// startup autopsy

Exec (by Handy)

Justin Kan's errand app sold for $10M then killed—proof that on-demand everything doesn't pencil out.

unit economicsFire Sale

Distressed acquisition below last-round valuation

Founded	2012
Closed	2015
Country	USA
Sector	Marketplace
Founder	Justin Kan, Carlos Miceli

// the model, blind

Evaluating only Exec (by Handy)’s profile at its peak — without knowing the outcome — the model ranked Unit economics as the #1 likely cause. That’s exactly how it died.

Key Events Timeline

2012

FOUNDING

Justin Kan and Carlos Miceli found Exec in San Francisco as an on-demand personal assistant and errand service.

2013

FUNDING

Exec raises $6M and pivots from general errands to focus on home cleaning after testing unit economics.

2014-01

ACQUISITION ATTEMPT

Handy acquires Exec for $10M; CEO Oisin Hanrahan promises to expand services using Exec's operational playbook.

2015

SHUTDOWN

Handy shuts down Exec's multi-service app; retains only cleaning vertical as standalone services prove unprofitable.

Full Analysis

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Documented cause

Exec launched as an on-demand errand and cleaning service before pivoting to focus solely on home cleaning. Founded by Justin Kan's friend Carlos Miceli and Justin Kan himself, Exec was acquired by Handy in January 2014 for $10M. Handy subsequently shut down the broader Exec services app in 2015, retaining only the cleaning vertical. The acquisition underscored how narrow home-service margins forced brutal scope reduction; Exec's all-service model could not achieve profitability.

Lesson

“Horizontal on-demand services are margin disasters; verticalize or die before scale.”

Failure anatomy

Collapse type

Fire Sale

📉 MEDIUM