# This new research challenges nearly every big AI narrative of 2026

> **Newsylist Open Intelligence Dossier** · First detected: 2026-06-26 12:20 UTC · Category: Business · Sources: 10 · Current Velocity: 7.91

## Executive Summary
New research is challenging established 2026 AI narratives as businesses struggle to quantify the actual return on their investments.

## Intelligence Brief
Enterprises are facing difficulties accounting for AI spending and measuring the return on investment (ROI) for these technologies. Recent research suggests a shift in the prevailing narratives surrounding AI's impact on business in 2026.


Coverage from MIT Sloan Management Review and Harvard Business Review focuses on management strategies, outlining three approaches to measuring ROI and identifying five specific types of AI investment. Forbes emphasizes the ongoing inability of companies to accurately account for their AI expenditures.


Future developments depend on whether businesses can successfully implement these new measurement frameworks to capture the value of their AI investments, as highlighted by Business Insider and academic business reviews.

## Verified Facts & Key Claims
### What is the primary struggle for companies regarding AI?
According to Forbes, companies are unable to account for their AI spend.

### How is the industry attempting to manage AI value?
Harvard Business Review identifies five types of AI investment to capture value, while MIT Sloan Management Review suggests three approaches to measuring and managing ROI.

### What is the significance of the recent research mentioned by Business Insider?
The research is described as challenging nearly every major AI narrative of 2026.

## Key People, Organizations & Locations
Telehealth & Telecare Aware, Why Companies Can't Account For Their AI Spend, Types of AI, Capture Their Value, Three Approaches, Measuring and Managing AI ROI

## Multi-Source Evidence Table
| Source Outlet | Headline | Published (UTC) | Verification URL |
|---|---|---|---|
| Traders Union | AI investment frenzy ends as Domo urges businesses to prioritize returns | 2026-06-26 09:01 | [Source Link](https://news.google.com/rss/articles/CBMie0FVX3lxTE82TnJDUExlRTN0YWFQWWdZcHNzakFTbzYxckdHMUFyb2RnUWxlV0JaTXZKUUJDa1ctRUtmSzA1ZlhXdkpOVEh2aVdELXBjTlZIU3hsa3NvM3hLWWV6YjNaU2tTT0hwMkV1aWVaVXJlTTJ1T3pOd2pJdUdUcw?oc=5) |
| GuruFocus | AI Investment Challenges Highlighted at Wedbush Conference | 2026-06-26 09:01 | [Source Link](https://news.google.com/rss/articles/CBMingFBVV95cUxOaDNnV1lyV0dmQXlpcWdLYlo4czhsa0szMUdZck9IaXhYY2NveW1xNV9CV042bmYzR2pJZC16dmlnQVhOaHlQaGY0M3dqckhEdURyN2xxOGhyeVI1ZG5FVjVUOTNZQnVFaFpaVVJfSmFLM08wUjEtbzBLdkZVenFieGNvZGxyOG5WZUNTUEFvVTV0Zk1hRndEeE00bkxaZw?oc=5) |
| Seeking Alpha | Returns?! Many enterprises lack benchmarks for measuring success of AI: Wedbush | 2026-06-26 09:01 | [Source Link](https://news.google.com/rss/articles/CBMitAFBVV95cUxPRDI1dWVxN0w5ME5hU2d1QmU0eXFYQUlOaTROTmVHV1VHY1locU5MRDNYbXVyN0dRcGZacVJFVkRKUF9jamdVZUdXVk1PZXBrWkF1QVFHVWJXWFRLVlZ4MXlzVFVoTHdGRy01RUs3c1dsUEZaYnN5YVdCNlRta3BkeHpUM29iNVlNRXlxV1ZaYjBUQXZBczVlbU80elRWb2ZxZjE4c3RVWHFvZy1EYmU0VUZRcTU?oc=5) |
| Forbes | Why Companies Can't Account For Their AI Spend | 2026-06-26 09:01 | [Source Link](https://news.google.com/rss/articles/CBMivAFBVV95cUxNeGFQUUwybVdZQnU3QTR2c0J1d3FxTm9uOUhmZlpHZV8tM0pwYUhTbGZYT1NUMmRsVTY0dXBsVHkxWkFkU0RtcWhZQ0Y2R3JTanVfTDRfNUpOeEYwRklvUGlFbmd1bE9uR05pTmZNVzFoQlFTcERwYTNJNWZKa0J1cmREaXdIbVNWTGhIb1Vsa2xCY2pUc2xZdHR6NnRoUDd3aFNBcUVwbE1jS2g1bjlxcVVJSWFXNThxR2FCXw?oc=5) |
| Telehealth and Telecare Aware | Telehealth & Telecare Aware | 2026-06-26 09:01 | [Source Link](https://news.google.com/rss/articles/CBMiigJBVV95cUxQeFJOSUFqaTJISXBqdHBBdEpyelZiN0RIWWJZa0hVbzdDSmk1ZUpLNWFUX0NMd0hiSGNuRy0xSm54REJLeWlIMVFmRjlmNEEyUFlLYnJwSERfOUhyQ1JHQzdEZVZJY3MzaVZaVjNTY1pDV3AxbjhPSjl6WkxpMkRHU3ZVTXZXZm8tOWsxYUNUZWRHRnJXZVZBYmdjdGZZRkFVVjh6UHdzeERqZ3RSOXAxUU5UZEFUUWhTS3RzS0lENUhQb003TWpnNGpuN2hrMTRIeUFRbXQ1cV9IbVJQTHJxNUtnbkVGN1R1WTYyNFhWN0xzRGlRZXBtb0tIYS1ta0o1eVJWbnhxcE44QQ?oc=5) |
| Harvard Business Review | The 5 Types of AI Investment–and How to Capture Their Value | 2026-06-26 09:01 | [Source Link](https://news.google.com/rss/articles/CBMiiwFBVV95cUxQT2dVeGdoeTlTMFY4MF9QVkV5VGxkQWREd0lrV09YX3kyNFNZWGV1N2k3Q3NsVkNoXzZRY1IyWlh1X3l5N3hoY0UxRVFlSW1IdnVuUnRuN0Uxc3ZNN1VhS0FDSGVZaFhadDVUWFRrVVpOUjdWOGEyNnVPS2Z1YlBZYjZGLVlEY3NNNGM0?oc=5) |
| MIT Sloan Management Review | Three Approaches to Measuring and Managing AI ROI | 2026-06-26 09:01 | [Source Link](https://news.google.com/rss/articles/CBMijwFBVV95cUxPNGdTVHpNbDM2ZG5QRzYtYzFVQlNOcnItVUJtVFFfTVAtQUhpZTBWWGpYWU10OW1KVnM1OXNSY25OTlA1SG9iRWt2SFYxUFJWMGs4eWkwd2puTWhqbUNfWmF4TC1KR0RtMGJlZzhNWVVud1gxWWRVb0ZZV2hOZ09hQTZfMWdEdWFPVGVKelAyZw?oc=5) |
| Business Insider | This new research challenges nearly every big AI narrative of 2026 | 2026-06-26 09:01 | [Source Link](https://news.google.com/rss/articles/CBMilwFBVV95cUxNVU91dHJOVEdoTDk5TjJmRkxiRFhZSjdobWFpVUFwQTVzaFFrbHI2dkpIcDYzY3VYcTJJcngxYVpuVm5nb01TQ3FOQ2EybUsydjZ2OGV4c3pnMnB3XzJJMlltdWtVQ2xmZVRkSTV6eWtJTFplcFpaeHpVd09Fbm84QVM3cmxReklqZXB3d1R2QUJUb1p1Z1pr?oc=5) |
| finews.com | What the First Surveys Reveal About AI Adoption | 2026-06-26 09:01 | [Source Link](https://news.google.com/rss/articles/CBMimwFBVV95cUxQS3hZNTYwbldpckgzVEw4VlJvLWhlQWVKYVdyY3J1V24telF1MFA3M1h4WURyeTBYWEc0ZHhPOWRSUVlMXzhIcElMWVBGR0FIdExDSFhoVkZqYWRKVnhuLWl6YU4yLWhpTXNEUjkzR1J1bnM4T2VwT05NdGR3bW5MVVlFR1lJSnJ6OXpYanNwWkdLQ3prRWQ1eWdnRQ?oc=5) |
| The World Economic Forum | How companies can get the right returns from AI investments | 2026-06-26 09:01 | [Source Link](https://news.google.com/rss/articles/CBMifEFVX3lxTE0zRGVsUmxXTXFlZlZ4c0wxNTYzMmxLNlF2TkdoakU1WFVOQlpIR3RnQzB5cEswV01wd09CdHEyeGZFbzJIeU1Ob0R0U2pBZGdUR2E3bzNhNnRlcVF2dkVqaXpJQ0I4ZTM4QmhNUjg4amltUUVQeVRZTVpaY3E?oc=5) |

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