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Watching Work for Automation Opportunities

The idea

The idea is to observe how people in a specific job function and identify small, specific problems they consistently face. By doing so, one can uncover automation opportunities that could significantly improve their workflow. This is not about building a generic AI solution for their role but rather focusing on solving very specific problems that arise repeatedly. By watching their work, you can spot these tiny wins and understand the real opportunities for automation.

Why it works

• The founder’s argument is that observing how people actually perform their tasks can reveal areas where automation can make significant improvements, rather than assuming what needs to be automated based on the job title alone.
• This approach of quietly watching work is based on the idea that understanding the specific challenges and inefficiencies in a process can highlight opportunities for automation that the people doing the job might overlook.
• One view holds that watching work closely helps identify small, specific improvements that, when aggregated, can lead to substantial benefits, such as increased efficiency, reduced errors, and improved customer service.
• The argument is that automation should focus on solving the real problems that exist, rather than creating a new role or function, which may not be as effective as addressing the existing pain points.
• This method aligns with the idea that automation should be tailored to the specific needs of a particular business, rather than being a one-size-fits-all solution, thereby increasing its relevance and effectiveness.

The playbook

The playbook for identifying automation opportunities by quietly observing work:

1. Watch for Small Wins: Spend time observing how the vacation rental analysts operate. Notice those small, specific improvements they make throughout their day. These insights will help you identify areas where automation could be beneficial.

1. Identify Common Challenges: As you watch, keep an eye out for recurring challenges they face. These could be common tasks they perform repeatedly or issues they encounter regularly. These challenges are often ripe for automation solutions.

1. Formulate Specific Problems: From the challenges you've observed, start formulating specific problems that can be addressed with automation. Think about the problems that are both common and significant enough to warrant a solution.

1. Focus on One Business Type: Instead of aiming to automate an entire process, focus on solving specific problems for one type of business. This targeted approach will allow you to refine your solutions and demonstrate their effectiveness more clearly.

1. Develop Solutions for Identified Problems: Based on the problems you've identified, start developing potential solutions. These solutions should be tailored to the specific challenges faced by the vacation rental management companies and should be designed to improve efficiency and effectiveness.

Where people get it wrong

One common failure mode is assuming that the people performing the job are the best source for identifying what could be automated. This is a common pitfall, as the analyst in your vacation rental management company might not see the potential for automation from their own perspective. Instead, you should focus on quietly observing their work. Here are three specific failure modes and how to address them:

• Failure Mode 1: Overlooking the Tiny Wins - Sometimes, the people doing the job don't realize the small inefficiencies or redundancies that an automated system could solve. To avoid this, take detailed notes on the small but consistent issues they face. This approach will help you identify patterns and opportunities for automation.

• Failure Mode 2: Focusing on the Wrong Problems - There might be tasks that they consider essential but could actually be automated. For instance, a sales representative might think their daily reports are crucial. Instead, look for the repetitive and mundane tasks that can be streamlined. This involves being observant and not getting caught up in what seems important to them.

• Failure Mode 3: Ignoring the Specificity of Solutions - The solutions to problems need to be tailored to a specific business type. Instead of building an AI accountant or sales rep, focus on solving very specific problems within a vacation rental management company. This requires a deep understanding of their unique challenges and processes. By doing so, you can create more effective and targeted automation solutions.

Do this next

Do this next.

1. Quietly observe and document how a vacation rental analyst performs their day-to-day tasks.
2. Identify specific, small wins or inefficiencies in their workflow that could be automated.
3. Research existing tools and software that address these identified inefficiencies in vacation rental management.
4. Reach out to the vacation rental analysts to propose your findings and suggest potential solutions.