Noah Bender, the plaintiff, filed a class action lawsuit against Twilio that now eerily resembles an increasing trend in the internet industry: a privacy infringement discovered only after the program has already permeated everyday life. Twilio’s harmless-sounding “software development kit,” the Segment SDK, is the accused intruder in this instance. This code is allegedly silently syphoning user data in the background of thousands of mobile apps, with most users never realizing that their information was ever compromised.
It’s not just Twilio. The startup, along with Verve and Amplitude, is charged with turning popular apps into online listening posts. Filed in a federal court in California, the complaint paints a vivid image of SDKs that are made to record keystrokes, search phrases, emails, and geolocation information before sending it to third companies who make money off of the information. This charge is especially startling for customers who believed they were opening a meditation app or using TurboTax to file taxes.
In addition to the scope—more than 11,000 app developers have incorporated Twilio’s SDK—what distinguishes the company in this case is the extent of the purported tracking. The Segment SDK records more than just surface activity. The lawsuit claims that it links in-app behaviors to medical trends, behavioral characteristics, and even mental health issues. Calm is a meditation app that is mentioned as one example. The assertion implies that based on a user’s usage patterns, Twilio’s tools may be able to determine whether they are depressed or anxious.
Like many in the analytics industry, Twilio’s business strategy is based on obtaining first-party data and marketing insights. Apps can complete jobs more quickly because to the company’s deployment of reusable code, such as SDKs, which also allegedly create shadow profiles in the background. They’re not hazy, anonymous photos. They are referred to as full digital dossiers. According to the complaint, each dossier is created using in-house AI systems that combine actions from several “digital touchpoints.”
| Category | Details |
|---|---|
| Company Name | Twilio Inc. |
| Founded | 2008 |
| Headquarters | San Francisco, California |
| Industry | Cloud Communications & Data Infrastructure |
| CEO | Khozema Shipchandler |
| Allegations | Secret data collection via SDKs, privacy violations |
| Legal Case | Bender v. Twilio Inc., Case No. 3:24-cv-04914 (N.D. Cal.) |
| Plaintiff | Noah Bender |
| Core Accusation | Eavesdropping and unauthorized tracking through embedded SDKs |
| Reference | ClassAction.org |

How a line of code, quiet and invisible, could so completely reconstruct someone’s identity, habits, and personal worries made me stop after reading that passage.
The accusations are already drawing more attention from the software sector, even though Twilio’s legal team hasn’t yet openly defended him in the media. This lawsuit is motivated in part by the issue of consent, or rather, the absence of it. Users apparently had no significant way to opt out because apps that used Twilio’s SDK did not reveal the company’s involvement in their privacy policies.
This class action’s legal basis is based on both California’s Comprehensive Computer Data Access and Fraud Act and the federal Wiretap Act. According to these laws, it is a major crime to intercept communications without authorization, particularly when sensitive or private information is involved. The case claims that Twilio avoided fundamental digital ethics and legal transparency by inserting its SDK without disclosing it.
The use of arbitration procedures adds complexity to the case. Instead of using a conventional class action alone, this legal effort might use a mass arbitration format, in which thousands of individual claims are heard simultaneously. Despite being lengthier and requiring more paperwork, this approach can occasionally provide plaintiffs with better outcomes because of its individualized attention and power against corporate defendants.
Customers may be financially impacted by this case, particularly if they have used TurboTax or similar apps during the last three years. Up to $2,500 could be awarded to claimants; but, as with most legal settlements, the exact sum is dependent on a number of variables, such as class certification, court approval, and proof of harm. However, many people don’t care about the reward. It’s about taking back control of something that has been taken without permission and in silence.
Although Twilio is not a well-known brand, its influence is felt everywhere since it is integrated into the frameworks of apps that we regularly use and trust. This litigation has resonance because of its ubiquity. The public outcry might be especially strong when a backend service serves as the entry point for covert surveillance. Tech companies have under pressure in recent years to disclose their data practices. Another turning point in that long-overdue change seems to be this instance.
The underlying message is echoed throughout Silicon Valley, even outside of Twilio: transparency needs to be integrated rather than added. Developers are coming to realize that a beautiful software design does not justify ambiguous privacy trade-offs. SDKs, which were formerly thought of as just time-saving devices, are now the subject of ethical criticism. With good reason. It should always be revealed if a piece of code has the ability to monitor you across apps and deduce personal information about you.
Trial in Twilio’s action, which is presently filed under Bender v. Twilio Inc., has not yet taken place. However, the debate is already shifting as a result. App users are posing more complex queries. Digital consent regimes are being reviewed by lawmakers. Some developers are even removing SDKs that they used to think were safe. The atmosphere is changing, slowly yet definitely.
