Ash Malleck  /  Product & Systems Operator

Strategic Rigor. Intelligent Architecture. Breakout Execution.

Where Product vision meets flawless backend execution. Strategic leader. Product and systems thinker. Currently building PhysicianLabs.

A rare combination: the technical depth to architect the system, and the emotional intelligence to lead the people who ship it.

View case studies Book an intro

Open to investors & aligned partners

Built & shipped at
McKinseyAmazon / AWSCompassElectronic ArtsWharton
10×
Customer growth in 6 months — scaled Compass to 25K across 48 states
$1.5B
Revenue coverage scaled — 10 new AWS entities, 3 continents, one stack
$8M+
Cloud-FinOps saved, 0→1 — predictive control across AWS, Azure & GCP
D→IPO
Series D to public offering — owned GTM for the flagship product
The Work

Case studies in systems design.

// ambiguous problem → architecture → measurable leverage
01

Predictive control over blind multi-cloud spend

0→1 FinOps products for EA’s CTO across AWS, Azure & GCP — real-time telemetry and predictive utilization modeling.

Predictive modelingMulti-cloud0→1
$8M+
saved · 25% efficiency gain
02

One secure payments engine, three continents

The configurable payments architecture behind 10 new AWS entities — MFA, KYC, AML and fraud on one shared SDK stack.

PaymentsKYC / AMLPlatform
$1.5B
revenue coverage · 12K+ customers
03

Scaling a compliance & transaction engine 10× — cleanly

Scaled automated compliance and transaction workflows 10× to 25K customers across 48 states — leading a team of 12.

Workflow automationGTMScale
10×
in 6 months · 48 states
04

Retrieval-grade executive knowledge

A RAG model letting EA executives query internal workforce knowledge directly — plus a dynamic pricing engine for Sales.

RAGLLMInternal tooling
$3M
FY savings across AI white-papers
05

AI from slideware to shipped systems

SDKs, RAG models and agentic tooling that digitized executive workflows for the COO of a multinational logistics operator.

Foundation modelsAgentsSDKs
Live
in production · 2025–present

Go deeper — Deployments · How I think

Let’s build

Back a builder.
Bring the hard problem.

Investors, founders and operators — twenty minutes, no deck, no pitch. Whether you’re looking to back what I’m building or put a hard problem in front of me, let’s get straight to substance.

Book an intro

or reach me directly — ash.malleck@gmail.com  /  LinkedIn