Disorganized process, disrespect for contractors, and non-payment - External AI Contributor / Contractor Defined.ai Employee Review

1.0
8 Jan 2026
Recommend
CEO approval
Business outlook

Pros

The opportunity was presented as a chance to contribute to AI development, which initially sounded interesting and meaningful. The concept itself could be valuable if handled with professionalism and basic organizational standards.

Cons

This was not a remote collaboration. I was required to physically travel to the session location, reorganize my professional schedule, miss paid working days, and spend my own money to attend sessions. Despite this effort, the process was marked by extreme disorganization, multiple cancelled or mishandled appointments, and contradictory information from staff. At one point, I was explicitly told that a session was confirmed, only to later be informed—after I had already displaced myself and escalated internally—that the session had supposedly been cancelled via an email I never received. This caused unnecessary stress, embarrassment, and direct financial loss. What is particularly alarming is that Defined.ai is a technology company working on AI solutions, yet it failed at the most basic professional task: sending a clear and reliable email. If a company cannot ensure fundamental communication with its collaborators, it seriously raises concerns about how responsibly it can manage complex AI development. Despite my availability, preparation, and good-faith participation, no payment has been made to this day. This reflects a complete lack of respect, accountability, and ethical responsibility toward external collaborators.

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Defined.ai Response
5mo
Thank you for sharing this feedback. We are genuinely sorry to hear about the disorganization and stress you experienced. Failing to respect your time and the lack of clear communication falls far below the standards we set for ourselves. Most importantly, the issue of outstanding payment is unacceptable. We want to resolve this immediately. Please contact us directly at contact@defined.ai with your details so we can expedite your payment and investigate the communication breakdown that led to this.

Explore other reviews about Defined.ai

5.0
29 Aug 2025
Anonymous employee
Recommend
CEO approval
Business outlook

Pros

This is a true turnaround story. For anyone who has been here for the last 3+ years, the change is night and day. The company was facing immense challenges, and to be blunt, its future was uncertain. The new leadership that came in didn't just save the company; they gave it a new, clear, and ambitious vision. Visionary Leadership: The current leadership team has a clear, strategic direction and has successfully navigated the company back from the brink. Their focus and decisiveness have been the key drivers of our recent success. Real Impact & Growth: Because we are still in a "re-building" start-up phase, there are incredible opportunities to take on responsibility and make a tangible impact. If you are proactive and want to learn, your career can grow very quickly here. Positive Cultural Shift: The culture has matured significantly. We are moving towards a more professional, transparent, and metric-driven environment. Decisions are increasingly based on data, not just on intuition or "how things used to be done." This has been a breath of fresh air.

Cons

The biggest challenge we face is internal and, frankly, a classic symptom of a successful turnaround. There is a tangible friction between the "old guard" and the new, more performance-oriented culture. Cultural Resistance: Some long-time employees seem resistant to the new, more professional and metric-driven approach. This can sometimes create silos or slow down projects, as the new, agile way of working clashes with older, more entrenched processes. Growing Pains: As we rapidly professionalize, some of the old start-up charm is being replaced by process and structure. This is a necessary evolution, but for some, it feels like a loss. It can create an "us vs. them" mentality between different tenures of employees if not managed carefully.

1
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Defined.ai Response
9mo
Thank you for your in-depth review and feedback. We continue working hard to implement more tools and processes that will allow us to continue growing profitable.
1.0
17 Apr 2026
Anonymous employee
Recommend
CEO approval
Business outlook

Pros

- The focus on ethical AI and high-quality training data is genuinely inspiring and a necessary. - The company has done an excellent job positioning itself as a thought leader in AI policy and ethical sourcing.

Cons

- No clear, consistent strategy from the top. The sales team often struggles to convert the company’s vision into a repeatable, scalable process. - While the CEO is a visionary founder, there is a systemic issue with her acting as a "rogue salesperson." She frequently inserts herself into deals without consulting the sales team. - There is a jarring gap between the CEO's public persona as an ethical AI advocate and the internal management style

2
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