Where AI is actually changing company margins.

A weekly guide to the sectors facing AI headwinds and the companies finding new tailwinds.

This Week's Read

What matters this week

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Where The Market Is Moving

Where investors should look first

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Sector Group Trend The "So What"
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Use Customize priority areas to keep the list focused on the sectors you care about.

Regime Snapshot

At a glance

Current Regime

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Hiring Read

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Evidence strength

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Your portfolio

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Add tickers to see how this week's signal maps to your names.

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Sources & Freshness

What powers this page right now

Latest loaded date and context for each major source behind the Weekly Brief.

Current Read

Freshness pending

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Activity Monitor

What is keeping this labor read live right now

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Company Impact

Which names deserve a deeper look

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What Changed

What moved this week

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Market group Prior week Current Δ Change Move
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Early Signals

What’s starting to shift

Several early indicators are moving toward stronger automation intensity.

Leading signals

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Confirming signals

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Signals that remain uncertain

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Corporate disclosure

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Next Week

What to watch next week

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Evidence Snapshot — Underlying Data Points Driving This Week’s Signal

Evidence Snapshot

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-- Overall pressure read

Hiring demand now

-- Latest reading

Weekly momentum

-- Smoothed trend

Overall pressure read

-- Composite signal

Data as of

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Exposure level

-- Mean exposure

Exposure breadth

-- Zero-exposure share

Hiring vs employment divergence

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Labor-Market Confirmation

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Corporate Disclosure (SEC)

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Pressure easing

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What to watch

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Regime Transition Probability Matrix — Where the Regime Is Likely to Go Next

Regime Transition Matrix (4-week horizon)

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From \ To Stable Watch Warning Alarm
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Based on weekly state transitions and last 4 weeks of momentum.