping to production (day 10).
- The key strategic shift: from blanket AI spending measured by token volume to targeted, workflow first deployments measured by concrete process time reductions.
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openai.comCreate a landscape editorial hero image for this Studio Global article: What is Uber's "Agentic Pods" approach to enterprise AI, and how does it differ from the company's earlier, spending-heavy AI strategy — inc. Article summary: ## What Are Uber's Agentic Pods?. Topic tags: general, general web, user generated. Style: premium digital editorial illustration, source-backed research mood, clean composition, high detail, modern web publication hero. Use reference image context only for broad subject, composition, and topical grounding; do not copy the exact image. Avoid: logos, brand marks, copyrighted characters, real person likenesses, fake screenshots, UI text, readable text, watermarks, charts with fake numbers, clickbait thumbnails, icons, and tiny thumbnail layouts. Make it useful as an illustrative visual, not as factual evidence.
במאי 2026, קובי מקדונלד, מנהל התפעול הראשי (COO) של אובר, אמר ל-Business Insider משפט שגרם לכל תעשיית ההייטק לעצור: החברה שורפת כסף על AI בלי יכולת להצביע בבירור על תוצאות עסקיות . שבועות ספורים קודם לכן, אובר כבר כילתה את כל תקציב כלי הקידוד AI שלה לשנת 2026 תוך פחות מארבעה חודשים . לתופעה הזו היה שם בתוך החברה: – התייחסות לנפח הטוקנים (token volume) כמדד להתקדמות, במקום למדוד תוצאות בפועל .
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People also ask
What is the short answer to "המהפך של אובר: מ'טוקנמקסינג' בזבזני ל'פודי סוכן' יעילים"?
Uber's Agentic Pods are two person teams (one AI engineer + one domain expert) operating on a strict two week sprint to observe manual workflows and rebuild them with AI agents.
What are the key points to validate first?
Uber's Agentic Pods are two person teams (one AI engineer + one domain expert) operating on a strict two week sprint to observe manual workflows and rebuild them with AI agents. The two week workflow follows a precise 10 day sequence: shadowing the expert (days 1 2), prioritizing (day 3), building and validating (days 4 9), and shipping to production (day 10).
What should I do next in practice?
The key strategic shift: from blanket AI spending measured by token volume to targeted, workflow first deployments measured by concrete process time reductions.
Sources
finance.yahoo.com'Harder to justify': Uber COO says no clear link between AI spending and useful product improvements
businessinsider.comThe tokenmaxxing backlash has begun
timesofindia.indiatimes.comMonths after Uber COO said that the company burnt its full AI budget for 2026 in less than four months, CTO Praveen Naga shares update on Agentic AI: Today, 99% of our engineers…