https://roadmapfile.com/articles/customer-reviews-emerge-as-a-battleground-in-ai-product-discovery-3afe21b4 Roadmap File en 2026-10-10T10:04:54.950Z Customer Reviews Emerge as a Battleground in AI Product Discovery https://roadmapfile.com/articles/why-saas-is-moving-from-features-to-outcomes-c5afb8ab Roadmap File en 2026-10-10T10:04:54.950Z Why SaaS Is Moving From Features to Outcomes https://roadmapfile.com/articles/saas-price-hikes-for-existing-customers-the-retention-problem-793144c9 Roadmap File en 2026-10-10T07:39:54.668Z SaaS Price Hikes for Existing Customers: The Retention Problem https://roadmapfile.com/articles/luxury-escapes-grows-customer-base-29-on-14-fewer-messages-6b389f0c Roadmap File en 2026-10-10T07:39:54.668Z Luxury Escapes grows customer base 29% on 14% fewer messages https://roadmapfile.com/articles/svpg-publishes-the-purpose-of-prototypes-in-product-creator-series-46b483c1 Roadmap File en 2026-10-10T07:39:54.668Z SVPG Publishes 'The Purpose of Prototypes' in Product Creator Series https://roadmapfile.com/articles/where-you-place-an-ai-chat-box-decides-if-it-works-093400d2 Roadmap File en 2026-10-10T07:39:54.668Z Where you place an AI chat box decides if it works https://roadmapfile.com/articles/saas-firms-hit-pause-on-ai-automation-and-rehire-engineers-267a2336 Roadmap File en 2026-10-10T07:39:54.668Z SaaS Firms Hit Pause on AI Automation and Rehire Engineers https://roadmapfile.com/articles/shipping-faster-winning-less-svpg-names-the-ai-productivity-paradox-b9e61431 Roadmap File en 2026-10-10T07:39:54.668Z Shipping Faster, Winning Less: SVPG Names the AI Productivity Paradox https://roadmapfile.com/articles/svpg-one-product-role-100-definitions-and-a-call-to-pick-yours-7fa506cc Roadmap File en 2026-10-10T07:39:54.668Z SVPG: One Product Role, 100+ Definitions, and a Call to Pick Yours https://roadmapfile.com/articles/vmware-s-post-broadcom-subscription-push-risks-losing-its-smb-base-28c0cb5e Roadmap File en 2026-10-10T07:39:54.668Z VMware's Post-Broadcom Subscription Push Risks Losing Its SMB Base https://roadmapfile.com/articles/svpg-s-experts-lead-experts-ai-and-the-flattened-product-org-95e91fd9 Roadmap File en 2026-10-10T07:39:54.668Z SVPG's 'Experts Lead Experts': AI and the Flattened Product Org https://roadmapfile.com/articles/stabilization-is-the-strategy-stop-treating-fixes-as-maintenance-e7945a83 Roadmap File en 2026-10-10T07:39:54.668Z Stabilization Is the Strategy: Stop Treating Fixes as 'Maintenance' https://roadmapfile.com/articles/svpg-rewires-product-coaching-advice-for-ai-shaped-pm-roles-94616948 Roadmap File en 2026-10-10T07:39:54.668Z SVPG Rewires Product Coaching Advice for AI-Shaped PM Roles https://roadmapfile.com/articles/svpg-s-build-to-learn-faq-doubles-down-on-discovery-as-ai-cuts-delivery-costs-761edd9a Roadmap File en 2026-10-10T07:39:54.668Z SVPG's Build To Learn FAQ Doubles Down on Discovery as AI Cuts Delivery Costs https://roadmapfile.com/articles/sap-moves-from-subscriptions-to-ai-use-based-pricing-86bf8df6 Roadmap File en 2026-10-10T07:39:54.668Z SAP moves from subscriptions to AI use-based pricing https://roadmapfile.com/articles/harvest-pricing-overhaul-drives-renewal-increases-up-to-1-500-35f1eedf Roadmap File en 2026-10-10T07:39:54.668Z Harvest Pricing Overhaul Drives Renewal Increases Up to 1,500% https://roadmapfile.com/articles/great-products-aren-t-enough-inside-svpg-s-counterintuitive-thesis-72aa6e5f Roadmap File en 2026-10-10T07:39:54.668Z Great Products Aren't Enough: Inside SVPG's Counterintuitive Thesis https://roadmapfile.com/articles/58-of-product-teams-still-run-roadmaps-built-to-break-183b9c1e Roadmap File en 2026-10-10T07:39:54.668Z 58% of Product Teams Still Run Roadmaps Built to Break https://roadmapfile.com/articles/saas-margin-compression-a-pricing-problem-not-an-ai-one-835ada76 Roadmap File en 2026-10-10T07:39:54.668Z SaaS Margin Compression: A Pricing Problem, Not an AI One https://roadmapfile.com/articles/verification-loops-ship-code-pms-own-the-loop-that-ships-impact-bc44d102 Roadmap File en 2026-10-10T07:39:54.668Z Verification loops ship code. PMs own the loop that ships impact. https://roadmapfile.com/articles/atlassian-s-cpo-product-roles-are-expanding-not-converging-31d0861f Roadmap File en 2026-10-10T07:39:54.668Z Atlassian's CPO: Product Roles Are Expanding, Not Converging https://roadmapfile.com/articles/why-stakeholders-make-or-break-the-product-operating-model-4c71d700 Roadmap File en 2026-10-10T07:39:54.668Z Why Stakeholders Make or Break the Product Operating Model https://roadmapfile.com/articles/ai-evals-move-from-engineering-to-product-teams-a-practical-framework-fc705938 Roadmap File en 2026-10-10T07:39:54.668Z AI Evals Move From Engineering to Product Teams: A Practical Framework https://roadmapfile.com/articles/ai-native-saas-value-architecture-what-pms-need-to-know-ac52fa00 Roadmap File en 2026-10-10T07:39:54.668Z AI-native SaaS value architecture: what PMs need to know https://roadmapfile.com/articles/build-to-learn-vs-build-to-earn-svpg-names-the-choice-teams-avoid-b53f4519 Roadmap File en 2026-10-10T07:39:54.668Z Build to Learn vs Build to Earn: SVPG names the choice teams avoid https://roadmapfile.com/articles/forcing-platform-okrs-onto-revenue-metrics-breaks-the-feedback-loop-b4d53808 Roadmap File en 2026-10-10T07:39:54.668Z Forcing Platform OKRs Onto Revenue Metrics Breaks the Feedback Loop https://roadmapfile.com/articles/when-velocity-hides-drift-the-bottom-up-roadmap-trap-2c2825a9 Roadmap File en 2026-10-10T07:39:54.668Z When Velocity Hides Drift: The Bottom-Up Roadmap Trap https://roadmapfile.com/articles/agentic-ai-forces-saas-vendors-to-rethink-per-seat-pricing-656d04e1 Roadmap File en 2026-10-10T07:39:54.668Z Agentic AI Forces SaaS Vendors To Rethink Per-Seat Pricing https://roadmapfile.com/articles/orchestration-not-agents-cut-enterprise-ai-costs-by-up-to-61-68541a09 Roadmap File en 2026-10-10T07:39:54.668Z Orchestration, Not Agents, Cut Enterprise AI Costs by Up to 61% https://roadmapfile.com/articles/strong-opinions-loosely-held-ten-product-mistakes-since-inspired-2aaa3608 Roadmap File en 2026-10-10T07:39:54.668Z Strong Opinions, Loosely Held: Ten Product Mistakes Since INSPIRED https://roadmapfile.com/articles/why-standard-okr-frameworks-quietly-fail-platform-teams-34a951c0 Roadmap File en 2026-10-10T07:39:54.668Z Why Standard OKR Frameworks Quietly Fail Platform Teams https://roadmapfile.com/articles/trash-can-tracking-why-your-discarded-ideas-measure-discovery-health-033bd8c6 Roadmap File en 2026-10-10T07:39:54.668Z Trash Can Tracking: Why Your Discarded Ideas Measure Discovery Health https://roadmapfile.com/articles/product-teams-can-t-prove-roi-because-jira-never-asked-ebcd4bdc Roadmap File en 2026-10-10T07:39:54.668Z Product Teams Can't Prove ROI Because Jira Never Asked https://roadmapfile.com/articles/ai-reshapes-saas-pricing-what-the-business-insider-take-means-2a8d19e9 Roadmap File en 2026-10-10T07:39:54.668Z AI Reshapes SaaS Pricing: What the Business Insider Take Means https://roadmapfile.com/articles/the-ai-augmented-product-owner-modernizing-product-workflows-1bf3e3eb Roadmap File en 2026-10-10T07:39:54.668Z The AI-Augmented Product Owner: Modernizing Product Workflows https://roadmapfile.com/articles/hubspot-moves-ai-pricing-from-per-use-credits-to-per-resolution-e7615374 Roadmap File en 2026-10-10T07:34:54.671Z HubSpot Moves AI Pricing From Per-Use Credits to Per Resolution https://roadmapfile.com/articles/hbr-the-digital-product-model-beats-the-project-model-a5e2eee0 Roadmap File en 2026-10-10T07:34:54.671Z HBR: The Digital Product Model Beats the Project Model https://roadmapfile.com/articles/vistaly-s-2-5-month-rewrite-replaced-three-years-of-product-code-dfd40ed7 Roadmap File en 2026-10-10T07:34:54.671Z Vistaly's 2.5-Month Rewrite Replaced Three Years of Product Code https://roadmapfile.com/articles/why-great-product-managers-design-for-failure-f197e996 Roadmap File en 2026-10-10T07:34:54.671Z Why Great Product Managers Design for Failure https://roadmapfile.com/articles/periodic-ai-governance-fails-once-agents-start-acting-409e15d6 Roadmap File en 2026-10-10T07:34:54.671Z Periodic AI Governance Fails Once Agents Start Acting https://roadmapfile.com/articles/ai-is-breaking-saas-per-seat-pricing-axios-reports-81bac21e Roadmap File en 2026-10-10T07:29:54.652Z AI Is Breaking SaaS Per-Seat Pricing, Axios Reports https://roadmapfile.com/articles/ai-agents-are-breaking-per-seat-saas-pricing-9b1df3e8 Roadmap File en 2026-10-10T07:29:54.652Z AI agents are breaking per-seat SaaS pricing https://roadmapfile.com/articles/apple-s-new-ceo-is-cutting-middle-managers-to-speed-up-launches-79cc76c8 Roadmap File en 2026-10-10T07:29:54.652Z Apple's new CEO is cutting middle managers to speed up launches https://roadmapfile.com/articles/ai-pricing-is-breaking-per-seat-saas-billing-and-cfos-are-scrambling-4ca18ee3 Roadmap File en 2026-10-10T07:29:54.652Z AI Pricing Is Breaking Per-Seat SaaS Billing, and CFOs Are Scrambling https://roadmapfile.com/articles/saas-pricing-leaves-seat-only-behind-as-hybrid-models-take-over-080dc995 Roadmap File en 2026-10-10T07:29:54.652Z SaaS pricing leaves seat-only behind as hybrid models take over https://roadmapfile.com/articles/cheaper-tokens-won-t-fix-enterprise-ai-salesforce-vp-tells-fortune-d51b1aaf Roadmap File en 2026-10-10T07:29:54.652Z Cheaper Tokens Won't Fix Enterprise AI, Salesforce VP Tells Fortune https://roadmapfile.com/articles/coupa-bets-on-outcome-based-pricing-amid-saas-contraction-fears-524cf478 Roadmap File en 2026-10-10T07:24:54.656Z Coupa bets on outcome-based pricing amid SaaS contraction fears https://roadmapfile.com/articles/ai-and-the-saas-reckoning-what-product-teams-should-do-now-cd8313f0 Roadmap File en 2026-10-10T07:24:54.656Z AI and the SaaS Reckoning: What Product Teams Should Do Now https://roadmapfile.com/articles/bain-reframes-ai-pricing-around-effort-usage-and-outcomes-5f2b12b5 Roadmap File en 2026-10-10T07:24:54.656Z Bain Reframes AI Pricing Around Effort, Usage, and Outcomes https://roadmapfile.com/articles/ai-agents-are-forcing-saas-to-rethink-pricing-and-product-design-b1b06738 Roadmap File en 2026-10-10T07:24:54.656Z AI Agents Are Forcing SaaS to Rethink Pricing and Product Design https://roadmapfile.com/articles/deloitte-tackles-the-agentic-saas-pricing-paradox-95c30f59 Roadmap File en 2026-10-10T07:24:54.656Z Deloitte tackles the agentic SaaS pricing paradox https://roadmapfile.com/articles/bain-per-seat-pricing-holds-but-new-saas-models-gain-ground-940cf4a7 Roadmap File en 2026-10-10T07:24:54.656Z Bain: Per-Seat Pricing Holds, But New SaaS Models Gain Ground https://roadmapfile.com/articles/ai-workloads-are-forcing-saas-vendors-off-per-seat-pricing-85a6ba7d Roadmap File en 2026-10-10T07:24:54.656Z AI Workloads Are Forcing SaaS Vendors Off Per-Seat Pricing https://roadmapfile.com/articles/ai-pricing-pushes-saas-dollars-off-the-software-budget-line-81a23877 Roadmap File en 2026-10-10T07:24:54.656Z AI Pricing Pushes SaaS Dollars Off the Software Budget Line https://roadmapfile.com/articles/uber-says-ai-prototyping-is-reshaping-how-it-builds-products-ecb6e24b Roadmap File en 2026-10-10T07:24:54.656Z Uber Says AI Prototyping Is Reshaping How It Builds Products https://roadmapfile.com/articles/anthropic-microsoft-and-gartner-point-to-a-saas-billing-reckoning-8199ee2b Roadmap File en 2026-10-10T07:24:54.656Z Anthropic, Microsoft and Gartner Point to a SaaS Billing Reckoning https://roadmapfile.com/articles/microsoft-adds-usage-based-billing-to-copilot-expanding-agent-pricing-f9622bf8 Roadmap File en 2026-10-10T07:24:54.656Z Microsoft adds usage-based billing to Copilot, expanding agent pricing https://roadmapfile.com/articles/agentic-ai-will-reshape-234b-in-saas-spending-gartner-781e02b8 Roadmap File en 2026-10-10T07:24:54.656Z Agentic AI Will Reshape $234B in SaaS Spending: Gartner https://roadmapfile.com/articles/deloitte-targets-outcome-based-pricing-for-agentic-ai-products-b4e393c5 Roadmap File en 2026-10-10T07:24:54.656Z Deloitte Targets Outcome-Based Pricing for Agentic AI Products https://roadmapfile.com/articles/gartner-releases-2026-hype-cycle-for-chief-product-officers-54ed4251 Roadmap File en 2026-10-10T07:19:54.629Z Gartner Releases 2026 Hype Cycle for Chief Product Officers https://roadmapfile.com/articles/openai-drops-chatgpt-instant-checkout-pivots-to-product-discovery-93b40e5f Roadmap File en 2026-10-10T07:09:54.631Z OpenAI Drops ChatGPT Instant Checkout, Pivots to Product Discovery https://roadmapfile.com/articles/microsoft-roadmap-hints-at-licensed-agentic-users-with-m365-seats-da8a1702 Roadmap File en 2026-10-10T07:09:54.631Z Microsoft roadmap hints at licensed 'Agentic Users' with M365 seats https://roadmapfile.com/articles/beyond-the-hype-how-to-build-a-working-ai-product-roadmap-f746a0c3 Roadmap File en 2026-10-10T07:09:54.631Z Beyond the Hype: How to Build a Working AI Product Roadmap https://roadmapfile.com/articles/roblox-turns-its-product-roadmap-into-advertising-inventory-f3739480 Roadmap File en 2026-10-10T07:09:54.631Z Roblox turns its product roadmap into advertising inventory https://roadmapfile.com/articles/cambridge-sets-out-12-roles-for-data-driven-product-org-design-92258f96 Roadmap File en 2026-10-10T07:04:54.611Z Cambridge Sets Out 12 Roles for Data-Driven Product Org Design https://roadmapfile.com/articles/ai-evals-become-the-pm-s-loop-2050-failures-is-all-you-need-to-start-4c86dc91 Roadmap File en 2026-10-10T07:04:54.611Z AI evals become the PM's loop: 20–50 failures is all you need to start https://roadmapfile.com/articles/amplitude-cuts-agent-costs-by-two-thirds-with-kimi-matching-sonnet-c5662a4c Roadmap File en 2026-10-10T07:04:54.611Z Amplitude Cuts Agent Costs by Two-Thirds With Kimi, Matching Sonnet https://roadmapfile.com/articles/mit-sloan-case-study-driving-adoption-of-a-new-product-at-toast-eb0b11b0 Roadmap File en 2026-10-10T07:04:54.611Z MIT Sloan Case Study: Driving Adoption of a New Product at Toast https://roadmapfile.com/articles/revolut-s-australian-banking-license-turns-the-neobank-threat-real-bd5f5c6d Roadmap File en 2026-10-10T07:04:54.611Z Revolut's Australian Banking License Turns the Neobank Threat Real https://roadmapfile.com/articles/why-financial-product-management-needs-its-own-playbook-efa25263 Roadmap File en 2026-10-10T07:04:54.611Z Why financial product management needs its own playbook https://roadmapfile.com/articles/jev-decision-model-70500ms-per-call-but-accuracy-gaps-remain-fd658133 Roadmap File en 2026-10-10T07:04:54.611Z Jev decision model: 70–500ms per call, but accuracy gaps remain https://roadmapfile.com/articles/the-moat-framework-when-your-company-is-actually-ready-for-plg-b577ac52 Roadmap File en 2026-10-10T06:54:54.581Z The MOAT Framework: When Your Company Is Actually Ready for PLG https://roadmapfile.com/articles/lucid-cpo-pivot-like-a-sailboat-not-a-speedboat-210fc876 Roadmap File en 2026-10-10T06:54:54.581Z Lucid CPO: Pivot Like a Sailboat, Not a Speedboat https://roadmapfile.com/articles/product-teams-don-t-need-more-autonomy-they-need-clearer-accountability-114be72d Roadmap File en 2026-10-10T06:49:54.570Z Product Teams Don't Need More Autonomy. They Need Clearer Accountability https://roadmapfile.com/articles/54-point-gap-product-leaders-badly-overrate-their-own-team-alignment-7da1ab34 Roadmap File en 2026-10-10T06:49:54.570Z 54-Point Gap: Product Leaders Badly Overrate Their Own Team Alignment https://roadmapfile.com/articles/orchestration-beats-model-choice-3361-ai-cost-cuts-without-switching-models-b3316ef6 Roadmap File en 2026-10-10T06:49:54.570Z Orchestration Beats Model Choice: 33–61% AI Cost Cuts Without Switching Models https://roadmapfile.com/articles/product-teams-don-t-have-a-prioritization-problem-they-have-a-confidence-problem-1a16d1d8 Roadmap File en 2026-10-10T06:49:54.570Z Product Teams Don't Have a Prioritization Problem — They Have a Confidence Problem https://roadmapfile.com/articles/your-backlog-has-a-hierarchy-problem-not-a-prioritization-problem-2d849a0b Roadmap File en 2026-10-10T06:49:54.570Z Your Backlog Has a Hierarchy Problem, Not a Prioritization Problem https://roadmapfile.com/articles/why-feedback-voting-portals-skew-your-product-roadmap-decisions-5f6376a7 Roadmap File en 2026-10-10T06:49:54.570Z Why Feedback Voting Portals Skew Your Product Roadmap Decisions https://roadmapfile.com/articles/mckinsey-the-copilot-era-is-ending-agents-are-next-d877d32c Roadmap File en 2026-10-09T17:49:57.970Z McKinsey: the copilot era is ending; agents are next https://roadmapfile.com/articles/nyc-starts-fining-companies-over-hard-to-cancel-subscriptions-92a83368 Roadmap File en 2026-10-09T16:59:53.419Z NYC Starts Fining Companies Over Hard-to-Cancel Subscriptions https://roadmapfile.com/articles/forbes-treat-your-product-roadmap-as-a-learning-system-d2f7dc0d Roadmap File en 2026-10-09T16:59:53.419Z Forbes: Treat Your Product Roadmap As A Learning System https://roadmapfile.com/articles/where-product-management-sits-in-the-org-chart-decides-its-success-db7e740e Roadmap File en 2026-10-08T11:25:48.989Z Where Product Management Sits in the Org Chart Decides Its Success