About PickAlpha

PickAlpha is an independent investment research platform providing a systematic view of the AI and semiconductor investment cycle.

We study the forces shaping this industry — from semiconductor demand, AI infrastructure investment, and company fundamentals to macroeconomic conditions, policy, valuation, and market positioning.

Our goal is to help investors distinguish meaningful fundamental shifts from market noise, identify emerging risks, and uncover investment opportunities through systematic evidence and informed judgment.

Our Edge: Proprietary Signals Meet Industry Expertise

At the core of PickAlpha is a proprietary research framework built on 20 carefully sourced, selected, and tested signals.

These are not simply off-the-shelf indicators collected into a dashboard. Our signal selection is guided by economic reasoning, industry knowledge, and research testing. We focus on data that help explain the semiconductor investment cycle, including specialized industry information that can be difficult to source, organize, and monitor consistently.

Our two-axis Regime Map brings together key readings across two dimensions:

• Semiconductor Fundamental Impulse: Is the industry’s fundamental momentum strengthening or weakening?

• Positioning Fragility: Is the market becoming increasingly crowded and vulnerable to a reversal?

Together with macro context and independent cross-checks, these signals provide a structured way to assess where the AI and semiconductor investment cycle stands and what might change next.

But data alone are not enough.

PickAlpha is built by a small, three-person team that includes two senior analysts focused on AI and semiconductors. We combine systematic market intelligence with deep subject-matter expertise to interpret developments, challenge prevailing assumptions, and connect industry trends with investment implications.

Our edge lies in the combination: proprietary signal research, domain expertise, and timely market interpretation.

What We Deliver

Morning Brief | 8:00 AM ET, Weekdays

A focused pre-market assessment of the AI and semiconductor cycle, combining current regime conditions with the developments most relevant to industry fundamentals and market expectations.

Intraday Alerts | Event-Driven

Our monitoring system continuously tracks market-moving developments alongside changes in underlying signals and regime conditions.

When meaningful changes emerge — whether a new industry catalyst, deteriorating fundamentals, rising positioning risks, or a potentially favorable shift in market conditions — we deliver timely, event-driven alerts.

Alerts are driven by significance, not a fixed publishing schedule.

Weekly Market Read | Weekly

A broader assessment of what changed across the industry and markets, what our indicators suggest, and where the next risks and investment opportunities may emerge.

Analyst Deep Dives | Periodic

Original research led by our senior AI and semiconductor analysts, examining companies, technologies, competitive dynamics, valuation, and structural industry trends.

Our research goes beyond summarizing news to investigate how developments could reshape expectations, company economics, and investment opportunities.

Our Research Approach

We believe better investment decisions begin with better evidence.

Our research process combines three complementary capabilities:

Systematic Measurement. Carefully selected and tested signals provide a consistent framework for assessing industry fundamentals, market positioning, and broader conditions.

Continuous Monitoring. Our system tracks both market catalysts and changes in underlying signals, connecting new information to the prevailing investment regime and surfacing developments that warrant attention.

Expert Interpretation. Our analysts apply industry knowledge and investment judgment to assess what these developments mean, which assumptions matter, and what could change the investment thesis.

AI-assisted workflows support data processing, news monitoring, and research production. Our proprietary methodology, signal selection, and analyst judgment remain central to the research process.

We aim to be transparent about what the data shows, what we infer from it, and what could change our assessment.

Measure the cycle. Monitor the catalysts. Test the thesis.

One PickAlpha, Two Connected Channels

PickAlpha brings together a live research platform and an editorial publication.

pickalpha.ai is our primary platform for the 20-signal dashboard, Regime Map, Morning Brief, and automated Intraday Alerts.

PickAlpha Research on Substack is our editorial home for original Analyst Deep Dives, longer-form research, and Pro membership.

Morning Briefs and Intraday Alerts are delivered directly to your inbox rather than published as individual Substack posts.

Subscribe once, on either platform, and you’re subscribed to both. Existing Substack subscribers are also enrolled in PickAlpha’s direct email updates.

Free vs. PickAlpha Pro

We believe our core market intelligence should be widely accessible.

Free subscribers receive:

• Full access to the 20-signal dashboard and Regime Map

• Weekday Morning Brief and event-driven Intraday Alerts

• Weekly Market Reads

• Public Analyst Deep Dives and research articles

PickAlpha Pro members receive everything in Free, plus:

• 72-hour early access to new Analyst Deep Dives before public release

• Priority access to new premium research tools and features as they launch

• Access to future premium features on pickalpha.ai, included with their Substack Pro membership

• An opportunity to directly support the development of independent, original investment research

One Pro membership covers both platforms. No separate premium subscription is required on pickalpha.ai.

Why PickAlpha?

Because understanding a market cycle requires more than following headlines or price movements.

It requires knowing which underlying signals matter, recognizing when fundamentals and market positioning diverge, and understanding what might cause investors to reassess their expectations.

PickAlpha combines carefully tested indicators with experienced industry analysis to bring greater structure, depth, and timeliness to AI and semiconductor investment research.

Independent Research. Proprietary Signals. Industry Expertise.