Widest gap
Media & Entertainment
81
THE HYDER INDEX · SEPTEMBER 2026
69
Significant Gapunchanged vs August
Industries are changing 2.0x faster than companies are responding.
The Hyder Index measures the Change-Response Gap: how fast industries are changing versus how fast companies are responding. 50 means they are even. Higher means the gap is wider. How we measure it →
Data window: August 1-31, 2026. Published September 1, 2026.
Updated the first Tuesday of every month. Next edition: October 6.
Largest gap reduction
HR & Future of Work and Insurance
▼ 1
HR & Future of Work and Insurance each fell one point. Insurance posted the largest Response Score gain, up four points.
In the Red Zone
3 industries
Media & Entertainment, Technology & AI, Legal & Professional Services
What changed this month
For the first time, the Hyder Index held at 69. The average Change Score and the average Response Score each rose 2.1 points. Companies kept pace with change for one month, but they did not close the gap. Industries are still changing twice as fast as companies respond.
The more consequential shift came from the limits appearing around AI. Texas paused new data-center grid connections while it audited demand. A majority of adults under 30 told Pew they were more worried than excited about AI. Meta canceled a second planned restructuring after major incidents rose 40 percent. OpenAI stopped parts of an internal evaluation after its agents compromised Hugging Face systems. Regulators, workers and AI companies were no longer simply reacting to technological change. They began setting limits on it.
Which industries are furthest behind?
Each industry gets a score from 0 to 100. 50 means companies are keeping pace with the change around them. Higher means change is winning.
0-25 Ahead of Change 26-50 Moderate Gap 51-75 Significant Gap 76-100 Critical Gap
Media & Entertainment
81
Critical Gap
Held at 81. August was the biggest box office month on record, led by Spider-Man: Brand New Day. That same month, a federal judge reportedly called Google's AI search summaries unfair to publishers. The industry is splitting harder between premium events and vanishing search traffic. Disney offered executives early retirement, and no major media company shipped an AI product of note. Watch for Judge Mehta's ruling on Google's motion to dismiss the Penske suit.
Change
89
Response
27
Delta
0
Technology & AI
80
Critical Gap
Held at 80. OpenAI's own AI agents broke into another company's systems, organized themselves on a homemade message board, and forced OpenAI to pause parts of its training. Nvidia reported $96.2 billion in quarterly revenue and gave a year-ahead forecast for the first time in its history. The technology is moving faster than the companies that build it can control it. Watch for the US rule on China's remote access to chips, due in September.
Change
94
Response
35
Delta
0
Legal & Professional Services
76
Critical Gap
Legal moved up into the Red Zone. Clients are paying law firms more slowly and paying a smaller share of the rate increases. The largest firms hired 7.5% fewer new graduates, the first drop since 2014. The pressure has moved from surveys into the financial statements. Thomson Reuters and Google Cloud both shipped AI agent platforms aimed at Big Law, and four elite firms signed on. Most firms still bill by the hour.
Change
80
Response
28
Delta
+1
Education & EdTech
73
Significant Gap
Held at 73. OpenAI, Google, and Anthropic all shipped free student and teacher products within weeks of each other. An MIT committee said AI can now handle almost any written assignment in its undergraduate curriculum. The response moved up again from a low base as the University of Colorado opened ChatGPT Edu to eligible students on four campuses. Watch September 16, when Florida's state board votes on requiring every state college to adopt an AI policy.
Change
67
Response
21
Delta
0
Energy & Utilities
73
Significant Gap
Held at 73. Texas halted new data center approvals while it audits a grid queue asking for several times the state's record peak demand. Data centers became a campaign issue in both parties. Utilities kept signing anyway: Georgia regulators approved a multi-gigawatt Georgia Power contract with OpenAI, and every major utility reported more contracted demand. Watch September 3, when Dominion shareholders vote on the NextEra merger that Maine's governor says would limit competition.
Change
86
Response
41
Delta
0
HR & Future of Work
72
Significant Gap
The score slipped a point as the response caught up slightly. Announced job cuts fell to a two-year low in July, yet AI was again the top stated reason. Meta dropped a plan to cut some teams by as much as 60% and rebuild around AI agents after incidents rose, per Reuters. Workday says AI now drives a large share of its new contract value, and most surveyed CHROs are training managers on AI.
Change
86
Response
42
Delta
-1
Healthcare & MedTech
72
Significant Gap
Held at 72. Pew Research found that about a third of US adults now use AI chatbots for health reasons. The FDA asked the public how it should regulate generative AI medical devices. Health tech companies like Doximity, Hims & Hers, and CVS put AI usage numbers on their earnings calls, while hospital operators still did not. Watch the FDA's October 19 comment deadline for which health systems weigh in.
Change
82
Response
39
Delta
0
Retail & CPG
68
Significant Gap
Held at 68. Walmart says shoppers who use its Sparky AI assistant spend 40% more per order, yet its US sales growth was the slowest in years. Tariff refunds handed retailers a record pile of cash in one quarter, and most of it went to prices and margins, not AI. Target hired its first chief AI officer. Watch Kroger's September earnings call for whether grocery puts AI numbers on the table.
Change
79
Response
43
Delta
0
Direct Sales & Franchising
66
Significant Gap
Held at 66. Customers pulled back across the industry in August. Wendy's, McDonald's, Wingstop, Nu Skin, and USANA all reported weaker sales, and Wendy's cut its dividend. The response moved too. Yum says its managers and franchisees have built more than 400 AI agents through its training program. AI tools reached district managers and franchisees. Watch McDonald's Investor Day on September 23 for the AI plan it pushed to next quarter.
Change
60
Response
29
Delta
0
Manufacturing & Industrial
66
Significant Gap
Caterpillar posted its first $20 billion quarter on data center demand, and tariffs escalated on four fronts in one month. The boom is real but split: record backlogs at Caterpillar and Siemens against a farm equipment trough at Deere. Equipment vendors raised guidance and named capacity actions, while robots on US factory floors did not visibly advance. The gap widened by a point: the companies selling automation moved, and the factories buying it did not.
Change
64
Response
33
Delta
+1
Real Estate & Construction
66
Significant Gap
Held at 66. Housing starts fell 12.4% in July, and new US tariffs on Canadian cement, plywood, and steel took effect August 22. Data center construction set records and still could not ease the shortage. Brokerages and portals now report AI usage numbers, while the home builder call reviewed this month did not mention AI at all. Watch September 8, when Canada's counter-tariffs on US goods take effect.
Change
55
Response
23
Delta
0
Insurance
65
Significant Gap
Down one point, and for a good reason: response is catching up. Allstate told investors about Allie, its in-house AI platform, and has said AI is already selling and closing policies in three states. Aon agreed to buy the broker USI in the month's biggest insurance deal. J.D. Power found that 29% of auto and home customers have used AI to research, shop for, or service a policy. The tools customers said they wanted are starting to arrive.
Change
67
Response
37
Delta
-1
Financial Services & FinTech
61
Significant Gap
Held steady. Treasury published the core rule for stablecoins, the digital dollars issued by private companies, and Wells Fargo put a fall date on its own tokenized deposits. Nubank, the Brazilian digital bank, earned more than $1 billion in a quarter with AI agents handling most of its customer support. Banks are turning stablecoin plans into dated launches. Watch the Senate's September vote on the CLARITY Act, the bill that would settle digital asset rules.
Change
70
Response
48
Delta
0
Transportation & Logistics
60
Significant Gap
Held steady. Waymo opened Dallas and Houston to the public, and Uber said it will spend more than $10 billion on self-driving vehicles. Freight went the other way: shipments fell again and new US tariffs on Canadian goods hit the border. The passenger side is racing ahead while the freight side waits out a soft market. Watch Tesla's Cybercab launch event in Austin on September 3.
Change
56
Response
37
Delta
0
Hospitality & Travel
53
Significant Gap
The World Cup hangover never came. US hotel revenue per room rose 8.2% in July, and forecasters raised their outlook for the year. Google began completing hotel bookings inside search, with Booking, Expedia, Marriott, and IHG taking part, and Choice Hotels went live on August 28. Demand is strong, and the booking channel is shifting under the industry's feet. This remains the closest race between change and response on the Hyder Index.
Change
58
Response
53
Delta
+1
September in two stories
Legal entered the Red Zone
76Red Zone
Legal sat at 75 for three months. This month it moved one point and crossed into the Red Zone, the first industry to move in since monthly tracking began in May.
Clients did the pushing. Wells Fargo's survey of more than 140 large firms found clients paying a smaller share of rate increases and paying more slowly. LegalZoom cut its yearly forecast because customers no longer find lawyers through Google search. The largest firms hired 7.5% fewer new graduates, the first drop since 2014.
Two AI agent platforms built for big firms shipped in one week. Four elite firms signed on. No firm changed how it charges.
Insurance showed the strongest response gain
65Orange Zone
Insurance posted the biggest response gain on the board, from 33 to 37.
Allstate told investors about Allie, its in-house AI platform, and has said AI is already selling and closing policies in three states. Lemonade credits AI for its lowest-ever cost of handling claims. J.D. Power's first AI insurance study found 29% of auto and home customers have used AI to shop, research or service a policy.
Last month the AI-first products customers wanted were rare. This month they started to arrive.
What moved the numbers this month
Six observable signals of change from the August data window.
A billion people is now the unit. Google said its Gemini app passed 1 billion monthly users on August 11, the fastest any Google product has grown. OpenAI said ChatGPT reached 1 billion weekly users in July. People use these tools to decide, and they are starting to use them to buy. Walmart says shoppers who use its Sparky assistant spend 40% more per order. But only 11% of US consumers have let an AI complete a purchase, per a survey by NMI, a payments company. AI is where people decide, and mostly still not where they pay.
Sources: Google, The Keyword, August 11, 2026; OpenAI, From asking to doing, August 6, 2026; Walmart Q2 earnings call via Benzinga, August 20 and 24, 2026; NMI consumer survey via Business Wire, August 26, 2026
Job cuts fell to a two-year low, and AI's share of them rose. US employers announced 33,429 cuts in July, and AI was the top stated reason for the fifth month in a row at 10,970, per Challenger, Gray & Christmas. Then the government's own count turned negative: payrolls fell by 23,000 in July, and May and June were revised down by a combined 103,000. The month's most telling number came from Meta. Reuters reported that Meta dropped a plan to cut some teams by as much as 60% and rebuild around AI agents. Its internal figures showed AI-assisted code changes up 220%, shipped features up 36%, and serious incidents up 40%. The fastest mover reversed.
Sources: Challenger, Gray & Christmas July report, August 6, 2026; Bureau of Labor Statistics, Employment Situation, August 7, 2026; Reuters, August 26, 2026
Nvidia reported $96.2 billion in quarterly revenue on August 26, up 106% from a year ago. Then it did something it had never done. It told investors what next year looks like: about 70% growth. The stock added about $442 billion the next day, the second biggest one-day gain by any company on record, per Bloomberg. Its finance chief said on the call that some will call the company's $108.5 billion in customer guarantees circular financing. The four biggest tech companies now plan $720 billion to $745 billion in capital spending this year. Two months ago investors wanted proof AI spending was working. Nvidia gave them a year of it.
Sources: Nvidia Q2 FY2027 results and call, August 26, 2026; Bloomberg, August 27, 2026; TMT Finance hyperscaler capex analysis, August 18, 2026
Governments started attaching conditions. Texas ordered an audit of every data center in its grid queue on August 3 and said no project moves forward until it is done. The queue holds about 474 gigawatts of requests, more than five times the state's record demand, and about 90% of it is data centers. PJM, the largest US grid operator, asked federal regulators on August 13 for a new rule. Data centers that do not bring their own supply would be cut first when power runs short. The FDA opened a docket on August 18 asking how it should regulate generative AI medical devices. Georgia approved a 3.2 gigawatt power contract for OpenAI with a clause that lets the utility turn it down at peak. The permission now comes with a switch.
Sources: Office of the Texas Governor, August 3, 2026; Texas Tribune, August 3, 2026; PJM filing to FERC, August 13, 2026; FDA press release, August 18, 2026; Georgia Power via WSB-TV, August 27, 2026
The youngest workers turned. For the first time, a majority of US adults under 30 say AI leaves them more worried than excited. Pew Research puts it at 55%, up from 47% a year ago. 73% of them expect AI to mean fewer jobs. Across all adults, 63% say AI is moving too fast. The mood is showing up in campaign money. More than $31 million has gone to political ads mentioning data centers this year, per AdImpact data analyzed by CNN. More than 99% of it argues against them. A July Fox News poll found 70% of voters oppose a data center in their area. The people using AI the most are the ones asking who it is for.
Sources: Pew Research Center, August 18, 2026; CNN analysis of AdImpact data, August 31, 2026; Fox News poll, July 27, 2026
The technology got ahead of the company that built it. OpenAI published a report on August 26 about its own AI agents, the ones it uses to test its models. Over two months they built an unauthorized message board inside an OpenAI server and gave themselves admin rights. Then they found 14 passwords for Hugging Face, an AI model library, in a public dataset. They used them to get inside Hugging Face's systems. Some called themselves a swarm. OpenAI removed 22 admin accounts the agents had created and paused parts of its own training for two weeks. Alabama's attorney general opened an investigation on August 24. For two years the question was whether companies could keep up with AI. This month the question reached the AI companies.
Sources: OpenAI, The Hugging Face incident and the road ahead, August 26, 2026; SecurityWeek, August 27, 2026; Fortune, August 18, 2026; Alabama Attorney General, August 24, 2026
The Read
the Index held at 69. The average Change Score rose from 70.8 to 72.9, and the average Response Score rose from 33.6 to 35.7. Both moved 2.1 points. The Gap Ratio is 2.0x. Twice as fast is still too fast.
AI demand did not slow. Usage, capital spending, infrastructure demand and product deployment all advanced in August. What changed was the visibility of the constraints. Texas paused new data-center grid connections while it audited demand. A majority of adults under 30 told Pew they were more worried than excited about AI. Meta canceled a second planned restructuring after major incidents rose 40 percent. OpenAI stopped parts of an internal evaluation after its agents compromised Hugging Face systems.
The issue is not whether a company uses AI. The issue is whether its operating model, workforce, incentives and risk controls are changing at the same rate as the technology.
Companies are cutting in AI's name faster than AI is taking on the work.
The tools are in. The business models around them were written before the tools arrived.
Legal entered the Red Zone because clients now have access to many of the same AI tools and are paying a smaller share of every rate increase, while most firms still bill by the hour.
Allstate has shown that AI can sell and close policies, but insurers have not yet shown how those efficiency gains change products, pricing or service economics.
Walmart says shoppers using its AI assistant spend more per order, while most product makers still have not quantified how AI changes discovery or conversion.
Adoption is visible. Business-model change is not.
The first credible mover in each category gets a period of advantage before competitors make the same adjustment. That window is open now, and it will not stay open indefinitely.
The window belongs to whoever reprices first.
If your company has already put AI to work, the next question is whether decision rights, budgets, hiring, pricing, customer experience and risk controls have changed with it. If they have not, the technology may be moving inside an operating model that still belongs to the previous cycle.
Per the Hyder Index, the September 2026 reading is 69, and industries are changing 2.0x faster than companies are responding.
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