Features are authored articles. Signals are curated summaries.

Insights

This is where we share what we’re learning.
Some pieces are written from firsthand experience. Others are short signals highlighting ideas worth paying attention to.

Signal

The $1.65 Trillion Question: Is AI Spending in 2026 Building the Next Railroad Bubble?

With $1.65 trillion in off-balance-sheet AI obligations, analysts are comparing the 2026 AI infrastructure buildout to the 1873 railroad boom — and asking who holds the risk when demand misses projections.

Signal

CommSoft Creates a CRAIO Role to Merge Revenue Leadership With AI Strategy

CommSoft's new CRAIO title merges revenue leadership and AI strategy under one executive — a model signaling how telecom companies are formalizing AI at the top.

Signal

Amazon Reveals Twitch Streams Feed Its AI Models — Creators Are Pushing Back

Amazon confirmed Twitch broadcasts train its generative AI by default, triggering creator backlash and a CPO admission that an opt-in would get zero takers.

Signal

Why AI-Powered Customer Experience Still Needs Human Oversight

An AI consultancy with a 442% ROI case study explains why the best AI strategy puts human productivity first and keeps people in the loop for high-stakes moments.

Signal

Microsoft Unifies Copilot Apps in Push Toward AI Super App

Microsoft is consolidating its two Copilot apps into one interface ahead of a broader super app launch, with enterprise data protections unchanged.

Signal

Why AI Projects Fail: The Missing Business Data Layer Every Company Needs

Your AI agents keep failing not because of the model, but because business data definitions live in peoples heads rather than a reusable shared layer.

Signal

The AI Strategy Execution Gap Is Costing Firms Now

Having an AI strategy is no longer enough. New research from Thomson Reuters reveals what separates the firms executing on AI from those still stuck experimenting.

Signal

Twitch Trains Generative AI on Channels by Default

Twitch has turned on generative AI training for all channels by default. The opt-out is partial, and Twitch's CPO admits nobody would voluntarily opt in.

Signal

Autonomous AI Agents Are Outpacing Business Governance

New research reveals that most businesses deploying autonomous AI agents lack the governance structures to match, and consequences are already emerging.

Signal

Google Gemini Crosses 1 Billion Monthly Users, Becoming the Fastest-Growing Service in Google History

Gemini's 1 billion user milestone signals generative AI is becoming the primary interface for information, not just a search supplement.

Signal

The AI Differentiation Gap: Why Build-Your-Own Beats Vendor Licensing in Commercial AI Strategy

Licensing AI tools makes every company look the same. Building proprietary tools is where differentiation lives.

Signal

Five Ways Leaders Can Design AI-Ready Teams Before the Hiring Market Opens Back Up

The hiring freeze is a rare chance to see how AI is reshaping your team before the next hiring wave resets the picture.

Ready to move with clarity?

Insights

The $1.65 Trillion Question: Is AI Spending in 2026 Building the Next Railroad Bubble?

CommSoft Creates a CRAIO Role to Merge Revenue Leadership With AI Strategy

Amazon Reveals Twitch Streams Feed Its AI Models — Creators Are Pushing Back

Why AI-Powered Customer Experience Still Needs Human Oversight

Microsoft Unifies Copilot Apps in Push Toward AI Super App

Why AI Projects Fail: The Missing Business Data Layer Every Company Needs

The AI Strategy Execution Gap Is Costing Firms Now

Twitch Trains Generative AI on Channels by Default

Autonomous AI Agents Are Outpacing Business Governance

Google Gemini Crosses 1 Billion Monthly Users, Becoming the Fastest-Growing Service in Google History

The AI Differentiation Gap: Why Build-Your-Own Beats Vendor Licensing in Commercial AI Strategy

Five Ways Leaders Can Design AI-Ready Teams Before the Hiring Market Opens Back Up

Ready to move
with clarity?