Artificial Intelligence × Infrastructure

AI Infrastructure Research For Public-Market Investors.

Follow the companies, bottlenecks, and capex signals behind the AI buildout — semiconductors, HBM, networking, cooling, power, and cloud.

Free: daily signal + weekly summary. Alpha: full briefings, model portfolio, watchlist, movement notes.

NVDA NVIDIA Compute
TSM TSMC Foundry
ASML ASML Lithography
AVGO Broadcom Custom Silicon
AMD AMD Accelerators
MU Micron HBM / Memory
MRVL Marvell Inference ASICs
ANET Arista Networking
MSFT Microsoft Cloud
META Meta AI Platforms
GOOGL Alphabet AI Platforms
GEV GE Vernova Power
VRT Vertiv Cooling
ETN Eaton Electrical
LRCX Lam Research Semi Equipment
KLAC KLA Process Control
SNPS Synopsys EDA

Latest market briefing

27 Apr 2026

AMD +13.91% · SNPS +9.62% · KLAC +6.59%

Simulated model portfolio

$127,561

+27.56% total return in latest briefing · educational model only

13F monitor

No major portfolio-wide exits detected

Latest filing window: 24 Apr 2026 → 26 Apr 2026

Earnings radar

Updated daily

Latest briefing checks upcoming portfolio earnings and catalyst windows

Free Daily + Weekly

A daily spark. A weekly summary. Alpha is the decision layer.

Get one sharp AI infrastructure read each day, plus a weekly email on semis, memory, cloud, networking, power, and equipment. Useful enough to build the habit; incomplete enough that Alpha remains the full decision product.

Daily one-liner

One signal. One sentence. One CTA.

Weekly market read

What led, lagged, and mattered.

Alpha teaser

What paid members saw this week.

Free

  • — Daily AI infrastructure signal
  • — Weekly market summary
  • — One company highlight
  • — Alpha preview

Alpha — $10/mo

  • — Full daily signal brief
  • — Simulated model portfolio
  • — Position movement notes
  • — Closest-to-action queue

Join the free daily + weekly list

Daily one-liners build the habit. Weekly emails build trust. Alpha is where the actual portfolio decision layer lives.

No spam. Free gets the signal; Alpha gets the decisions.

Paid Alpha members get the daily signal brief, full simulated model portfolio, closest-to-action queue, analyst committee, and position movement notes. View a sample Alpha brief.

Membership

Built for investors who want the system view, not isolated headlines.

ChipStack is designed to help you track how value moves through the AI buildout — from semiconductor scarcity and HBM to power constraints, cooling, networking, and hyperscaler capex.

01

Daily Briefings

A concise pre-market note on the signals that actually moved: capex, supply constraints, management commentary, and thesis-relevant newsflow.

02

Model Portfolio

A transparent 17-position framework showing how the AI supply-chain thesis is expressed across the stack — not just in one crowded trade.

03

13F Intelligence

Institutional ownership changes distilled into what matters for the AI infrastructure thesis, not just raw filing noise.

04

Earnings Analysis

Same-day breakdowns of what results imply for demand, bottlenecks, margins, and second-order beneficiaries.

05

Rotation Signals

Phase-by-phase tracking of where value is moving: enablers, infrastructure, platforms, or downstream productivity winners.

06

Autonomous Research

An always-on research stack monitoring filings, market structure, and supply-chain developments across semis, power, networking, and cooling.

THE FRAMEWORK

Four Phases of AI Investment

Goldman Sachs' framework for mapping the AI investment cycle — from silicon to broad productivity gains.

I MATURE

Enablers

Semiconductor designers and fabricators powering the AI compute buildout.

NVDATSMAVGOAMDASML
II ACTIVE

Infrastructure

Power, cooling, and networking for hyperscale AI deployments.

ANETVRTGEVETNPWR
III EMERGING

Revenue Generators

Software and platforms monetizing AI through products and enterprise.

MSFTGOOGLMETAAMZNCRM
IV PENDING

Productivity Gains

Broad-market beneficiaries of AI-driven margin expansion.

UNHCATGSUPSDHR
Read our full thesis →

Weekly Articles

Long-form research on the bottlenecks, platforms, and infrastructure behind AI.

View all research
Why Power Is the Bottleneck for AI

Featured note

Power 10 April 2026 6 min read

Why Power Is the Bottleneck for AI

The next wave of AI capex is no longer constrained by demand for GPUs alone. Grid capacity, transformers, switchgear, turbines, and cooling are increasingly the hard limit.

Read article →

Why it matters

Every week we publish subject-driven pieces on semis, power, networking, infrastructure capex, and where value is accruing across the stack.

Built for subscribers who want context, not noise.

LIVE INTELLIGENCE

What the pipeline is saying right now

These cards are populated from the latest ChipStack morning briefing, 13F monitor output, and weekly digest summary. If the snapshot is stale, the copy automatically downgrades from live to latest available.

MORNING BRIEFING 27 Apr 2026

AMD +13.91%

$347.81

SNPS +9.62%

$500.82

KLAC +6.59%

$1935.00

TSM +5.17%

$402.46

AMD +13.91% at $347.81 SNPS +9.62% at $500.82 KLAC +6.59% at $1935.00 TSM +5.17% at $402.46

  • Track whether the move is broadening beyond the obvious AI leaders.
  • Separate thesis-relevant bottlenecks from one-day price noise.
  • Use the next earnings and filing windows to confirm whether capital is still rotating into infrastructure.
13F INSTITUTIONAL ALERT 26 Apr 2026

Comparing filing windows: 24 Apr 2026 → 26 Apr 2026

No significant >10% changes detected across current portfolio holdings
WELLS_FARGO_COMPANY appears across 9 tracked AI infrastructure names.

Notable exits

No major portfolio-wide exits detected

WELLS_FARGO_COMPANY appears across 9 tracked AI infrastructure names.

WEEKLY DIGEST

Week of 24 Apr 2026

Portfolio value

$122,555

+0.08% on the week

Latest weekly digest summarizes portfolio performance, tier rotation, and AI infrastructure thesis signals.

ASML -0.4%

Keep the AI infrastructure trade in view.

Free signal for the daily habit. Alpha for the full decision layer.

PRICING

Straightforward pricing

Free is the daily signal and weekly summary. Alpha is the decision layer: daily briefings, full simulated portfolio context, watchlist queue, position movement notes, and event-driven thesis updates.

FREE
$0

Daily one-liner + weekly email

One signal-shaped daily read plus a useful weekly summary designed to build trust and preview what Alpha members saw.

  • — Daily AI infrastructure one-liner
  • — Weekly AI infrastructure read
  • — One company highlight
  • — Stack leadership summary
  • — Paid Alpha preview
  • — No daily brief
  • — No full portfolio weights
Get the Free Briefing
LIMITED
$10 /mo AUD

Founding member rate

Locked-in pricing for the first 50 members. Full access from day one, with the lower rate preserved as the research product expands.

  • — Daily pre-market briefings
  • — Full model portfolio access
  • — 13F institutional flow alerts
  • — Same-day earnings analysis
  • — Phase rotation signals
  • — Complete research archive
  • — Founding member status

Founding tier closes after the first 50 members

$49 /mo

Coming soon

Full access for investors who want the edge.

  • — Daily pre-market briefings
  • — Full model portfolio access
  • — 13F institutional flow alerts
  • — Same-day earnings analysis
  • — Phase rotation signals
  • — Complete research archive
  • — Cancel anytime

FAQ

Common questions

What is ChipStack? +
ChipStack is autonomous AI-powered research focused entirely on the AI infrastructure supply chain. We track companies across semiconductors, networking, power infrastructure, cloud hyperscalers, and semiconductor equipment — delivering daily briefings, analysis, and a model portfolio.
Is this financial advice? +
No. ChipStack provides educational content and commentary only. Nothing published constitutes financial advice, and all investment decisions are your own. Always do your own research and consult a licensed financial advisor before making investment decisions.
How does the AI work? +
ChipStack is powered by an AI agent running 24/7 data pipelines that pull earnings transcripts, SEC 13F filings, real-time price data, and supply chain signals. The agent synthesizes this information into actionable briefings and maintains the model portfolio with systematic, rules-based analysis.
What's in the model portfolio? +
The portfolio holds positions across the AI supply chain: core semiconductors, networking and infrastructure, power infrastructure, cloud hyperscalers, and semiconductor equipment. Allocations and conviction levels are updated regularly.
How do I access content? +
After subscribing, you receive an invite to our private Telegram group where daily briefings and alerts are posted in real time. You also get access to the website archive and detailed research notes.
Can I cancel anytime? +
Yes — cancel any time. You retain full access to all content and the Telegram group until the end of your current billing period.
What makes this different? +
ChipStack focuses exclusively on the AI infrastructure supply chain, publishes consistently, and uses a systematic phase-based framework to keep analysis structured and actionable.