🕐 --:--
-- --
عاجل
⚡ عاجل: كريستيانو رونالدو يُتوّج كأفضل لاعب كرة قدم في العالم ⚡ أخبار عاجلة تتابعونها لحظة بلحظة على خبر ⚡ تابعوا آخر المستجدات والأحداث من حول العالم
⌘K
AI مباشر | -- مشاهد مباشر
1,036,783 مقال 401 مصدر نشط 228 قناة مباشرة 3,543 خبر اليوم
آخر تحديث: منذ ثانية

Stop Piloting Everything: How To Know When You're Ready To Scale

اقتصاد
Forbes
2026/06/03 - 13:30 519 مشاهدة
تحليل ذكي | AI Editorial Analysis

InnovationStop Piloting Everything: How To Know When You're Ready To ScaleByKeith Yandell,Forbes Councils Member.for Forbes Technology CouncilCOUNCIL POSTExpertise from Forbes Councils members, operat...

Opinions expressed are those of the author.

| Membership (fee-based)Jun 03, 2026, 09:30am EDT--:-- / --:--This voice experience is generated by AI.

هذا الخبر من Forbes. خبر يقدم أدوات ذكاء اصطناعي للتلخيص والترجمة والاستماع.

InnovationStop Piloting Everything: How To Know When You're Ready To ScaleByKeith Yandell,Forbes Councils Member.for Forbes Technology CouncilCOUNCIL POSTExpertise from Forbes Councils members, operated under license. Opinions expressed are those of the author. | Membership (fee-based)Jun 03, 2026, 09:30am EDT--:-- / --:--This voice experience is generated by AI. Learn more.This voice experience is generated by AI. Learn more.Keith Yandell is Executive VP of Innovation at FORTÉ, a global provider of communication and collaboration solutions. getty​For years, the path from idea to implementation followed a familiar rhythm. This involved:• Spending months building a proof of concept• Earning buy-in with key stakeholders• Securing funding/budget approval• Getting the green lightNext, you move into pilot, bring in a subset of users, pressure-test the solution and determine what it did (or didn't do) for the business. Then, it’s time for production. Depending on the solution, the whole cycle might take a year or more.Think about the AI capabilities that come at us today within a one-year window. Solutions evaluated at the proof-of-concept stage are irrelevant by the time you're ready to launch. And so, you find yourself stuck in what I'd call a pilot loop. The solution you're piloting gets replaced by a new feature or capability and you pilot that instead. You constantly play catch-up with innovation rather than moving the business forward.At a recent industry conference, I heard the same message repeatedly from business leaders:The traditional pilot model no longer matches the pace of AI innovation.​The Real Cost Of Staying Stuck In Pilot ModeThe competitive risk is obvious. A company more willing to take measured risk can deliver the same outcomes at a fraction of the cost. Vibe coding is a useful example. A traditional development approach charges clients for the hours it takes to build something from scratch. A team that has thoughtfully embr...
المصدر: Forbes | Source: Forbes

ملاحظة تحريرية | Editorial Note: نُشر هذا المقال في الأصل بواسطة Forbes. خبر (Khabr) هي منصة إعلامية أردنية مرخّصة تعمل بالذكاء الاصطناعي. نضيف قيمة تحريرية من خلال: تحليل ذكي للأخبار، ملخصات تلقائية، رواية صوتية بالذكاء الاصطناعي، ترجمة متعددة اللغات، وتدقيق الحقائق. هدفنا جعل الأخبار أكثر وضوحاً وسهولةً للقارئ العربي.

This article was originally published by Forbes. Khabr is a licensed Jordanian AI-powered news platform (Registration #82086). We add editorial value through: AI-powered news analysis, automated summaries, AI audio narration, multi-language translation (Arabic, English, French, Turkish), and AI fact-checking. Our mission is to make news more accessible and understandable for Arabic-speaking audiences worldwide.

مشاركة:

المزيد عن اقتصاد | More on Economy

هذا الخبر ضمن تغطية خبر لقسم اقتصاد. نقدّم لك تحليلات ذكية وملخصات يومية لأهم الأخبار من مصادر موثوقة متعددة. المصدر: Forbes. يوجد 6 مقالات مرتبطة بهذا الموضوع.

This article is part of Khabr's coverage of Economy. We provide AI-powered analysis, summaries, and multi-source aggregation to keep you informed. Source: Forbes. Tags: business, scaling, advice.

مقالات ذات صلة

AI
يا هلا! اسألني أي شي 🎤
🔍
FREE Free 1GB Internet + Free International Calls

$1 trial — eSIM in 190+ countries — No roaming charges

Download Free