Uber, the most prolific of a new breed of transportation network companies, has been the target of two distinct strands of litigation in recent years that get at a question at the heart of the company’s business model. On the one hand, drivers have sued Uber for intentionally misclassifying them as contractors to dodge employer obligations. On the other, consumers have taken Uber to court for fixing the prices of millions of independent competitors, in clear violation of antitrust law. Uber’s situation seems legally untenable; either drivers are independent businesspeople and Uber is running a massive price-fixing conspiracy, or drivers are employees and the company owes millions in worker benefits and payroll taxes. However, antitrust and labor law have both evolved over the last half-century to be far more permissive of innovative (some would say exploitative) business models. This leaves a regulatory void in which companies like Uber get all the benefits of a coordinated, top-down command structure without incurring either antitrust liability or employer obligations. This void poses a competition problem and a labor problem. Workers that have no real power to negotiate their rates or make market-based decisions are left without the protections of labor and employment law. This note argues for a common set of definitions across antitrust and labor law to close the regulatory gap. These definitions should be nuanced, and might include intermediate categories like “dependent contractors.” These definitions should be guided by evidence of genuine ability or inability to make market decisions, particularly whether workers can set their own prices. But most importantly, they should be uniformly recognized by labor and antitrust courts. This will allow for innovative companies like Uber to choose. They can relinquish economic decision-making to their workers and maintain their low-commitment technology company status, or have greater coordination rights vis-a-vis their workforce and accept the employer obligations that come with them.