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Insights

Practical perspectives on AI, simulation, FinTech, cloud and modern engineering — written by the people doing the work.

Enterprise AI
AI · 6 min read

Why enterprise AI fails — and the operating model that works

Most AI programs stall at PoC. Here's the four-layer operating model we use to get models into production reliably.

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Digital twins
Simulation · 8 min read

Building digital twins for mission-critical operations

What separates a useful digital twin from a glorified dashboard, with lessons from defense and energy.

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Banking platforms
FinTech · 5 min read

The new architecture of modern banking platforms

Domain-driven design, event streaming and the death of the monolithic core.

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Cloud migration
Cloud · 7 min read

Migrating legacy workloads without breaking the business

A pragmatic 6-step migration playbook we've used across 40+ enterprise programs.

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Platform engineering
Engineering · 4 min read

Why we made platform engineering a first-class function

How a small platform team unlocked 3x velocity across 14 product squads.

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Design systems
Design · 5 min read

Design systems that survive scale

Lessons from rolling out a multi-brand design system across 9 product lines.

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Zero trust
Security · 6 min read

Zero-trust isn't a product — it's an operating discipline

How regulated organizations should sequence their zero-trust journey.

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XR enterprise
AR / VR · 5 min read

When XR pays back: enterprise use cases that actually scale

The four XR patterns we see consistently delivering ROI across industries.

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Hiring engineers
Leadership · 4 min read

Hiring senior engineers in a tight market

The interview loop we use to consistently hire the top 5% of senior engineers.

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