--- title: When strategy shifts, how quickly can your organization... description: A report titled 'Leading the human + AI enterprise' introduces the concept of mean time to pivot (MTTP), measuring the delay between a strategic decision and... canonical: https://daily.dev/posts/when-strategy-shifts-how-quickly-can-your-organization-follow--opvl3gxyh twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: When strategy shifts, how quickly can your organization follow? | daily.dev og:description: A report titled 'Leading the human + AI enterprise' introduces the concept of mean time to pivot (MTTP), measuring the delay between a strategic decision and... og:url: https://daily.dev/posts/when-strategy-shifts-how-quickly-can-your-organization-follow--opvl3gxyh og:image: https://api.daily.dev/og/posts/opVL3gXYh.png og:image:alt: When strategy shifts, how quickly can your organization follow? og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # When strategy shifts, how quickly can your organization follow? **[Atlassian](https://daily.dev/sources/atlassian)** · 6 min read · 0 upvotes · 0 comments ## Summary A report titled 'Leading the human + AI enterprise' introduces the concept of mean time to pivot (MTTP), measuring the delay between a strategic decision and actual reallocation of resources, funding, and technology. Data shows only 5% of organizations act the same day a problem is detected, while nearly two-thirds take a month or a full quarter. Structural causes include disconnected work and strategy data, periodic dependency management, fixed project funding, and separate governance processes across finance, IT, and delivery. A case from California's Department of Health Care Services illustrates how a delivery team finished an application faster than another department could produce required policy. The piece argues AI increases the cost of slow pivots by accelerating execution without necessarily accelerating redirection, and proposes a faster operating model that connects decisions to funding, dependencies, and team capacity. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What is mean time to pivot (MTTP) in strategic portfolio management? Mean time to pivot is the measure of how long it takes an organization to move from a clear signal to an actual change in resource allocation, such as reassigning funding, capacity, technology, or AI agent direction. It goes beyond updating a strategy document; research found only 5% of organizations act the same day a problem is detected, while 44% take up to a month and 20% take a full quarter. _daily.dev surfaces analysis like this for engineering leaders navigating slow-moving organizational change._ ### Why do organizations take so long to reallocate resources after a strategic decision? Delays stem from disconnected work and strategy data, periodic rather than continuous dependency management, fixed project funding that stays attached to prior initiatives, separate governance processes across finance, IT, and delivery, and manual reporting needed before leaders can act. For example, 45% of organizations only manage cross-functional dependencies during periodic planning cycles rather than as issues arise. _Engineering leads weighing process changes can track this kind of organizational research on daily.dev._ ## Similar posts on daily.dev - [Atlassian research: Your strategy isn’t broken. Your organization just can’t move.](https://daily.dev/posts/atlassian-research-your-strategy-isn-t-broken-your-organization-just-can-t-move--jo6rbznse) · Atlassian · 0 upvotes · 0 comments - [Practical implementation considerations to close the AI value gap](https://daily.dev/posts/practical-implementation-considerations-to-close-the-ai-value-gap-bx8r5lw9b) · AWS · 0 upvotes · 0 comments - [The hidden cost of leaders manually holding the organization together](https://daily.dev/posts/the-hidden-cost-of-leaders-manually-holding-the-organization-together-yoogpmsth) · Atlassian · 0 upvotes · 0 comments - [When AI Changes the Work, Leadership Has to Change with It](https://daily.dev/posts/when-ai-changes-the-work-leadership-has-to-change-with-it-ncfx6ploi) · Medium · 0 upvotes · 0 comments - [How SaaS Leaders Can Move From AI Hype to ROI in 2026](https://daily.dev/posts/how-saas-leaders-can-move-from-ai-hype-to-roi-in-2026-vks22eq5n) · The New Stack · 1 upvotes · 0 comments --- Tags: [#leadership](https://daily.dev/tags/leadership) [View this post on daily.dev](https://daily.dev/posts/when-strategy-shifts-how-quickly-can-your-organization-follow--opvl3gxyh) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"When strategy shifts, how quickly can your organization follow?","url":"https://daily.dev/posts/when-strategy-shifts-how-quickly-can-your-organization-follow--opvl3gxyh","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/when-strategy-shifts-how-quickly-can-your-organization-follow--opvl3gxyh"},"datePublished":"2026-09-28T21:15:02.593Z","dateModified":"2026-09-28T21:15:23.970Z","description":"A report titled 'Leading the human + AI enterprise' introduces the concept of mean time to pivot (MTTP), measuring the delay between a strategic decision and...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/40fc3759032ce924dc5d1893e6e30653?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/40fc3759032ce924dc5d1893e6e30653?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Atlassian","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Atlassian","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/44750d8e66de4411bb477159b321bb43","url":"https://daily.dev/sources/atlassian"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/when-strategy-shifts-how-quickly-can-your-organization-follow--opvl3gxyh","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"leadership","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Atlassian","item":"https://daily.dev/sources/atlassian"},{"@type":"ListItem","position":3,"name":"When strategy shifts, how quickly can your organization follow?"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/when-strategy-shifts-how-quickly-can-your-organization-follow--opvl3gxyh#faq","mainEntity":[{"@type":"Question","name":"What is mean time to pivot (MTTP) in strategic portfolio management?","acceptedAnswer":{"@type":"Answer","text":"Mean time to pivot is the measure of how long it takes an organization to move from a clear signal to an actual change in resource allocation, such as reassigning funding, capacity, technology, or AI agent direction. 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