January 20, 2026


Small Frictions, Big Fixes: Carl Davidson's Journey from Attorney to Tech Innovator

In the bustling world of legal practice, where every second counts, Carl Davidson, a former immigration attorney, discovered that the real enemy of productivity was not the complexity of cases, but the inefficiency of everyday tasks like managing emails and switching between tabs. Davidson's epiphany led him to step away from law and into the realm of technology, where he created Candle AI. This tool is not just another piece of technology; it is a paradigm shift towards making legal work seamless by integrating directly into platforms lawyers are already familiar with, such as Gmail and Outlook.

Candle AI exemplifies the next wave in legal tech, focusing on "invisible" technology that simplifies and streamlines workflow, removing the barriers that disrupt the natural flow of work. Davidson's insight came from his tenure at Intuit, where he learned the importance of instant value delivery in user experience. This principle drove him to ensure that Candle AI would offer immediate benefits without the typical delays of adapting to new software environments.

The challenge in legal tech is not just about adopting new tools but about integrating them effectively into the daily lives of professionals. Davidson suggests starting with the existing friction points and introducing solutions that fit seamlessly into established routines. For instance, integrating risk assessment tools directly into contract review processes or developing intake flows that automatically organize vendor requests can dramatically enhance productivity without major disruptions.

Davidson's approach is a call to action for all legal tech developers to design tools that respect and harness the attention of users, rather than scatter it. It’s about making technology that is so intuitive and well-integrated that it feels like a natural extension of the workspace. This is what Candle AI aims to achieve—technology that you don’t even realize you are using because it works so smoothly in the background.

Furthermore, the philosophy behind Candle AI can be a guiding principle for broader applications in contract tech and other areas of legal infrastructure. It's about creating systems that are not only powerful but also intuitive, reducing the time it takes for professionals to trust and adopt them. The goal is clear: legal tools should not only be about handling power but also about diminishing friction.

Carl Davidson didn’t just create a tool; he is reshaping how legal professionals interact with technology. By turning his day-to-day frustrations into a revolutionary tool, he has shown that sometimes, the most significant changes come from addressing the smallest frictions.