Beyond Digitization: Ahana Banerjee on Redesigning User Experiences for Consumer Tech

In a recent LinkedIn post, Ahana Banerjee explores the critical distinction between simply digitizing existing behaviors and fundamentally redesigning user experiences, drawing lessons from the success of femtech unicorn Flo Health Inc. Banerjee, who is involved with consumer tech company Clear, uses Flo’s journey as a case study to highlight how innovative products move beyond basic functionality to create entirely new user expectations within a category.

Banerjee begins by framing the core idea: the most impactful consumer products don’t just make current actions digital; they reimagine the entire process. She contrasts this with the common pitfall of merely creating a digital version of a physical product or process.

“The bigger lesson was that the best consumer products do not simply make an existing behaviour digital. They redesign it.”

This principle, as articulated by Banerjee, suggests that true innovation lies in transforming the user’s interaction and the perceived value of a service. She illustrates this with examples outside the period-tracking app space, noting that Spotify did not merely digitize CD collections, nor did Duolingo digitize textbooks. Applying this to her work at Clear, Banerjee states that the ambition cannot be solely to make skincare tracking easier.

Redefining Skincare Understanding

Banerjee outlines Clear’s aspiration to help users understand their skin in a fundamentally better way, moving beyond simple tracking. This ambition is rooted in the idea that effective consumer tech should offer deeper insights and facilitate meaningful progress.

Key Takeaways for Consumer Tech Founders

The post details five key takeaways Banerjee derived from the discussion, offering practical advice for fellow founders in the consumer tech space. These points cover crucial aspects of product development and strategic focus:

• Launch Before Emotional Attachment to MVP: Banerjee differentiates between a Minimum Viable Product (MVP) and a Minimum Lovable Product, cautioning against using “lovable” as a justification for endless polishing. She advocates for getting meaningful features to users quickly to enable learning and iteration.
• Ruthless Prioritization: A balanced product roadmap is essential, according to Banerjee, and requires a clear strategy for innovation, improvements, and bug fixing. She emphasizes that simply doing more does not equate to making more progress.
• Explicit Risk Framework for Medical AI: In the health tech sector, Banerjee highlights the importance of developing AI with a formal risk framework. She notes Flo’s approach, which involved formal review processes, risk registers, and clinical sign-off, underscoring the necessity of this in health-related applications.
• Data as Input, Clarity as Outcome: Banerjee challenges the notion that simply aggregating data is an achievement. She argues that the true value lies in what the data enables the user to understand. For Clear, this means helping users determine if their skin is improving, identify contributing factors, and decide on next steps. As Banerjee puts it:
  

  “Bringing all the data together” sounds impressive. But what changes for the user?”

  She concludes, “Data is the input. Clarity is the outcome.”

• Attention vs. Retention: Banerjee distinguishes between short-term growth spikes driven by viral moments or marketing campaigns and sustainable user retention. She asserts that lasting growth stems from a product that users genuinely need, trust, and consistently return to.

The Future Path for Skin Health

Reflecting on Flo’s long-term vision, which extends beyond tracking to deeper understanding and prediction, Banerjee sees a parallel path for skin health. She outlines this progression as:

1. Logging
2. Understanding
3. Prediction

Banerjee notes that Clear’s journey began with helping users track their routines and progress, and is now evolving towards enabling users to comprehend the meaning behind their data. She concludes the post by acknowledging the significant opportunity and responsibility inherent in this space, expressing excitement for Clear’s future developments.