Traditional product development processes weren’t designed for AI agents.

I help growth-stage product and engineering teams redesign decisions, workflows, and handoffs so people and agents can work together with clear accountability.

Problems Scalize Systems helps solve

What you may be seeingIt’s hard to tell how much product and engineering effort supports your stated priorities.How Scalize helpsA heat-map-style view compares actual work with those priorities, so leaders can see where to adjust course.
What you may be seeingWork slows when teams don’t know who can decide, which reviews matter, or when to escalate.How Scalize helpsA decision audit identifies bottlenecks and informs clearer ownership and review rules, so decisions can move faster.
What you may be seeingContext gets lost as work moves between people and AI agents.How Scalize helpsHandoff standards define the inputs, checks, and owners at each stage, so work moves forward with clear accountability.
See how I work →
$150kunder budget

Delivered a full product rewrite on time and $150k under budget.

$100M+revenue impact

Designed a new data structure opening Wayfair's fulfillment centers to 30% more suppliers and increased revenue by $100M+ over three years.

15%CLV improvement

Improved Customer Lifetime Value by 15% through better communication and reducing multi-day deliveries.

30%conversion increase

Created a new cart and checkout service, increasing conversions by 30% across 5 flagship brands.