👋 Hey, Egemen here.

Ramp published its October AI Index on 14 October. 55.9% of US businesses on Ramp paid for AI in September. That share grew 0.62 points in the month. In March, it grew 2.41 points. I also look at Modal, which raised $750M after it passed $1B in annualized run rate.

Here’s a snapshot of what’s on the menu today:

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💡 Spotlight: Atlassian’s State of Product 2027 on the AI problems product teams still face

🗺️ Method: How Blu Dot passed 2,000% ROAS with self-serve TV ads on Roku

⚾️ Catch: Wispr Flow turns your voice into ready-to-paste AI prompts

☝️ Scaled This Past Week: Modal

💡 Spotlight

State of Product reveals what AI still hasn’t solved

80% of product professionals say AI helps them ship faster, but customers aren’t seeing value any sooner. Atlassian’s State of Product 2027 explores the gains AI is delivering and the challenges that remain, from decision-making that hasn’t kept pace to gut instinct overriding customer evidence.

Sponsored by

I read the Ramp AI Index every month. It tracks which US businesses on Ramp pay for AI tools. Ara Kharazian, Ramp’s lead economist, published the October edition on 14 October, with data through September.

55.9% of those businesses paid for AI in September. A year earlier, the share was 43.8%. That is a gain of 12.1 points in twelve months.

The monthly gains are smaller now. Adoption grew 2.41 points in March. It grew 0.40 points in August and 0.62 points in September.

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+0.62 pts
Growth in the share of US businesses on Ramp that paid for AI in September 2026.
In March, the same share grew 2.41 points.

Bar chart of the monthly change in the share of US businesses on Ramp that pay for AI, 2026. Jan +1.0 pts, Feb +2.2, Mar +2.4, Apr +1.8, May +1.3, Jun +0.7, Jul +0.9, Aug +0.4, Sep +0.6.
Table of Ramp AI Index figures for September 2026. Businesses paying for AI: 55.9%. Change from August: +0.62 pts. Businesses paying Anthropic: 43.8%. Businesses paying OpenAI: 40.6%. Top 1% AI spend per employee: $9,568 per month. OpenAI and Anthropic spend from 1% of firms: 80%.

(Source: Ramp, “October 2026 Ramp AI Index”, 14 October 2026)
Monthly change in the share of US businesses on Ramp that paid for AI, in percentage points. Series RAMPAIALL via FRED, updated 14 October 2026.

Kharazian writes, “It feels like we’re at the top of the S-curve.” He expects the next growth to come from “more intense adoption” by firms that already pay.

I see the same pattern in Ramp’s spend data. Ramp says 1% of firms drive 80% of OpenAI and Anthropic spend. Those top firms spent $9,568 per employee per month in September. That is 3.1% below their July high.

Token prices keep falling. Token volumes rose in August and September, and token spend barely grew. Kharazian also hears that customers hold the stronger hand in contract talks. Labs give discounts when a contract assumes above-normal spend.

My read for founders who sell AI to businesses: the easy first-time buyers are gone. More than half of these companies already pay for AI. Your next dollar comes from accounts that already buy, and they pay less per token each month.

👉 Split your pipeline into first-time AI buyers and accounts that already pay for AI. Forecast first-time buyers with the slower monthly gains in this index. Price on the work your product finishes, so falling token prices do not cut your revenue. Then find the 1% of accounts that drive most of your usage and write an expansion plan for each one.

🗺️ Method

Blu Dot surpasses 2,000% ROAS with self-serve CTV ads

Blu Dot used Roku Ads Manager to drive incredible results for its furniture sales event. Its strategy hinged on custom audiences and retargeting, where intent was strongest.

“Roku has been a top performer,” said Blu Dot’s Claire Folkestad. “We have seen…CPMs lower than any other CTV partner we've worked with.”

⚾️ Catch

Stop typing AI prompts. Start talking.

You think 4x faster than you type. So why are you typing prompts? Wispr Flow turns your voice into ready-to-paste text inside any AI tool. Speak naturally, tangents and all, and Flow cleans it up. Available on Mac, Windows, iPhone, and Android.

☝️ Scaled This Past Week: Modal

NY, SF and Stockholm / AI infrastructure / announced 14 October 2026

Modal round facts. Round: $750M Series D. Valuation: $15.75B post-money. Lead: Accel. Run rate: $1B+ annualized.

Modal has raised a $750M Series D at a $15.75B valuation. Accel led the round, and Kleiner Perkins joined. All existing investors took part, including Menlo Ventures, General Catalyst and Redpoint.

Erik Bernhardsson is the CEO, and Akshat Bubna is the CTO. Modal sells serverless compute for AI. Its customers include DoorDash and Linear. Modal owns no data centers. It pools capacity across more than 20 clouds.

Bernhardsson writes that Modal passed $1B in annualized run rate. Usage tripled in the five months since the Series C, and the company grew more than 15x year over year. Sandboxes alone run at $300M.

The Series C valued Modal at $4.65B five months ago, DatacenterDynamics reports. Investors now pay more than three times that price.

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What to copy

Modal bills by the second for the compute its customers use. When a customer’s product grows, Modal’s revenue grows with it. This week’s Deep-Dive shows that new AI revenue now comes from deeper use by current buyers. Tie your price to a unit of usage that rises as your customer grows.

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