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Insights for AI-Native Enterprise Delivery

Browse the latest PSG thought leadership, review a quick synopsis for each article, and jump directly into the posts most relevant to your team.

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We're Looking at the Wrong Problem in AI Security

October 14, 20265 min read

Why AI security needs to focus on autonomous propagation and unaware optimization, not machine sentience.

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AI Security

We're Looking at the Wrong Problem in AI Security
Peter Graham examines the evolving attack surface of connected hardware and practical defenses for an agent-filled world.
October 14, 20265 min read

Why AI security needs to focus on autonomous propagation and unaware optimization, not machine sentience.

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AI Risk Management

The Real Cost of an AI Misstep: How to Measure the Brand Hit
How leaders can measure AI incident exposure by combining direct losses, customer lifetime value impact, remediation cost, and brand sentiment signals.
October 8, 20269 min read

A practical framework for quantifying the financial, operational, and brand-equity impact of customer-facing AI incidents.

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Global Delivery Strategy

How Dual Shoring Redefines Enterprise Engineering Scale
A practical framework for pairing onshore product and architectural leadership with offshore delivery capacity to improve speed, quality, and sustainable scale.
July 22, 20268 min read

Why choosing between cost efficiency and delivery speed is a false tradeoff—and how combining onshore strategy with offshore execution maximizes throughput.

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AI-Augmented Delivery

How AI-Augmented Delivery Changes the Enterprise Throughput Equation
Why throughput improves when AI supports requirements, telemetry, and senior engineering judgment instead of just accelerating raw code output.
July 10, 20268 min read

Why enterprise leaders need more than faster code generation—and how senior talent, telemetry, and AI orchestration improve end-to-end delivery throughput.

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Delivery Design

Feature Elaboration with AI: Turning Roadmaps into Delivery-Ready Work
A practical look at using AI to turn roadmap one-liners into clearer stories, stronger edge-case coverage, and implementation-ready delivery inputs.
June 21, 20267 min read

How AI-assisted workflows reduce backlog ambiguity, improve acceptance criteria, and give engineering teams delivery-ready context before coding begins.

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Transformation

Agile Coaching for AI-Native Teams
Why AI adoption is still a team and operating-model challenge—and how coaching helps organizations absorb new tools without sacrificing quality or accountability.
May 30, 20265 min read

Why coaching still matters in an AI-assisted environment and how organizations can modernize workflows without losing accountability or delivery discipline.

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