# The Early Scale: Dreamforce Focuses on AI, But Lacks Concrete ROI Data

By MarketScale Newsroom · Published 2026-09-07 · Business Services on MarketScale
Canonical: https://www.marketscale.com/industries/business-services/the-early-scale-2026-09-07
Creator hub: The Early Scale

> Dreamforce 2026 spotlights AI but lacks ROI insights, urging leaders to validate AI investments. SHRM advises HRs to shift to continuous benefits management, while the EU delays new MDR standards to 2028, offering medtech firms strategic respite.

## Key points

- AI adoption has outpaced proven ROI across tech, construction, and marketing, requiring leaders to scrutinize promised returns before committing new spending
- SHRM's benchmarking study of 4,000+ employers advocates continuous benefits management in 2026 to enable more flexible vendor negotiations and agile HR strategies
- EU delayed Medical Device Regulation compliance to 2028, providing medtech manufacturers extended runway to align processes with global standards

## The lead

Businesses across industries are navigating a transformative phase in AI but with mixed returns. While universal AI adoption is a bold step, proving its effectiveness remains tricky. In tech, construction, and marketing, the theme is clear: adoption has outpaced ROI, forcing leaders to rethink their strategy. Being first to market with AI may win headlines, but does it win business?

## Sources

- [UC Today](https://uctoday.com/dreamforce-2026-event-guide) (UC Today)
- [HR Dive](https://www.hrdive.com/news/latest-shrm-benchmarking-report-offers-data-on-recruiting-salary-and-more/423809/) (HR Dive)
- [Medical Design & Outsourcing](https://www.medicaldesignandoutsourcing.com/mdr-transition-delay/) (Medical Design & Outsourcing)
- [Reuters](https://www.reuters.com/world/india/indias-tcs-unit-invest-up-74-billion-ai-data-center-campus-2026) (Reuters)
- [Gartner](https://www.gartner.com/en/newsroom/press-releases/2026-05-11-gartner-2026-cmo-spend-survey-finds-cmos-allocate-15-point-3-percent-of-marketing-budgets-to-ai-but-only-30-percent-are-ready-to-scale-ai-capabilities) (Gartner)
- [GlobeNewswire](https://www.globenewswire.com/news-release/2026/09/02/3354910/0/en/ai-use-reaches-100-among-u-s-revenue-leaders-surveyed-but-only-1-in-5-report-production-ready-ai.html) (GlobeNewswire)
- [For Construction Pros](https://www.forconstructionpros.com/business/news/12187970/first-all-cross-laminated-timber-constructed-hotel-in-us-complete) (For Construction Pros)
- [Transportation Today News](https://transportationtodaynews.com/news/37894-port-executives-say-ports-face-6-7b-cargo-equipment-upgrade-costs-over-five-years) (Transportation Today News)
- [The Fabricator](https://www.thefabricator.com/thefabricator/article/shopmanagement/2023-fab-40-metal-fabrication-leader-gears-up-for-continued-growth-as-global-supply-chains-shift) (The Fabricator)
- [Transport Topics](https://www.ttnews.com/articles/diesel-hits-record-price) (Transport Topics)

Tags: The Early Scale, B2B News, Morning Brief, MarketScale, AI, HR, medtech, regulation, ROI

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