01 · What we believe

The principles that keep delivery honest.

01

Senior judgment beats staffing volume

Critical modernization work needs people who have already carried systems through production, audits, incidents, and handover. We staff for judgment first.

02

AI you can actually govern

We use AI for real leverage — faster modernization, sharper insight, productive teams — but only with validation, lineage, and human oversight. We never ship autonomy a client can't explain to a regulator.

03

Partnership over black-box delivery

We work in the open: shared scope, shared ceremonies, shared decisions, and code your engineers can own once the engagement ends.

04

Outcomes are the metric

Success is measured in shipped releases, lower operational risk, and platforms your team can run without us — not in billable hours.

02 · Capabilities

The tools we work with every day.

No skill bars, no percentages — this is the stack we ship with on real client systems, led by the AI tooling that now accelerates every engagement.

AI & GenAI

  • LLMs & RAG
  • AI agents
  • GitHub Copilot
  • Amazon Q
  • LangChain
  • Vector search
  • LLMOps & evals

Languages & runtimes

  • Java / JEE
  • Spring Boot
  • Kotlin
  • Python
  • Node.js
  • TypeScript

Cloud & platform

  • AWS
  • Azure
  • Google Cloud
  • Kubernetes
  • Terraform
  • Docker

Data & analytics

  • Apache Spark
  • Kafka
  • Databricks
  • Snowflake
  • Airflow
  • Delta Lake

Mobile & web

  • iOS / Swift
  • Android / Kotlin
  • React
  • Angular
  • React Native
  • Flutter
  • Next.js

Practice

  • Solution architecture
  • Project management
  • DevOps / SRE
  • CI/CD
  • Observability
  • Security & audit

Standards we work to

  • PCI DSS
  • SOC 2
  • AODA accessibility
  • ISO 27001
  • PIPEDA
  • OSFI E-23 (model risk)
  • EU AI Act readiness
03 · Industries

Where we've worked.

Most of our work happens in environments where reliability, compliance, and auditability matter as much as features.

Banking Insurance Government Public health Retail & eCommerce Direct marketing FinTech & payments Media
04 · Leadership

The person you'll actually work with.

No staffing pyramid, no handoffs — the architect who scopes your engagement is the one who delivers it.

Leon Zhang
Founder & Principal Architect

Twenty-five-plus years architecting and shipping Java, cloud, and data platforms for Canadian banks, insurers, and government departments — from payments modernization in Big-Five banking environments to accessibility-grade public services for Ontario. That experience now anchors the firm's AI practice, captured in his book The Amplified Team — a practitioner's guide to shipping software faster and better with AI.

Leon leads every engagement personally: he owns the architecture, still writes and reviews code, and is the person on the first call when you reach out — and on the hard calls after it.

25+ yrsEnterprise delivery
18+ projectsDelivered on plan
3 cloudsAWS · Azure · Google Cloud
OSFI E-23AI governance fluency
05 · Publication

The book on how we work.

The Amplified Team

How to Use AI to Ship Software Faster and Better — at the Same Time

Leon Zhang & AI · First edition · July 2026 · 237 pages

AI is an amplifier: it multiplies the strengths of a well-run team and the dysfunction of a struggling one. Drawing on published research and two decades of enterprise delivery, the book walks every phase of the software lifecycle — discovery through operations — and shows how fast feedback loops and cheap verification let teams ship faster and better at the same time.

Get in touch

Have a project in mind? Let's talk.

We'll come back with a candid view in a few business days.

Start a conversation
Phone   +1 (416) 880-6899
Email     jeeleon@gmail.com
LinkedIn  /in/jeeleon
Office    Markham, ON, Canada