---
title: "Aurora's CFO promised an $80 million quarter on $2 million of actual revenue; October 28 is the test"
description: "Aurora Innovation's CFO promised investors an $80 million fourth-quarter revenue run rate on roughly $2 million of Q2 actuals; the October 28 business review is the first check, with insiders having sold $44.8 million of stock in ninety days and rivals closing in on the same Texas lanes."
publisher: "The Inference"
section: "Markets"
published: 2026-10-15T18:24:39.347Z
modified: 2026-10-15T18:24:39.347Z
canonical: https://theinference.org/article/aurora-s-cfo-promised-an-80-million-quarter-on-2-million-of-actual-revenue-october-28-is-the-test
language: en
keywords: "Aurora Innovation, Autonomous Trucking, Insider Selling, Earnings, Revenue Guidance"
---

# Aurora's CFO promised an $80 million quarter on $2 million of actual revenue; October 28 is the test

> Aurora Innovation's CFO promised investors an $80 million fourth-quarter revenue run rate on roughly $2 million of Q2 actuals; the October 28 business review is the first check, with insiders having sold $44.8 million of stock in ninety days and rivals closing in on the same Texas lanes.

[Aurora Innovation](https://theinference.org/markets/companies/aurora-innovation)'s chief financial officer told investors the driverless-truck company [would end 2026 with an $80 million quarterly revenue run rate](https://carrieratlas.com/news/aurora-targets-1-000-autonomous-trucks-by-end-of-2027-200m-revenue) against roughly $2 million of actual second-quarter revenue. On October 28 that claim becomes checkable at Aurora's [third-quarter business review](https://news.futunn.com/en/post/1000736667/aurora-to-host-third-quarter-2026-business-review-conference-call), with the stock at $5.34 after a fresh strong-sell rating and $44.8 million of insider selling behind it. The gap between the promise and the reported base is the whole story. [1][2][5][6]

## The ramp the CFO promised, against the base he reported

[David Maday](https://theinference.org/markets/people/david-maday), Aurora's chief financial officer, told investors at [Evercore](https://theinference.org/markets/companies/evercore) ISI's forum, an event hosted by the investment bank, in late September that Aurora exits 2026 with about 200 driverless trucks, reaches $200 million of revenue on 1,000 trucks by end-2027, turns positive gross margin in 2027 and positive cash flow on a run-rate basis in 2028. Second-quarter 2026 revenue was about $2 million, so the fourth-quarter run-rate guidance asks for roughly a 40-times jump inside one quarter. [1] [At Aurora's own investor day in Dallas](https://www.act-news.com/news/aurora-sets-2030-scale-targets-as-kodiak-names-its-driverless-launch-lane/), Maday added that the first 500 trucks run under Aurora's Transport as a Service model at roughly $2 per mile, with everything beyond that rented to carriers as a driver at 85 cents or more per mile. [3] Aurora reports it is running real freight for carriers including McLane and Werner: more than 500,000 driverless miles since launch, at an annualized 225,000 miles per truck, about twice a conventional truck's use. [2][3] That is a foundation; utilization is still not revenue.

*Chart: **The guided run rate asks for a 40-times jump from a revenue base barely off zero** Aurora Innovation's quarterly revenue: about $1 million in Q2 2025, about $2 million in Q2 2026, against management's guided $80 million Q4 2026 revenue run rate, in millions of US dollars.*

*Millions of US dollars, quarterly basis. The first two bars are reported revenue from Aurora's SEC filings; the $80 million fourth-quarter run rate is management guidance from the Evercore ISI forum, drawn as an estimate. Sources: 1, 9. [1][9]*

## The counterweight: insiders selling into their own test

Zacks, the research firm whose ratings move stocks, [cut Aurora from hold to strong sell](https://www.marketbeat.com/instant-alerts/analyst-aurora-innovation-nasdaq-aur-stock-bumped-down-to-strong-sell-by-zacks-research-2026-10-14/) on Monday this week, and the stock opened at $5.34 against a consensus analyst target of $13.22. Insiders have sold 6,390,753 shares worth $44.8 million in the past ninety days, including director [Michelangelo Volpi](https://theinference.org/markets/people/michelangelo-volpi)'s block of 2,842,682 shares at $7.00 in August. [5] Whether those sales reflect doubt about the ramp or routine diversification is unknowable before the October 28 call. The call is the check: the disclosure will show whether the run rate is booked as signed freight on priced lanes, and Aurora has said its own momentum puts it "firmly on the path to profitability." [3]

*Chart: **The operating loss has widened, not narrowed, as the promised run rate approaches** Line chart of Aurora Innovation's quarterly operating loss, in millions of US dollars, from Q3 2023 through Q2 2026.*

*Millions of US dollars, operating income by calendar quarter, from Aurora Innovation's SEC filings, retrieved 15 October 2026. Negative values are operating losses. Source: 10. [10]*

## The rivals are already on the same lanes

The pricing risk is sharper than the guidance alone suggests, because competitors are converging on Aurora's corridor. Volvo Autonomous Solutions and Waabi [began revenue service this month hauling less-than-truckload freight for Warp](https://carrieratlas.com/news/volvo-vnl-autonomous-starts-revenue-hauls-in-texas-with-waabi-driver) between Dallas and Houston. [7] Kodiak AI, whose founder and chief executive is Don Burnette, [named IKEA as the launch shipper for its driverless service on the same corridor](https://www.freightwaves.com/news/kodiak-ikea-driverless-freight-i-45): a 219-mile driver-out leg of Interstate 45, targeting year-end, after four years and more than 1,300 observed loads for IKEA. [8] The soft truckload market leaves no capacity squeeze for shippers to run from, so the operator who proves the lower cost per mile first takes the contracts. [4] The October 28 financials, not another demonstration run, are what settles it. [1]

## Takeaway

The October 28 business review is the first check on a run-rate promise that asks for a 40-times revenue jump, made while insiders were selling $44.8 million of stock and rivals entered the same Texas lanes.

## Sources

1. [Carrier Atlas, Aurora targets 1,000 autonomous trucks by end of 2027, $200M revenue, 9 October 2026](https://carrieratlas.com/news/aurora-targets-1-000-autonomous-trucks-by-end-of-2027-200m-revenue)
2. [Distribution Strategy Group, McLane Puts AI-Powered Trucks on Freight Routes, Keeps Drivers on Customer Deliveries, 13 October 2026](https://distributionstrategy.com/2026/10/mclane-puts-ai-powered-trucks-on-freight-routes-keeps-drivers-on-customer-deliveries/)
3. [ACT News, Aurora Sets 2030 Scale Targets as Kodiak Names Its Driverless Launch Lane, 2 October 2026](https://www.act-news.com/news/aurora-sets-2030-scale-targets-as-kodiak-names-its-driverless-launch-lane/)
4. [Waybill Wire, Aurora Chases Profitability as Autonomous Trucking Matures, 13 October 2026](https://waybillwire.com/articles/aurora-chases-profitability-as-autonomous-trucking-matures-76ab45ed)
5. [MarketBeat, Aurora Innovation (NASDAQ:AUR) Stock Bumped Down to Strong Sell by Zacks Research, 14 October 2026](https://www.marketbeat.com/instant-alerts/analyst-aurora-innovation-nasdaq-aur-stock-bumped-down-to-strong-sell-by-zacks-research-2026-10-14/)
6. [Futu News, Aurora to Host Third Quarter 2026 Business Review Conference Call on October 28, 2026, 9 October 2026](https://news.futunn.com/en/post/1000736667/aurora-to-host-third-quarter-2026-business-review-conference-call)
7. [Carrier Atlas, Volvo VNL Autonomous Starts Revenue Hauls in Texas With Waabi Driver, 14 October 2026](https://carrieratlas.com/news/volvo-vnl-autonomous-starts-revenue-hauls-in-texas-with-waabi-driver)
8. [FreightWaves, Kodiak taps IKEA to launch driverless freight on I-45, 29 September 2026](https://www.freightwaves.com/news/kodiak-ikea-driverless-freight-i-45)
9. [Aurora Innovation, quarterly revenue from its SEC filings, retrieved 15 October 2026](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001828108)
10. [Aurora Innovation, quarterly figures from its SEC filings, retrieved 15 October 2026](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001828108)


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Aurora's CFO promised an $80 million quarter on $2 million of actual revenue; October 28 is the test — The Inference. Canonical: https://theinference.org/article/aurora-s-cfo-promised-an-80-million-quarter-on-2-million-of-actual-revenue-october-28-is-the-test