- United States - / - Software - / - NasdaqGS:AUR Aurora Innovation (AUR) Valuation Check As New Regulatory Exemption Filing Highlights Autonomous Trucking Plans Aurora Innovation (AUR) is drawing fresh attention after subsidiary Aurora Operations applied to US regulators for a five year exemption covering warning equipment on Level 4 autonomous commercial trucks. See our latest analysis for Aurora Innovation. The regulatory filing arrives after a strong run, with a 30 day share price return of 18.04% and a year to date share price return of 33.59%. This performance comes even though the 1 year total shareholder return shows a 19.84% decline, which contrasts with a very large 3 year total shareholder return gain of around 3x. This suggests long term momentum but a more mixed recent experience for holders. If this kind of autonomous trucking news has your attention, it could be a good moment to see what else is moving in AI related transport and logistics via 38 AI infrastructure stocks So with the shares at US$5.17, trading at a steep discount to one widely cited price target and with a value score of 3, is Aurora still underappreciated, or is the market already baking in much of its future growth? Most Popular Narrative: 47.2% Undervalued The most followed narrative values Aurora Innovation at $9.79 per share, which sits well above the last close at $5.17 and frames a wide perceived gap. Planned deployment of second and third generation hardware, including a more durable kit designed for 1 million miles and roughly 50 percent lower unit cost, may reduce cost of revenue and support a path to positive gross margins and improving net margins as volumes scale. To understand what is behind that bold valuation gap, the narrative leans heavily on rapid revenue expansion, margin repair and