Last week, we introduced the PickAlpha Monitor — a new way to understand whether the AI-chip cycle is strengthening or whether the trade is becoming increasingly crowded.
Today, we’re excited to introduce the broader PickAlpha research platform we’re building around it.
Our mission is to bring a more systematic, evidence-driven perspective to AI and semiconductor investing.
We look beyond individual headlines to understand the forces shaping this investment cycle — from semiconductor demand and AI infrastructure spending to company fundamentals, macro conditions, policy, valuation, and market positioning.
The goal is straightforward: help investors recognize meaningful changes, understand emerging risks, and identify potential opportunities before they become obvious.
The Research Behind PickAlpha
At the heart of PickAlpha is our proprietary framework of 20 carefully sourced, selected, and tested signals.
These aren’t simply indicators collected into a dashboard. We select them based on economic reasoning, industry knowledge, and research testing — including specialized data that can be difficult to source and monitor consistently.
Our two-axis Regime Map brings these readings together around two questions:
Semiconductor Fundamental Impulse: Is the underlying industry cycle strengthening or weakening?
Positioning Fragility: How crowded is the trade, and how vulnerable might it be to a reversal?
Combined with broader macro indicators and independent cross-checks, the framework helps distinguish fundamental deterioration from positioning-driven volatility.
But systematic data are only part of the story.
Our three-person research team includes two senior AI and semiconductor analysts. We combine proprietary signal research with deep industry expertise to interpret developments, challenge prevailing assumptions, and connect market changes with investment implications.
And we believe in transparency: our market-state readings follow reproducible rules, with underlying indicators and methodology available on the PickAlpha dashboard.
What You’ll Receive
We’re bringing this research together through four complementary offerings:
Morning Brief | Weekdays, 8:00 AM ET
A focused pre-market read of the latest AI-chip regime, important overnight developments, and what they could mean for semiconductor fundamentals and market expectations.
Intraday Alerts | Event-Driven
Our monitoring system follows both market-moving events and changes in underlying signals and regime conditions. When something meaningful emerges — a new catalyst, rising risk, or a potentially favorable shift — we surface it through timely alerts.
No fixed alert quota. If nothing meaningful changes, there’s nothing to force into your inbox.
Weekly Market Read | Weekly
A broader perspective on what changed across the industry and markets, what our indicators suggest, and which risks or emerging opportunities deserve attention in the week ahead.
Analyst Deep Dives | Periodic
Original research from our senior AI and semiconductor analysts, exploring companies, technologies, competitive dynamics, valuation, and structural shifts that could reshape future investment expectations.
One PickAlpha, Two Connected Channels
We’ve also made an important change to how our research reaches you.
pickalpha.ai is our live research platform — home to the 20-signal dashboard, Regime Map, and automated Morning Briefs and Intraday Alerts.
PickAlpha Research on Substack is our editorial home for Analyst Deep Dives, longer-form research, and Pro membership.
Morning Briefs and Intraday Alerts now arrive directly in your inbox from PickAlpha, rather than appearing as individual Substack posts.
You only need to subscribe once, on either platform, to receive updates from both.
If you’re already a Substack subscriber, you’re already enrolled in our direct email updates. No action is needed.
Free Research, With More for Pro Members
Our core market intelligence — including the 20-signal dashboard, Morning Briefs, Intraday Alerts, and regular research — remains free.
PickAlpha Pro offers 72-hour early access to new Analyst Deep Dives, priority access to upcoming research features, and access to future premium tools on pickalpha.ai under the same membership.
Pro membership also directly supports the continued development of our independent research.
We’re Just Getting Started
PickAlpha is still evolving, and we’ll keep refining both the signals and the research as we learn.
What won’t change is our approach: systematic evidence, transparent methodology, and informed investment judgment.
If you’ve been following our work, thank you for being part of this next chapter. And if you’re new here, welcome.
Explore the live dashboard, see how the framework works, and join us as we build.
Questions, suggestions, or a signal you think we should be tracking? Leave a comment or use the feedback form on our website. We’d love to hear from you.
PickAlpha Research
Independent Research. Proprietary Signals. Industry Expertise.
PickAlpha provides market research and analysis for informational purposes, not personalized investment advice.