olivLaw · US equity research
Aurora Innovation, Inc. AUR
Services-Computer Integrated Systems Design · SIC 7373 · Vertical: Services-Computer Integrated Systems Design (SIC 7373)
Aurora Innovation develops the Aurora Driver self-driving system, starting with highway freight and later targeting passenger ride-hailing and local goods delivery. The company is now at the start of its commercial scaling phase, with a net loss of $816 million in fiscal 2025 and revenue of $2 million in the second quarter of 2026.
The AI analysis may be outdated: new filings came after its sources (see the «AI analysis» section).
At the close of 04 Nov 2026, Aurora Innovation, Inc. (AUR) stock was 4.08 USD (−4.45% on the day), with market capitalisation 2.6 bn USD, beta 2.59, 52-week range 3.77–8.40 USD. Latest reported quarter (Q3 2026): revenue of 3.0 m USD (+200.0% YoY), net income of -234.0 m USD, diluted EPS -0.12 USD.
Data as of · AI analysis dated · Source: SEC filings and closing prices, computed by olivLaw.
Price history
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Technical reading
- RSI (14)
- 27.8
- oversold (≤ 30)
- Bollinger (20, 2)
- 3.97 – 5.92
- in the lower half of the band · %B 0.06 · band width 39.4%
- SMA 50 / 200
- 5.59 / 5.62
- downtrend (price < SMA50 < SMA200)
- MACD (12, 26, 9)
- -0.40 / -0.33
- MACD below signal
Indicators describe past prices; on their own they do not predict direction. On our history the RSI ≤ 40 filter added no return (see the signals methodology).
Performance
| Company | S&P 500 | vs S&P 500 | Vertical median | |
|---|---|---|---|---|
| 1 month | −29.0% | −1.1% | −27.9 pp | — |
| 3 months | −39.0% | −0.5% | −38.6 pp | — |
| 6 months | −43.9% | +4.4% | −48.3 pp | — |
| Year to date | +6.3% | +12.3% | −6.1 pp | — |
| 1 year | −9.0% | +13.5% | −22.6 pp | −34.8% |
| 3 years | +103.0% | +76.4% | +26.6 pp | −15.9% |
| 5 years | −59.2% | +63.7% | −122.8 pp | — |
Price returns, dividends excluded.
Quarterly results
Latest quarter: Q3 2026 · 30 Sept 2026
Quarterly margins
Quarterly statements · USD
| Fiscal year | Q4 '24 | Q1 '25 | Q2 '25 | Q3 '25 | Q4 '25 | Q1 '26 | Q2 '26 | Q3 '26 |
|---|---|---|---|---|---|---|---|---|
| Revenue | 0 | 0 | 1.0 m | 1.0 m | 1.0 m | 1.0 m | 2.0 m | 3.0 m |
| Cost of revenue | 0 | 0 | 5.0 m | 6.0 m | 6.0 m | 6.0 m | 7.0 m | 8.0 m |
| Research & development | 171.0 m | 182.0 m | 190.0 m | 179.0 m | 194.0 m | 195.0 m | 211.0 m | 203.0 m |
| SG&A | 28.0 m | 29.0 m | 36.0 m | 38.0 m | 39.0 m | 44.0 m | 50.0 m | 49.0 m |
| Operating income | -199.0 m | -211.0 m | -230.0 m | -222.0 m | -238.0 m | -244.0 m | -266.0 m | -257.0 m |
| Depreciation & amortisation | 6.0 m | 6.0 m | 5.0 m ≈ | 6.0 m ≈ | 13.0 m | 6.0 m | 6.0 m ≈ | 6.0 m ≈ |
| Pre-tax income | -193.0 m | -208.0 m | -201.0 m | -201.0 m | -206.0 m | -223.0 m | -270.0 m | -234.0 m |
| Income tax | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Net income | -193.0 m | -208.0 m | -201.0 m | -201.0 m | -206.0 m | -223.0 m | -270.0 m | -234.0 m |
| Diluted EPS | -0.11 ≈ | -0.12 | -0.11 | -0.11 | -0.11 ≈ | -0.11 | -0.14 | -0.12 |
| Operating cash flow | -142.0 m | -142.0 m | -144.0 m ≈ | -149.0 m ≈ | -146.0 m | -159.0 m | -225.0 m ≈ | -170.0 m ≈ |
| Capex | 8.0 m | 8.0 m | 7.0 m ≈ | 8.0 m ≈ | 8.0 m | 25.0 m | 31.0 m ≈ | 36.0 m ≈ |
≈ derived quarter (cumulative difference / share-days average)
E/P over time
E/P = trailing-12-month diluted EPS / price at quarter end. E/P is the inverse of P/E and stays defined when earnings are negative.
Fiscal years
| Fiscal year | 2019 | 2020 | 2021 | 2022 | ⚠ 2023 | 2024 | 2025 |
|---|---|---|---|---|---|---|---|
| Revenue | 19.6 m | 0 | 82.0 m | 68.0 m | 0 | 0 | 3.0 m |
| Revenue YoY | unavailable | −100.0% | unavailable | −17.1% | — | unavailable | unavailable |
| Net income | -94.1 m | -214.0 m | -755.0 m | -1.7 bn | -796.0 m | -748.0 m | -816.0 m |
| Net income YoY | unavailable | unavailable | unavailable | unavailable | — | unavailable | unavailable |
| Diluted EPS | -0.37 | -0.79 | -1.22 | -1.51 | -0.60 | -0.46 | -0.44 |
| Diluted EPS YoY | unavailable | unavailable | unavailable | unavailable | — | unavailable | unavailable |
| net % | -480.0% | unavailable | -920.7% | -2,533.8% | unavailable | unavailable | -27,200.0% |
| Free cash flow | -98.6 m | -199.0 m | -612.0 m | -523.0 m | -613.0 m | -645.0 m | -612.0 m |
The series breaks before 2023: earlier years come from the original reports of the issuer of that time, later years from a subsequent filing that restated the perimeter (a separation, discontinued operations). The year-on-year change across the break is not shown.
Reported results vs expectations
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Balance sheet & financial health
Fiscal year 2025 · 31 Dec 2025
- Cash
- 221.0 m USD
- Financial debt
- unavailable USD
- Net debt
- unavailable USD
- Equity
- 2.1 bn USD
- Total assets
- 2.3 bn USD
- Debt / equity
- unavailable
- Current ratio
- 11.86x
- ROE
- -40.6%
- ROA
- -36.4%
- FCF margin
- -20,400.0%
Financial statements (source on every figure)
Revenue and net income (USD)
Margins
Income statement · USD
| Line | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | Source (latest year) |
|---|---|---|---|---|---|---|---|
| Revenue | 0 | 82.0 m | 68.0 m | 0 | 0 | 3.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Cost of revenue | — | — | — | 0 | 0 | 17.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Gross profit | — | — | — | 0 ≈ | 0 ≈ | -14.0 m ≈ | SEC (XBRL)· 11 Feb 2026derived |
| Research & development | 179.0 m | 697.0 m | 677.0 m | 716.0 m | 676.0 m | 745.0 m | SEC (XBRL)· 11 Feb 2026verified |
| SG&A | 39.0 m | 116.0 m | 129.0 m | 119.0 m | 110.0 m | 142.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Operating income | -218.0 m | -731.0 m | -1.9 bn | -835.0 m | -786.0 m | -901.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Depreciation & amortisation | 3.0 m | 16.0 m | 22.0 m | 21.0 m | 21.0 m | 30.0 m | SEC (XBRL)· 11 Feb 2026verified |
| EBITDA | -215.0 m ≈ | -715.0 m ≈ | -1.8 bn ≈ | -814.0 m ≈ | -765.0 m ≈ | -871.0 m ≈ | SEC (XBRL)· 11 Feb 2026derived |
| Pre-tax income | -214.0 m | -760.0 m | -1.7 bn | -796.0 m | -748.0 m | -816.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Income tax | 0 | -5.0 m | 0 | 0 | 0 | 0 | SEC (XBRL)· 11 Feb 2026verified |
| Net income | -214.0 m | -755.0 m | -1.7 bn | -796.0 m | -748.0 m | -816.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Diluted EPS | -0.79 | -1.22 | -1.51 | -0.60 | -0.46 | -0.44 | SEC (XBRL)· 11 Feb 2026verified |
| Weighted average diluted shares | 271.0 m | 621.0 m | 1.1 bn | 1.3 bn | 1.6 bn | 1.8 bn | SEC (XBRL)· 11 Feb 2026verified |
≈ computed by olivLaw from the reported lines of the same year: Revenue − Cost of revenue; Operating income + Depreciation & amortisation.
Balance sheet · USD
| Line | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | Source (latest year) |
|---|---|---|---|---|---|---|---|
| Cash | 387.3 m | 1.6 bn | 262.0 m | 501.0 m | 211.0 m | 221.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Current assets | 406.4 m | 1.7 bn | 1.1 bn | 1.2 bn | 1.3 bn | 1.3 bn | SEC (XBRL)· 11 Feb 2026verified |
| Property, plant & equipment, net | 10.9 m | 94.0 m | 91.0 m | 94.0 m | 104.0 m | 103.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Goodwill | 30.0 m | 1.1 bn | 0 | 0 | 0 | — | SEC (XBRL)· 14 Feb 2025verified |
| Intangibles (excl. goodwill) | 52.7 m | 617.0 m | 618.0 m | 617.0 m | 617.0 m | 617.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Total assets | 618.9 m | 3.7 bn | 2.0 bn | 2.2 bn | 2.1 bn | 2.3 bn | SEC (XBRL)· 11 Feb 2026verified |
| Accounts payable | 6.5 m | 7.9 m | — | — | — | — | SEC (XBRL)· 11 Mar 2022verified |
| Current liabilities | 32.0 m | 91.0 m | 83.0 m | 111.0 m | 105.0 m | 111.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Total liabilities | 132.2 m | 348.0 m | 217.0 m | 250.0 m | 263.0 m | 203.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Equity | -277.0 m † | 3.3 bn † | 1.8 bn † | 2.0 bn † | 1.9 bn † | 2.1 bn † | SEC (XBRL)· 11 Feb 2026verified |
† equity attributable to the parent's shareholders: in these years the issuer no longer reports the total including non-controlling interests.
Cash flow · USD
| Line | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | Source (latest year) |
|---|---|---|---|---|---|---|---|
| Operating cash flow | -192.0 m | -564.0 m | -508.0 m | -598.0 m | -611.0 m | -581.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Capex | 7.0 m | 48.0 m | 15.0 m | 15.0 m | 34.0 m | 31.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Free cash flow | -199.0 m ≈ | -612.0 m ≈ | -523.0 m ≈ | -613.0 m ≈ | -645.0 m ≈ | -612.0 m ≈ | SEC (XBRL)· 11 Feb 2026derived |
| Investing cash flow | 343.0 m | 250.0 m | -852.0 m | 8.0 m | -172.0 m | -245.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Financing cash flow | 2.0 m | 1.5 bn | 11.0 m | 831.0 m | 492.0 m | 834.0 m | SEC (XBRL)· 11 Feb 2026verified |
| Share repurchases | — | 754.6 m | — | — | — | — | SEC (XBRL)· 11 Mar 2022verified |
≈ computed by olivLaw from the reported lines of the same year: Operating cash flow − Capex.
Computed indicators
Growth
Profitability
Returns
Balance sheet
Liquidity
Cash
Efficiency
Market and valuation
4 indicators that do not apply to the sector.
Valuation
olivLaw classification
- valuation methods computed: 0 of at least 1
A scoring methodology on indicators and valuation, not investment advice.
Closing price
04 Nov 2026Source: olivLaw, closing series
Market cap: 2.6 bn USD
Key indicators
Coverage and freshness
Score by group
64% · Insufficient data
Estimated value range
unavailable — no valuation method could be computed
Valuation assumptions are editorial choices, not measured; beta is not measured.
Valuation methods
- DCF (discounted cash flow)unavailable · input data missing
- Peers: EV/Salesunavailable · net debt missing: EV cannot be bridged to equity (missing debt is not zero)
- Peers: EV/EBITDAunavailable · net debt missing: EV cannot be bridged to equity (missing debt is not zero)
no valuation method could be computed
Classification (SIC) comparables group by industry code, not by economic activity; the direct group is an editorial selection by activity. Members' multiples are on their own trailing twelve months, at their own latest close.
Assumptions (illustrative, editorial)
- Risk-free rate
- 4.3%
- Equity risk premium
- 5.0%
- Beta (default)
- 1.00
- Cost of equity
- 9.3%
- Terminal growth
- 2.5%
Factor scorecard
Insufficient data
Minimum-evidence gate: valuation methods computed: 0 of at least 1
| Factor | Value | Score | Weight used |
|---|---|---|---|
| Gross margin · Quality | -285.7% | 0 (on a fixed band) | 17% |
| EBIT margin · Quality | -14,357.1% | 0 (vs peers) | 13% |
| FCF margin · Quality | -11,428.6% | 0 (on a fixed band) | 13% |
| Revenue CAGR 3Y · Growth | -64.7% | 0 (on a fixed band) | 27% |
| Revenue growth (YoY) · Growth | unavailable | unavailable | — |
| Net debt / EBITDA · Balance sheet | unavailable | unavailable | — |
| Current ratio · Balance sheet | 9.7x | 100 (on a fixed band) | 10% |
| EV/Sales · Valuation | unavailable | unavailable | — |
| FCF yield · Valuation | -30.5% | 0 (on a fixed band) | 20% |
| Shareholder yield (distributions) · Returns | unavailable | unavailable | — |
Factors without a value were dropped; the remaining weights were renormalised.
Score groups
- Balance sheet· partial100/100 · 1/2 factors with a value
- Growth· partial0/100 · 1/2 factors with a value
- Quality0/100 · 3/3 factors with a value
- Returns· partialunavailable · 0/1 factors with a value
- Valuation· partial0/100 · 1/2 factors with a value
A «partial» group is computed from under half of its weight or from one factor: it is not a full assessment of the group.
Memo
Aurora Innovation, Inc. (AUR). Latest full fiscal year: 2025; data up to 2026-09-30.
Figures computed from the financial statements: revenue 3.0 m USD in 2025; net margin -13,328.6%; ROE -45.7%.
Valuation cannot be computed from the available data.
Insufficient data for a verdict (valuation methods computed: 0 of at least 1).
Text generated deterministically from the figures shown; no language model. Not investment advice.
What supports the thesis
- Current ratio: 9.7x
What contradicts it
- Gross margin: -285.7%
- EBIT margin: -14,357.1%
- FCF margin: -11,428.6%
- Revenue CAGR 3Y: -64.7%
- FCF yield: -30.5%
Not assessed (insufficient data or a ratio without meaning): Revenue growth (YoY), Net debt / EBITDA, EV/Sales, Shareholder yield (distributions).
Versus the vertical median
Services-Computer Integrated Systems Design (SIC 7373) · same industry (4-digit SIC) · compared with 39 companies
Multiples and returns vs the median
Price rebased to 100 (monthly, 5 years)
Companies in the vertical
| Market cap | P/E | ROE | Net margin | Revenue YoY | 1A / 3A | |
|---|---|---|---|---|---|---|
| LDOSLeidos Holdings, Inc. | 16.6 bn | 12.2 | 28.2% | 8.0% | +3.1% | −29% / +26% |
| GDDYGoDaddy Inc. | 14.3 bn | 16.2 | — | 18.6% | +8.3% | −7% / +18% |
| CACICACI International Inc | 14.0 bn | 25.9 | 12.5% | 5.5% | +10.9% | +2% / +97% |
| JKHYJack Henry & Associates, Inc. | 12.6 bn | 25.7 | 24.0% | 19.8% | +7.1% | +3% / +13% |
| IONQIonQ, Inc. | 11.3 bn | — | -60.8% | -553.3% | +201.9% | −40% / +142% |
| SAICScience Applications International Corporation | 6.3 bn | 17.6 | 25.7% | 5.1% | −2.9% | +75% / +28% |
| WAYWaystar Holding Corp. | 5.7 bn | 42.9 | 3.7% | 10.7% | +16.5% | −20% / unavailable |
| PSNParsons Corporation | 5.5 bn | 38.2 | 5.7% | 2.3% | −5.7% | −38% / −16% |
| KDKyndryl Holdings, Inc | 3.7 bn | 48.9 | 6.8% | 0.5% | +0.2% | −35% / −7% |
| AGYSAgilysys, Inc. | 3.5 bn | 78.5 | 13.6% | 12.9% | +15.9% | −0% / +42% |
| NTCTNetscout Systems Inc | 2.8 bn | 23.3 | 7.5% | 13.7% | +4.5% | +42% / +90% |
| AURAurora Innovation, Inc. | 2.6 bn | — | -45.7% | -13,328.6% | unavailable | −9% / +103% |
| PONYPony AI Inc. | 2.1 bn | — | -10.3% | -148.9% | +20.0% | −65% / unavailable |
| OSPNOneSpan Inc. | 872.9 m | 13.2 | 26.8% | 27.5% | +0.0% | +94% / +136% |
| TLSTelos Corporation | 378.2 m | — | -14.9% | -8.1% | +52.2% | −12% / +23% |
| SLPSimulations Plus, Inc. | 374.2 m | 46.7 | 6.2% | 9.9% | +13.1% | unavailable / unavailable |
| SMRTSmartrent, Inc. | 307.5 m | — | -7.6% | -11.0% | −12.9% | −6% / −48% |
| ASURAsure Software, Inc. | 293.6 m | — | -1.9% | — | +24.3% | +22% / +22% |
| VEEAVeea Inc. | 281.2 m | — | — | -2,491.9% | +56.6% | −55% / −98% |
| RBBNRibbon Communications Inc. | 275.9 m | 22.5 | 5.0% | 2.3% | +1.3% | −46% / −28% |
| KDKKodiak AI, Inc. | 220.7 m | — | — | -4,259.6% | −74.6% | −82% / unavailable |
| UISUnisys Corp | 171.4 m | — | — | -21.7% | −2.9% | −12% / −51% |
| AIOSAIOS Tech Inc. | 138.9 m | — | -208.9% | -4,359.1% | −98.5% | −87% / −86% |
| MRLNMerlin, Inc. | 91.5 m | — | — | — | unavailable | −92% / unavailable |
| CSPICSP Inc | 75.4 m | — | -1.5% | -1.2% | +6.4% | −35% / −40% |
1- and 3-year price returns: for AUR from daily closes (the same as the performance table), for the other companies from month-end closes.
olivLaw engine forecast
The world engine ran after the company's latest material disclosure. Probabilities are of TOUCHING a level within the horizon (not closing there) and sit next to the random walk (p_rw), the no-information benchmark.
The engine has no published run for this company yet.
Valuation scenarios (editable assumptions)
Illustrative scenarios
Illustrative: not forecasts and without probabilities. Each case is one coherent set of assumptions, computed on today's figures.
Estimated price (USD)
| Estimated price | Bear | Base | Bull |
|---|---|---|---|
| 1 years | insufficient data Total return unavailable · Per year unavailable | insufficient data Total return unavailable · Per year unavailable | insufficient data Total return unavailable · Per year unavailable |
| 3 years | insufficient data Total return unavailable · Per year unavailable | insufficient data Total return unavailable · Per year unavailable | insufficient data Total return unavailable · Per year unavailable |
| 5 years | insufficient data Total return unavailable · Per year unavailable | insufficient data Total return unavailable · Per year unavailable | insufficient data Total return unavailable · Per year unavailable |
AI analysis
AI-generatedAI-generated analysis (Claude) from cited public sources; it may contain errors. Not investment advice. As of 27 Oct 2026 · Model: claude-haiku-5-5.
Possibly outdated: the newest document it read is from 29 Jul 2026; since then the company filed 8-K (28 Oct 2026 · results), 10-Q (28 Oct 2026).
In brief
Aurora Innovation develops the Aurora Driver self-driving system, starting with highway freight and later targeting passenger ride-hailing and local goods delivery. The company is now at the start of its commercial scaling phase, with a net loss of $816 million in fiscal 2025 and revenue of $2 million in the second quarter of 2026.
SWOT
Strengths
- The company has a specialized technical team, an extensive patent portfolio and a common driver platform across vehicle types 1.
- Partnerships with truck makers and major suppliers allow scaling without owning large fleets 13.
- Driverless operations have reported a safety record with no collisions attributed to the system, which could support customer confidence 3.
Weaknesses
- The company has recorded persistent net losses and expects to keep losing money until it scales operations 1.
- Revenue remains very small relative to development spending, and funding partly depends on equity issuance 12.
- Reliance on single or limited suppliers for hardware and vehicles could constrain operational flexibility 1.
Opportunities
- Expansion to new freight corridors and to truck-industry partners could accelerate commercial growth 3.
- Lower hardware costs from second and third generation kits could improve margins if targets are met 3.
- Expansion into passenger mobility and local delivery could diversify long-term revenue sources 1.
Risks
- Persistent operating losseshigh
The company has not yet reached profitability and expects losses until commercial scaling, which could require additional funding 12.
- Reliance on external fundinghigh
If capital markets become less favorable, the equity issuance program could become more costly or unavailable 1.
- Technical and safety delayshigh
Autonomous system development is complex, and if performance or safety do not meet expected standards, launches could be postponed 1.
- Regulatory frameworkmedium
Inconsistent regulation or missing approvals could limit operations and geographic expansion 1.
- Dependence on partners and suppliersmedium
The company relies on vehicle makers and single-source suppliers, and their delays could affect scaling plans 13.
Investment thesis
What would need to be true (bull case)
- If Aurora scales its driverless fleet as planned, it could turn its technical lead into recurring revenue under the DaaS model 13.
- Partnerships with large truck makers and Tier 1 suppliers could lower costs and speed adoption at scale 13.
- If the hardware cost reduction is confirmed, margins could become more attractive over the long term 3.
What would break the thesis
- Continued net losses and reliance on external funding could limit the company's path to profitability 12.
- If better-resourced competitors reach similar technology sooner, Aurora's market share could be smaller than expected 1.
- Regulatory or hardware production delays could postpone revenue and raise costs 13.
What to watch
- Number of driverless trucks in operation and delivery pace from the upfitter RoushQ3 2026
- Revenue and operating loss for the third quarterQ3 2026
- Launch of Volvo driverless trucks on the announced timelineQ1 2027
- Use of the at-the-market equity program and capital needsnext 10-K
Products, market & competition
AI-generatedAI-generated analysis (Claude) from cited public sources; it may contain errors. Not investment advice. As of 27 Oct 2026 · Model: claude-haiku-5-5.
Possibly outdated: the newest document it read is from 29 Jul 2026; since then the company filed 8-K (28 Oct 2026 · results), 10-Q (28 Oct 2026).
The business
Aurora launched Aurora Driver for Freight in April 2025 in Texas, its first driverless commercial operation 1. In the second quarter of 2026 the company announced Transportation as a Service agreements with Charger Logistics and Value Truck and launched a new fleet of driverless trucks based on second-generation commercial hardware 3. Management described scaling as centered on driverless trucks on highway routes, with ride-hailing and local delivery as later stages 1.
Segments
Freight trucking (Aurora Driver for Freight)
This is the first commercial product, a driverless highway trucking subscription, with priority given to Texas where the company reports driverless operations 13. Revenue remains small but is rising with utilization and geographic expansion 2.
Passenger mobility (Aurora Driver for Rides)
It is planned to follow the freight launch and expansion, through partnerships with Toyota and Uber, using the same hardware and software 1. The reviewed documents do not yet report revenue for this segment.
Local goods delivery
This is the third targeted market, considered technically more complex, with operations expected after the passenger mobility launch 1. The company does not yet report commercial activity here.
Market context
The company describes US road freight as a very large market affected by driver shortages and driving-hour restrictions, which could create demand for autonomous trucks 1. For this reason it argues that highways are a simpler entry point than urban streets 1. International expansion, for example to Canada or Europe, is a long-term goal if regulations and roadways allow 1.
Passenger mobility and local delivery are described as later extensions with large potential if the technology proves safe and scalable 1. Demand for autonomous trucks is partly supported by partner announcements, such as Volvo's plan for more than 300 driverless trucks by the end of 2027 3.
Trends
- Driver shortage in road transporttailwind
Carriers face high driver turnover, and Aurora argues an autonomous driver can provide a consistent supply of capacity 1. This pressure could accelerate adoption of autonomous trucks.
- Growth of e-commerce and fast deliverytailwind
Demand for same-day or next-day delivery could support interest in autonomous transport, although the company notes driving-hour limits constrain supply chain efficiency 1.
- Tariffs and supply chainsheadwind
Changes in trade policy, including tariffs on vehicles and electronic components, could raise costs and disrupt Aurora's hardware supply 1.
- Regulation and public acceptancemixed
Inconsistent regulation or delayed approvals could slow commercial expansion, and public and regulator trust is considered essential 1. Conversely, transparency on safety and independent audits could support market acceptance 3.
Competitive position
The reviewed documents do not identify direct competitors in detail, but describe the market as highly competitive, with some participants having substantially greater resources 1. If a competitor commercializes self-driving technology before Aurora, the company's position could weaken 1.
Aurora's claimed advantages are its FirstLight Lidar sensor, its 'Verifiable AI' approach and partnerships with truck makers that reduce reliance on its own fleet 13. The company also notes that autonomous development remains costly and that market share gains may be gradual 1.
- Volvo Autonomous Solutions
Partner and also a maker of autonomous trucks, planning driverless operations on the Volvo VNL Autonomous from the first quarter of 2027 using the Aurora Driver 3.
- PACCAR
Truck manufacturer and Aurora partner, working on integration of commercial hardware with its future autonomy-enabled platform 13.
- AUMOVIO
Tier 1 supplier producing third-generation hardware components for Aurora, with production planned for the second half of 2027 3.
- Uber
Partner for passenger mobility and for its digital freight network, and former self-driving unit acquired by Aurora 1.
Links, dependencies and risks
Who the company is tied to, from its own SEC filings (customers, suppliers, production, partners, competitors, countries, regulation), from the 5 %+ holders' statements (13D/13G) and from what other companies say about it. Click a node for its evidence; on a listed company the graph moves to it.
Loading the links…
News & filings
In the press
- Aurora Innovation Targets 20 Driverless Trucks a Week as DaaS Shift Takes ShapeYahoo Finance — News · 20 Sept 2026 · EN
- Aurora Innovation (AUR) Partners with McLane Company to Launch Driverless Commercial HaulsYahoo Finance — News · 04 Sept 2026 · EN
The latest news item in our archive is from 20 Sept 2026; the newest SEC filing is from 28 Oct 2026. The press archive comes from the RSS feeds we follow and does not necessarily cover the latest event — the filings alongside do.
SEC filings
- Quarterly report28 Oct 2026
- Current report28 Oct 2026Results of operations · Financial statements and exhibits
- Current report23 Sept 2026Regulation FD disclosure · Financial statements and exhibits
- Quarterly report29 Jul 2026
- Current report29 Jul 2026Results of operations · Financial statements and exhibits
- Current report26 May 2026Shareholder vote · Financial statements and exhibits
- Quarterly report06 May 2026
- Current report06 May 2026Results of operations · Financial statements and exhibits
- Proxy statement02 Apr 2026
- Current report27 Feb 2026Departure or appointment of officers · Financial statements and exhibits
Sources
- [1] Form 10-K, fiscal year ended 2025-12-31 · SEC / Aurora Innovation, Inc. · 11 Feb 2026
- [2] Form 10-Q, quarter ended 2026-06-30 · SEC / Aurora Innovation, Inc. · 29 Jul 2026
- [3] Form 8-K, results release (exhibit 99.1) · SEC / Aurora Innovation, Inc. · 29 Jul 2026
Figures computed by olivLaw from SEC filings and closing prices; the qualitative analysis is AI-generated from cited sources. Not investment advice.