Great talent and coworkers, toxic culture and leadership - Non-Technical Role Applied Intuition Employee Review

1.0
27 Feb 2024
Recommend
CEO approval
Business outlook

Pros

- Applied has managed to attract some of the most talented people in the industry with its business and snowballing with its strong team. - ICs are great to work with, hardworking, reliable, dependable, things get done.

Cons

Applied has the most toxic culture of any company I've ever worked at. I've seen people join and have breakdowns within weeks or months and leave before they vest. Management and leadership routinely dismisses those people as not a good culture fit. We have a really low amount of PTO - 15 days. There used to be an annual holiday week where the company gets the week off, but it was removed last year as it was deemed to expensive for the company's size - as if forcing everyone to work at least 50 hour work weeks and weekends doesn't already make the labour cheap enough. Employees are constantly gaslighted into believing that this is their best option here, leadership and management regularly uses negative reinforcement and intimidation tactics to get things done because "speed above all else" is all that matters. The culture is beyond saving. Only join if you can be a machine that does not care about work life balance or kindness. This is not for you. Anyone that cares about work life balance is a red flag for the company and is guilt tripped and shamed. Management across different teams frequently makes promises to reports (e.g. possibility of remote work, projects, pay) to manipulate reports and some fall through, some work out. It's a pity that this company has managed to attract such a strong team but can't manage to keep people. The amount spent on referral bonuses and recruiting could have been better spent on employee bonuses and retention. We've reached a point where the word is now out in the industry about our culture, it's toxic management and leadership, with its implications. If you are someone with years of experience, this company is not worth it. While the upside and pay might be enticing, it's not worth the impact on your mental, emotional, physical, and social health. This job gave many ICs depression; leaving made many people happier. Please, save yourself. The only time you might consider joining is if you're absolutely financially okay, the company can't use leverage against you (visas, career, or financially), and you can leave at any time. This is the only way you can easily define a style in the company that works for you. But then, why would you join? It's a saddening waste of talent and a culture that the founding team has not only destroyed but created a really toxic culture in the valley.

Explore other reviews about Applied Intuition

5.0
7 Mar 2026
Anonymous employee
Recommend
CEO approval
Business outlook

Pros

Talent density is real. You’re surrounded by sharp, driven people who like solving hard problems and moving fast. The culture genuinely embraces “done is better than perfect,” which means ideas don’t sit in slide decks they turn into action quickly. If you enjoy operating at break necking speed with smart teammates and meaningful problems in AI, autonomy, and defense, it can be an incredibly energizing place to work. Ownership is expected, initiative is rewarded, and the bar is high in a way that pushes people to level up quickly. Keep up or bow out, there's no shame in it.

Cons

The pace is not for everyone. Things move fast, priorities shift, and the expectation is that you keep up. It’s an environment where people who like intensity and autonomy thrive, but those looking for slower cycles or highly structured processes may find it demanding. As the company grows quickly, some processes are still catching up to the scale. If you get offended easily, don't bother.

1
3.0
6 Apr 2026
Recommend
CEO approval
Business outlook

Pros

- Excellent business development strategy. Constant new customers and projects for engineers. If you wanted to run your own startup one day, you could do a lot worse than learn from Applied's strategies. - Fast-pace, challenging work for engineers. Very little abstraction means you touch most parts of the projects you work on. Good learning experiences. - Talented group of engineers to work with (see con about lack of seniority). - No-nonsense culture (at least at the start, see cons).

Cons

- Company has never learned to plan in my years here. Constantly making the mistake of compensating for lack of planning with crunching engineers. Attrition numbers tell the story. - Chasing best available business opportunities has led to its current success. It also means lack of focus and concerningly immature products given their age. - Shockingly does not grow comp with elevation to leadership positions. Lowballs new hires, then expects the existing equity to be enough reason to take on drastically more responsibility and give up technical work. - Great no-bullshit culture (drop BS meetings; technical need leads the way, not politics; avoid partisan politics at work, etc.) is degrading from the top. - New-grad heavy teams. Dearth of senior people to learn from is concerning. Good reason for new grads to move on quickly, or risk building bad habits. - Constantly uses valuation success in funding rounds to justify stunting comp growth. After 1-2 years you understand a truth: the company might be succeeding, but what does that have to do with you? - At some point, you learn enough from the firefighting. But the firefighting does not stop.

9
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