Don't Build AI Until You Do This First" | 20-Year Veteran's Production Strategy | Denis Rothman

The Unseen Prerequisite: Organizational Discipline [00:14]

• Implementing AI concepts requires a foundational step: organizing the company. Attempting to compensate for disorganization with software is ineffective and will not work, regardless of investment.
• The initial approach should involve assessing if the problem can be solved with basic tools like paper and pencil, questioning the need for expensive software.
• If a company is disorganized, any software implemented will continue to produce nonsensical outputs, highlighting the critical need for internal structure and process before technological solutions.
• The solution for a disorganized company is not software, but rather a commitment to becoming organized, starting with one department or area.

"You're disorganized and you're trying to compensate a disorganized company with a software. It won't work."

Identifying and Empowering Domain Experts [01:43]

• The process of organizational improvement can be facilitated by consultants who help identify and address inefficiencies.
• A key strategy is to involve individuals who are not typically part of white-collar meetings, such as factory workers, to provide crucial ground-level insights.
• These domain experts are essential because they understand the real systems and processes that are often overlooked by management.
• Their input ensures that any AI agent or system developed will accurately reflect the actual operational specifications and needs of the business.

"Cuz your white collar is talking nonsense all year. So, if I put them in an autonomous uh agent, it's going to produce nonsense in your supply chain."

The Strategy of "Quick Wins" and Augmentation [03:00]

• The journey to AI implementation should begin with a "quick win" – tackling a single, very painful, and well-defined problem area where an individual is suffering from excessive workload.
• The objective is not to replace people but to help them. For an individual working 10-12 hour days, the aim is to reduce this to 4 hours, freeing up time for thinking, collaboration, and improvement.
• This augmentation leads to significant productivity gains because the individual is no longer solely focused on the arduous tasks but can engage in higher-value activities.
• By helping an overworked person, you build a reputation as a builder, not a killer, which fosters trust and encourages others to seek assistance.

"I'm not firing anyone. I'm not here to do that. You give me someone that's overworked and I'll bring that 12-hour day down to four hours where the person can spend four hours thinking, talking to people, improving."

Building Trust and a Collaborative Culture [05:15]

• Getting the reputation of a builder, rather than a killer, is paramount. This approach ensures that people will come to you for help, leading to widespread collaboration and trust within the organization.
• When individuals are confident that their jobs are secure and that the technology is there to support them, they are more likely to embrace the changes.
• The ultimate goal is to reduce excessive working hours, allowing employees to leave early or have more personal time, without eliminating their roles.
• This human-centric approach to AI deployment fosters a positive work environment and maximizes the benefits of technology by leveraging, rather than replacing, human potential.

"So you just want to say you're working 12 hours. I'm gonna bring it down. She can go home early, but we're not gonna bring it down to the point where you're not there anymore."