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Aparna Chennapragada

Chief Product Officer, AI Product Strategy

Microsoft

🎯 Product Strategy (3)

Methodologies(3)

🎯 Product Strategy

A framework defining the new principles and UI constructs required for Natural Language Interfaces, moving beyond simple chat to structured, designed conversations.

Core Principles

  • 1.Prompt as UI: The prompt is a distinct UI element, similar to a dropdown or menu.
  • 2.Editable Plans: Agents should return structured, editable plans for complex goals, not just text.
  • 3.Show the Work: Visualize the agent's reasoning process (thinking aloud) to build trust, balancing verbosity with utility.
  • +1 more...

"NLX is the new UX... Conversations also have grammars. They have structures. They have UI elements. They're invisible."

#(natural#language#experience)
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🎯 Product Strategy

A validation framework for zero-to-one products that requires the convergence of at least two out of three specific market inflections.

Core Principles

  • 1.Tech Inflection: A step-function change in technology (e.g., Deep Learning, LLMs).
  • 2.Consumer Behavior Shift: A fundamental change in how users interact with the world (e.g., photos as communication).
  • 3.Business Model Shift: A new way to monetize value (e.g., SaaS, Outcome-based pricing).

"You do want to look for at least two out of these three factors... inflection points here if you want to make a really good product."

#now?'#inflection#triangulation
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The 'Solve Before Scale' Protocol

by Aparna Chennapragada

🎯 Product Strategy

A phased approach to product development that prioritizes solving a core problem with qualitative signals before attempting to scale with quantitative metrics.

Core Principles

  • 1.Phase 1 (Solve): Embrace chaos and 'wide lurches' in direction. Ignore 'grownup metrics' (CTR, retention). Focus on qualitative 'magic moments' (e.g., setting a timer).
  • 2.Phase 2 (Scale): Operationalize, optimize, and apply standard growth metrics only after the core utility is proven.
  • 3.Prototypes > PRDs: Build to think; use prototypes to discover what to build.

"If you're not prototyping and building to see what you want to build, I think you're doing it wrong... Solve before scale."

#'solve#before#scale'
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