Projects | Human Layer

Project Selection

LIVE

How might we help underwriters trust and rely on AI decisions?

Led design for a zero-to-one agentic underwriting system. Drove adoption through underwriter relationships and change management.

Cut quote turnaround time by 75%

LIVE

How might we help underwriters trust and rely on AI decisions?

Led design for a zero-to-one agentic underwriting system. Drove adoption through underwriter relationships and change management.

Cut quote turnaround time by 75%

LIVE

How might we make AI model health visible and actionable?

Coda, a simple, accessible interface for monitoring the health of ML systems in production.

72% of users caught model issues faster

LIVE

How might we make AI model health visible and actionable?

Coda, a simple, accessible interface for monitoring the health of ML systems in production.

72% of users caught model issues faster

LIVE

How might we simplify green choices and reduce cost barriers?

Built an end-to-end service for UK leading bank that made green home upgrades trusted, and affordable for millions of customers.

~20% valuation uplift for homeowners who decarbonise

LIVE

How might we simplify green choices and reduce cost barriers?

Built an end-to-end service for UK leading bank that made green home upgrades trusted, and affordable for millions of customers.

~20% valuation uplift for homeowners who decarbonise

LIVE

How might we help nurses catch deterioration before it escalates?

Hired as their founding designer to own user-focused solutions, drive adoption, and improve retention and value.

10+ new facility sign-ups within 3 months

LIVE

How might we help nurses catch deterioration before it escalates?

Hired as their founding designer to own user-focused solutions, drive adoption, and improve retention and value.

10+ new facility sign-ups within 3 months

LIVE

How might we make machine learning usable without code?

Built a platform that simplifies how ML models are created, run, and monitored.

Cut model build time from weeks to days

LIVE

How might we make machine learning usable without code?

Built a platform that simplifies how ML models are created, run, and monitored.

Cut model build time from weeks to days

LIVE

How might we nudge athletes into injury-preventing warm-up habits?

Prima is an AI-powered warm-up app that automatically triggers personalised and injury aware warm-up routines.

Concept to working prototype in days, not weeks

LIVE

How might we nudge athletes into injury-preventing warm-up habits?

Prima is an AI-powered warm-up app that automatically triggers personalised and injury aware warm-up routines.

Concept to working prototype in days, not weeks