Insights

Notes from the lab.
Workflow craft, not launch decks.

How we decode operational workflows across health, funding, and operations - with the same maturity standards we use on every product page.

Studio· 3 notesHealth· 3 notesFunding· 3 notesOperations· 4 notes

Note index

All articles

Showing 3 lab notes

Written for operators · Maturity labeled honestly

AllStudioHealthFundingOperations
08

Health

Mar 15, 2026 · 8 min

Building health products without medical claims

Design principles for building health products without unsupported medical claims.

health product designresponsible health techprivacy-aware health app
Read note →

From the article

Building in health means accepting constraints - and designing better because of them. Every headline, button, and push notification is a claim. We audit copy for diagnostic implication. "Understand your skin" beats "Diagnose your condition." Disclaimers aren't fine print to hide. They're trust signals placed where use…

09

Health

Mar 12, 2026 · 7 min

The four-step skin check workflow

The four-step SkinToScan workflow - capture, analyze, understand, decide - explained.

skin check workflowdigital skin healthcapture analyze understand decide
Read note →

From the article

A good health workflow feels obvious in hindsight. SkinToScan compresses a confusing real-world problem into four steps. Users photograph the area of concern with guided instructions - lighting, framing, clarity. Reducing bad inputs improves everything downstream. AI-assisted analysis identifies visible patterns for in…

10

Health

Mar 10, 2026 · 9 min

AI skin tools: awareness vs diagnosis

Where AI skin tools must stop - the line between health awareness and medical diagnosis, and how SkinToScan stays on the right side.

AI skin healthhealth awareness not diagnosisresponsible health AI
Read note →

From the article

Health AI is full of products that sound like doctors. SkinToScan is intentionally not one of them. SkinToScan provides AI-assisted informational guidance for visible skin concerns. It helps users understand what they're seeing and decide whether professional advice may be appropriate. It does not diagnose conditions.…

Work with us

Have a complex workflow worth turning into a product?

Explore the current portfolio or book a focused walkthrough to discuss a product, pilot, or partnership.

Book a demoExplore products
Insights | HATT Product Lab