An exploration by Danika Lewis and Amir Ahmadi
Human judgment
at the center.
How can intelligent systems help people ask better questions, examine evidence and make decisions they can stand behind?
Lewis-OS is an early exploration of that question, bringing human experience into conversation with AI, healthcare and the decisions that shape people's lives.
Explore consulting Read our public work
The question we are testing
What becomes possible
for the person?
A tool's performance tells part of the story. We also want to understand what happens to the people using it: their capability, their agency and their ability to exercise judgment.
Our starting point is to examine assumptions, distinguish evidence from intuition and consider whose perspective is missing before choosing a solution.
“Can we build systems that don't replace human judgment, but help us use it better?”
From Danika's public introduction to Lewis OS
Consulting with Danika Lewis
Clearer decisions before
your next commercial move.
Turn market research and customer insights into clearer commercialization decisions.
Healthcare Commercialization Readiness Review
For medical device, diagnostics and healthcare technology teams considering a new offer, launch, repositioning or portfolio decision.
A focused starting point
One product or service, one priority market and one decision to support. We review existing materials and research, speak with agreed internal stakeholders, and discuss the findings.
We consider customer needs, available VOC, positioning, competitors and go-to-market readiness, including whether a SWOT analysis should be developed or updated.
What you receive
- An evidence and assumptions summary
- A positioning and value proposition review
- A prioritized list of gaps
- A recommended next-step plan
Broader support can span upstream marketing, commercialization and full lifecycle management. New research, market sizing, financial modeling, collateral and implementation are scoped separately. Fees, timing and availability are agreed after scoping.
Discuss your project Download the consulting overview (PDF)
Public work
Ideas you can explore now
Healthcare technology and human capability
Danika's post introduces her work with Amir on digital patient care and asks how healthcare technology changes the people and systems around it.
Read the post and article link ↗The thinking behind Lewis OS
An early reflection on experience, evidence and the questions that deserve to shape our decisions.
Read the introduction ↗
Experience informs
the questions.
Danika Lewis brings leadership experience in healthcare marketing and product strategy across medical devices, diagnostics and healthcare technology. Her work spans market research, voice of customer, commercialization and full lifecycle management.
Danika and Amir Ahmadi are co-creators of the thinking behind Lewis-OS.
Where we are today
Lewis-OS is at an early exploration stage. The public posts above describe the questions we are working on. We welcome thoughtful conversations about human judgment, healthcare innovation and responsible uses of AI.
This page introduces the work. It does not present a released software product or validated outcomes.
Start a conversation
What decision are you working toward?
Share a short overview of your project. You can prepare an email below or contact lewis.os.contact@gmail.com directly.
This form prepares a draft in your email app. Nothing is sent until you review and send it there. Please leave out confidential client, patient or proprietary information.
Connect with Danika on LinkedIn ↗