// insights

Sharp thinking from the team

Short reads on AI strategy, transformation, and what we're learning from shipping production AI work.

Spaceman Reading
Outside Ideas, Claude by Anthropic and Propel Ventures logos — customer story hero

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How Outside Ideas is set to cut tender scope reading by 70%

A Claude plugin built in five weeks now gives every Outside Ideas estimator a cited first pass on each tender, freeing senior time to price more work.

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Experience counts: inside Propel's IP Atlas

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Experience counts: inside Propel's IP Atlas

Most AI programs start from a blank page. Yours should not.

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Anthropic

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Claude Partner Program Select Partner Status - What Does it Mean for You

Anthropic does not hand out partner status. It is measured on certified people, live production deployments and published customer results. Here is what Propel has earned, what it unlocks, and why it should change how you choose an AI delivery partner.

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zagame-claude-customer-story

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How Zagame's Property Team Built Its Own AI Workflows in Five Days

In five days, Zagame Corporation's property team used Claude to build its own AI workflows for reporting, meetings, leasing and documents.

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Propel and Claude and Bayley Stuart

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How Bayley Stuart Got Its Whole Team Building in a Week

A keynote, five days of side-by-side coaching and one working automation per person took Bayley Stuart from installing Claude to running its own workflows inside a single week.

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fern claude and propel

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How Fern Group Made Claude the Way the Whole Firm Works

A five-day AI Growth Sprint, governance-first guardrails and a custom Claude Plugin took Fern Group from AI-curious to AI-native in eight weeks.

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2. Stories vs Evidence. The Mass is a rubble pile of speech bubbles — grey, deflated balloons stamped "10X!", "TRUST ME", "FEELS FASTER". The Construct is a crisp measuring instrument the spaceman is assembling, blueprint in hand. The red Connection is disconnected with a spark gap — the instrument isn't plugged into the stories yet. Caption: "EVERY CLAIM IS A STORY. NOT EVIDENCE."

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Your AI Transformation Is Invisible (Until You Measure It Like This)

Most enterprise AI transformations can't show what changed. Here's how to measure the shift with existing telemetry, not a new metrics regime.

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coding-is-getting-cheaper.-thinking-never-will-hero

// insight · 6 Apr 2026

Coding Is Getting Cheaper. Thinking Never Will

AI is the biggest leap in software productivity in 30 years. But cheaper code without product thinking just creates bloated, generic products nobody wanted.

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sense-making-v-speed-in-the-ai-sdlc-world-hero

// insight · 19 Mar 2026

Sense-Making v Speed in an AI'ified SDLC World

Balancing speed and sense-making in product development is crucial. Learn why AI enhances execution but human judgment is essential for context and strategic decisions.

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