MEDUGENTICS
03 / WHY NOW

Three things changed.
All at once.

More capable technology. More affordable systems. People ready for a different kind of help.

Three luminous silver-blue streams converge into one connection, representing capability, cost, and adoption coming together.
  1. Capability
  2. Affordability
  3. Adoption

Capability, cost, and adoption are coming together.

THREE CONDITIONS. ONE OPPORTUNITY.

01

Capability

Systems that can follow a question through several steps.

02

Cost

More choice in how specialized systems are built and run.

03

Adoption

People already turning to AI with personal questions.

THE OPPORTUNITY

More personal guidance.

Guidance built around the question — and the person asking it.

03 / WHY NOW

Three things changed.
All at once.

More capable technology. More affordable systems. People ready for a different kind of help.

Capability. AI systems can now work through a question in stages: find relevant information, compare sources, and follow up on what is missing. That gives us new ways to build explanations around a person’s situation.

Cost. Open models give developers more choice about how to run specialized systems. We’re exploring how to use that flexibility to make thoughtful, personal guidance more affordable.

Adoption. In a March 2026 survey by KFF, the independent health policy organization formerly known as the Kaiser Family Foundation, roughly one in three U.S. adults reported using AI for health information or advice in the past year. People are already asking. They deserve help that connects with their lives.

65%

Of AI health-information users cited quick, immediate answers as a major reason for using it.

People are asking for help now. Let’s make the next answer more personal.