Our slogan at Endeavor Elements is simple: we help to move aircraft. Here is what it means.
For thirty years, Silicon Valley’s product was software. It sold tools and seat licenses, and the customer’s people still did the work. That era is over. Sarah Tavel at Benchmark named what replaced it: AI companies “sell work, not software.” The product is the finished job. Silicon Valley has started doing the work itself.
Sarah Guo at Conviction explained in “The Untrainable” why this shift runs deeper than a pricing change. Anything measurable gets trained against and commoditized, so durable value keeps sliding toward work whose correctness is private, expensive to establish, and locked inside systems a model cannot simply enter. Her sharpest point is that intelligence has stopped being the bottleneck. Permission and accountability are.
Aviation is the clearest case of that argument. Correctness here is established over years of service history, documented in records that live inside each operator, and signed by named individuals. A DER puts a name on an 8110-3. An inspector puts a name on a return to service. A tool was never going to close that gap. The work has to be done, and someone has to answer for it.
In aviation, the work that matters moves the aircraft event forward: inspect the records, identify the issue, find the compliant path, route the decision to the right human expert, and keep going until the blocker is resolved. Finding the problem is half the job. The solution has to be found as well, like an STC that resolves an open AD.
Doing that work takes more than a model behind a chat window. It takes agents that do real work. It takes aviation experts embedded in the process. It takes human oversight designed into each step. It takes aviation-specific evals, because Guo is right that whoever writes down what good means ends up setting the standard, and in aviation that judgment belongs to people who hold certificates. And it takes accountability for the result.
This is the work Endeavor Elements does. We pair frontier AI with certified engineers who work inside the customer’s process, and we price against outcomes. The customer buys finished work. The complexity stays on our side of the table.
For operators, the change is simple. There is no AI strategy to run, no model release to track, no agent framework to evaluate. On that entire front, they can sit back. Their job stays what it has always been: fly aircraft and run a safe operation. The benefits arrive on their side of the table: cleaner records, fewer open items, faster decisions, and faster return to service.
Silicon Valley does the work now. In aviation, we are the ones doing it, and we answer for the outcome.