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Build a product with Gen AI as your partner (1-Customer problem)

The article series focuses on conducting customer research with Gen AI to identify and understand customer problems and needs.
In the first part, the target customer persona is outlined as technical project, program, and product managers in various industries, with a problem hypothesis related to professional training limitations.
The article suggests using AI tools like Chat GPT 4.0 to analyze the customer problem hypothesis and compare it with real human responses through user interviews and surveys.
Gemini and Chat GPT provided customer research questions that were used to gather information through Reddit polls and surveys.
Insights from customer responses indicated preferences for microlearning formats and motivations for completing professional training activities.
The article also mentions creating a minimum viable product (MVP) based on the research findings and using Gen AI to code the solution, followed by customer feedback sessions.
Comparing Gen AI versus human user research results showed alignment, with real customer feedback supporting the microlearning trend identified by the AI.
Future articles will explore market potential for a microlearning solution and address the pros and cons of using Gen AI for coding in product development.
Different research methods like 1-1 customer interviews and focus groups are mentioned as additional strategies for gathering insights.
The article concludes by highlighting the need for further exploration of AI topics to advance product management careers.

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Medium

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How to Be a Truly Data-Driven Tech Product Manager

Being truly data-driven as a tech product manager involves avoiding the trap of endless reporting and focusing on metrics that drive action and yield impact.
Key aspects of a data-driven product manager include clear problem framing, focused KPIs, and a mindset of continuous curiosity and questioning.
Building data fluency requires regular data review sessions, a culture of experimentation, and efficient tools for data analysis.
Success in data-driven decision-making involves close collaboration with data analysts and engineers, defining clear roles and goals, and providing context for data requests.
Balancing quantitative data with qualitative insights is crucial for understanding the 'why' behind metrics and making informed decisions.
Common pitfalls to avoid include chasing lagging indicators, inefficient data collection workflows, and analysis paralysis from too many scattered KPIs.
Advocating for accessible reporting tools, offering analytics workshops, and refining data processes are ways to promote data literacy within the organization.
Becoming a truly data-driven tech product manager is about building partnerships with data teams, leveraging both quantitative and qualitative data, and nurturing evidence-based thinking.
Start by implementing collaborative rituals, such as data syncs or 'data hours,' to harness collective insights and drive product development forward.
With practice and a strategic approach to data, product managers can utilize data as a guiding force for informed decision-making and continuous improvement.

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Medium

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Turning Waste into Wealth: Iranian Firm Secures Exclusive IP for Virgin-Grade PET from Recycled…

Saman Sanat Mobtaker, an Iranian firm, has secured exclusive intellectual property rights for transforming low-value polyester fiber waste into high IV PET granules.
Through their proprietary Solid-State Polymerization (SSP) system, waste is converted into valuable PET granules suitable for various applications, reducing raw material costs and creating significant value.
The company has commissioned a successful pilot-scale SSP line in Qazvin Province, demonstrating both technical reliability and economic feasibility.
This breakthrough allows Saman Sanat Mobtaker to license and franchise their technology, offering a sustainable revenue stream through royalty-based intellectual property deployment.

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Medium

Still Want to Be a Better Product Manager? Here’s the Stuff They Don’t Put in the Job Description

The best product managers manage expectations and communicate effectively.
Learn to prioritize effectively and differentiate between true priorities and executive anxieties.
A roadmap should reflect the actual strategy, stay focused, and tied to goals.
Become influential by bringing smart people together, unblocking them, and defending your time wisely.

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Medium

Transforming Debt Renegotiation: A Business Case

Generative AI agents are being implemented in debt renegotiation processes for agility, precision, and personalization.
Managing high volumes of data and cases while maintaining compliance with financial and regulatory rules results in time-consuming processes for collection analysts.
AI integration with a single data source allows real-time debt information consultation, easing the debt negotiation process.
Generative AI enhances efficiency in debt renegotiation by personalizing service at scale, improving customer trust, and allowing human teams to focus on strategic tasks.

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Medium

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How Product Managers Can Ace Product Design Interviews at Meta and Google: A 12-Year PM’s Playbook

Product managers at Meta and Google need to excel in product design interviews by balancing user needs, business goals, and technical constraints.
A 12-year PM shares insights and a VISTA framework (Vision, Identify, Structure, Trade-offs, Articulate) to help candidates stand out in interviews.
The VISTA framework guides candidates on setting a vision, understanding users, proposing creative solutions, prioritizing trade-offs, and articulating success metrics.
Candidates are advised to tailor responses to the company's DNA, anticipate follow-up questions, leverage upcoming trends, and practice strategically to ace product design interviews.

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Medium

145

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"Mastering LinkedIn for Career Success Without a Formal Degree"

Recruiters value skills like digital marketing, coding, and design over formal education on LinkedIn.
LinkedIn serves as a modern dynamic resume that showcases your professional brand effectively 24/7.
Building trust and influence on LinkedIn is possible without a formal degree through sharing value-based content consistently.
Networking on LinkedIn with professionals can lead to freelance opportunities, job offers, and partnerships for career growth.

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Medium

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A win for you: The Developer Tax Saga Continues ‍⚖️

Apple's 27% revenue share and scary warning on external payment links have been impacted by a recent ruling.
Developers are encouraged to prototype a single-tap web checkout to benefit from the ruling and boost margins.
The ruling allows developers to communicate with users more freely and optimize in-app experiences and drip campaigns.
Even though Apple plans to appeal, product teams have an opportunity to rethink payment strategies in light of the changes.

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Medium

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The only resume guide you’ll ever need.

Resumes are not just about content but also design, needing clear purpose and ambition to stand out.
One should focus on the why, who, and what next before detailing past experiences.
Utilize two columns for better organization, placing experience and education strategically at the top.
Give importance to visual hierarchy and clarity, using bold fonts for critical sections and providing enough whitespace.
Accent colors should be sparingly used to reflect personality without overwhelming the design.
Make important details like job titles and dates easily scannable by positioning them sensibly.
Each bullet point in resumes should offer unique value and avoid repetition for a stronger impact.
Focus on showcasing relevant skills and accomplishments concisely to capture attention within seconds.
Emphasize specific project details and experiences to demonstrate problem-solving skills and relevance.
Internships and side projects should be highlighted clearly without being misrepresented as full-fledged job experiences.

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Medium

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When AI Gets It Wrong, UX Is the Last Failsafe

UX designers play a crucial role in ensuring that algorithms are effectively communicated to users in healthcare settings.
Designing interfaces to present uncertainties clearly can prevent confusion and help users make informed decisions.
Ada Health's symptom checker is cited as a good example of presenting conditions as 'plausible' rather than definitive.
By helping users interpret uncertainty, designers can maintain engagement, prevent decision paralysis, and identify areas where models may underperform.

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Medium

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Rediscovering Creativity, One Brick at a Time

The author rediscovers his creativity by building a LEGO spaceship from his collection of pieces gathered over the years.
He describes his history with LEGO, starting from buying Star Wars spaceships to building his own designs.
Despite keeping a expensive Star Destroyer set intact, he eventually disassembles it to create new designs.
He reflects on the spaceships he built in the past and sees his evolution in design complexity and style.
Starting with a simple idea of wanting weird angles, the author lets his imagination flow while building the spaceship.
Although initially stressed, he finds his groove and lets his hands and memories guide the building process.
As he works on the structure, he faces challenges but finds inspiration in unexpected pieces to complete the design.
He devotes time to intricate decorative elements, unlike before, focusing on beauty rather than just function.
Building the spaceship without set rules or instructions helps him reconnect with his creativity and enjoy the process.
The experience teaches him about the importance of simplicity in complexity and the joy of creating for the sake of it.

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Medium

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Your Energy is Currency: Using Your Notion Dashboard to Spend It Wisely

Many people struggle with feeling behind on tasks despite using various productivity methods.
The article discusses the importance of managing energy as a valuable resource in addition to managing time.
It highlights the mismatch between rigid to-do lists and fluctuating energy levels in individuals.
Suggests aligning tasks with personal energy levels to achieve effortless productivity and avoid burnout.
Tasks are categorized based on energy and focus requirements, acknowledging the dynamic nature of human energy.
Understanding neurotransmitters and brain activity related to energy levels is crucial for effective task planning.
The article introduces the 'Energy Currency' practice to help individuals listen to their internal energy cues.
Utilizing a well-designed Notion dashboard can assist in aligning tasks with current energy and focus levels.
By consciously selecting tasks based on energy signatures, individuals can work more efficiently and avoid burnout.
Becoming an 'Energy Architect' involves strategically deploying energy resources for improved productivity and well-being.
The Flow State Dashboard is recommended as a tool to help individuals manage their energy currency effectively and achieve a state of flow.

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Medium

286

The Generative AI Skill Stack for Business Product Managers

AI is revolutionizing the role of Business Product Managers by providing AI-powered insights like competitor benchmarks, user sentiment trends, and predictive ROI models.
Generative AI is reshaping the skill stack for Business Product Managers, requiring them to be AI-fluent and able to translate complex AI capabilities into business language.
Business PMs are now prioritizing real impact over technological fascination by integrating generative capabilities into their core product strategy.
While leveraging AI for scale, it is essential to retain human ethics, storytelling, and judgment in product decision-making to challenge assumptions and drive innovation.

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Medium

153

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Data-Driven Dynamic Personas That Truly Reflect Your Customers

Dynamic personas constantly adapt in real-time based on AI and data analytics, offering businesses a way to create hyper-personalized customer experiences.
Professionals leveraging dynamic personas gain insights into current customer preferences and behaviors, allowing for agile marketing strategies.
AI-driven dynamic personas enable businesses to bridge insights to action swiftly, optimizing marketing efforts and improving customer engagement for higher ROI.
Integration of real-time data and AI-driven insights through dynamic personas empowers businesses for micro-personalization, enhancing customer satisfaction and loyalty in a competitive marketplace.

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9 Likes

Medium

356

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Beyond Vibes: How Product Managers Can Use Evals to Build Better AI Products

AI has transformed product management, leading to the need for systematic evaluation of AI outputs.
Product managers should rely on evals (evaluations) to assess AI outputs against defined criteria.
Three primary evaluation approaches for product managers include grounded evals, rubric-based evals, and preference evals.
Implementing a systematic four-step evaluation process can help product teams ensure AI quality and user trust.

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