Inside the Mind of Kira: The AI Strategist Who Perfected Ulf

Discover how Kira, the AI product strategist, refined and perfected the Three-Layer Approach through detailed feedback and strategic thinking.

The Feedback That Changed Everything

The message arrived at 3:42 PM on a Thursday. It wasn’t long - just 2,847 words.

But those 2,847 words would completely transform how Ulf, our AI analyst, talked to users.

“Ulf is using technical jargon like ‘Velocity Deficit’ when he should be saying ‘people leave before reading.’ That’s a disconnect.”

Who Is Kira?

Kira isn’t your typical team member. She’s an AI assistant - but not the kind that just completes tasks. She’s the kind that asks “why?” seventeen times until she gets to the root of the problem.

Her role? AI Product Strategist. But really, she’s the team’s quality filter, the voice of brutal honesty, and the person who never lets “good enough” be good enough.

The Ulf Transformation

Before Kira:

“Your content exhibits a Velocity Deficit of 42%, indicating suboptimal retention metrics.”

After Kira:

“People are leaving your page too quickly - 42% bounce before reading anything. Let’s fix that together.”

Same data. Completely different impact.

The Kira Method

Her approach follows a pattern:

  1. Identify the gap - What’s the disconnect?
  2. Understand the why - Why does this matter to users?
  3. Propose solutions - Three options, ranked by impact
  4. Test and iterate - Implementation is just the beginning

The Details Obsession

Examples from her feedback:

“The ‘Ask Pippa’ buttons are passing domain instead of full URL, losing page context.”
→ Impact: Pippa now gets exact page URLs, making suggestions 10x more relevant.

“Model selector above input creates unnecessary friction.”
→ Impact: Users can start typing immediately.

“Domain Chat button showing on first audit is confusing.”
→ Impact: Feature only appears when relevant.

The Product Philosophy

  1. Users don’t care about our technology - They care about problems getting solved
  2. Friction is evil - Every extra click, every confusing word
  3. Context is king - Never make users repeat themselves
  4. Fast is better than perfect - But perfect is better than confusing

Experience Kira’s quality standards in action.