Maximizing Product Strategy with Generative AI and Effective Management


Hatched by Glasp

Aug 25, 2023

4 min read


Maximizing Product Strategy with Generative AI and Effective Management


Developing a successful product strategy requires a deep understanding of customer needs, market trends, and the ability to adapt to changing landscapes. In this article, we will explore the importance of incorporating generative AI into tech product strategy and discuss effective ways to manage both new and established products. We will also provide actionable advice for aspiring product managers and delve into the challenges and opportunities of working in product management at large companies like Facebook. Additionally, we will touch upon the significance of measuring ROI in areas that are difficult to quantify, such as improving customer service. Lastly, we will gain insights into the deliverables and product requirements for technical positions in product management.

1. Incorporating Generative AI into Tech Product Strategy:

In today's digital landscape, the integration of artificial intelligence has become crucial for the success of tech products. By leveraging generative AI, companies can enhance their offerings and provide AI-assisted professional services to ensure customer success. This not only adds value to the product but also deepens its integration into a customer's ways of doing business. Furthermore, by becoming the keystone of an ecosystem of complementary offerings, companies can create a competitive advantage that is difficult for rivals to uproot.

2. Managing New vs Established Products:

Developing a long-term roadmap for a new product requires careful consideration of several factors. Internal alignment is essential to ensure that all stakeholders are on the same page and working towards a common goal. Additionally, strategy fit with user needs and changes in the competitor landscape must be taken into account to stay ahead in the market. On the other hand, optimizing and growing an existing product/segment requires a focus on establishing product-market fit. This can be challenging but can be achieved through continuous improvements and aligning the product with evolving customer demands.

Actionable Advice for Aspiring Product Managers:

  • Try to find an Associate Product Manager (APM) program, as it provides valuable training and mentorship opportunities.
  • If an APM program is not available, consider joining a company that offers such a program in a different role and work your way into product management.
  • Continuously seek learning resources, attend industry events, and network with experienced professionals to gain insights and stay updated with the latest trends in product management.

3. Challenges and Opportunities of Working in Product Management at Large Companies:

One of the significant adjustments when transitioning from smaller companies like Yelp or Yahoo to a tech giant like Facebook is the size of the organization. To move swiftly in a company with tens of thousands of employees, product managers at Facebook emphasize strong company-wide communication to democratize information. Additionally, the scale of impact is much larger, as products developed at companies like Facebook often touch millions, if not billions, of users. This presents both challenges and opportunities in terms of managing resources, scaling products effectively, and driving innovation at a massive scale.

4. Measuring ROI in Difficult-to-Prove Areas:

In product management, it is essential to measure the return on investment (ROI) in every aspect of the product. However, certain areas, such as improving customer service, may pose challenges in quantifying ROI. In such cases, it is crucial to identify measurable metrics that define the health of the overall ecosystem. For example, in the case of WhatsApp business messaging, metrics such as the number of advertisers, messages being sent, and the number of businesses using the product can provide valuable insights into the impact of customer service improvements.

Actionable Advice for Measuring ROI in Difficult-to-Prove Areas:

  • Identify indirect metrics that can serve as proxies for ROI, such as customer satisfaction scores, customer retention rates, or referral rates.
  • Implement A/B testing or pilot programs to measure the impact of improvements in the targeted area.
  • Conduct qualitative research, such as user interviews or surveys, to gather feedback and insights from customers regarding the impact of the improvements on their experience.

5. Deliverables and Product Requirements for Technical Positions:

In technical positions within product management, the deliverables for engineers are crucial for successful product development. Product requirements play a vital role in guiding the engineering team and ensuring that the final product aligns with the desired vision. These requirements typically include detailed specifications, user stories, technical constraints, and success criteria. Clear communication and collaboration between product managers and engineers are essential to translate the product vision into tangible deliverables.


Incorporating generative AI into tech product strategy and effectively managing both new and established products are key to achieving success in the ever-evolving tech industry. By leveraging AI-assisted professional services, companies can enhance customer success and establish themselves as the keystone of an ecosystem. Aspiring product managers can benefit from APM programs and continuous learning to excel in their roles. Working in product management at large companies presents unique challenges and opportunities, requiring strong communication and a focus on scaling products effectively. Measuring ROI in difficult-to-prove areas can be achieved through identifying relevant metrics and implementing strategies for data collection. Finally, clear communication and collaboration between product managers and engineers are essential for delivering successful products. By incorporating these strategies and insights, companies can stay ahead of the curve and drive innovation in the tech product landscape.

Hatch New Ideas with Glasp AI 🐣

Glasp AI allows you to hatch new ideas based on your curated content. Let's curate and create with Glasp AI :)