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Research preview

An AI-infrastructure research engine — live.

A curated, public slice of the workspace: AI-generated deep-dives, conviction & upside scoring, ETF look-through, 13F tracking and a ranked news feed. Portfolio holdings and editing stay private.

Explore the research

Conviction leaderboard

ranked by conviction
  • MSFTHold

    Microsoft Corp

    78/100

    conviction

    +20%

    upside

    fair-3.2%
  • TSMHold

    Taiwan Semiconductor Manufacturing Co Ltd

    78/100

    conviction

    +10%

    upside

    fair+1.2%
  • NVDAHold

    NVIDIA Corp

    76/100

    conviction

    +20%

    upside

    fair-1.0%
  • ASMLHold

    ASML Holding NV

    73/100

    conviction

    +10%

    upside

    fair-0.0%
  • AVGOHold

    Broadcom Inc

    71/100

    conviction

    +10%

    upside

    fair-4.7%
  • MUTrim

    Micron Technology Inc

    47/100

    conviction

    +10%

    upside

    expensive+6.8%
  • ARMHold

    Arm Holdings PLC

    45/100

    conviction

    +10%

    upside

    fair-7.2%
  • VRTHold

    Vertiv Holdings Co

    44/100

    conviction

    —

    upside

    expensive+7.5%
  • AMDHold

    Advanced Micro Devices Inc

    35/100

    conviction

    +10%

    upside

    fair+2.7%

Featured report

MSFT

Microsoft Corp

Solid

Wide-moat hyperscaler at forward P/E ~23 (trailing ~22, below its own history), 26% ROIC, ~46% operating margins; Azure/Copilot AI monetization intact, but AI capex is compressing gross and FCF margins.

Conviction

78/100

Expected · bull

+20% · +50%

Cloud / neocloud / hyperscaler infrastructurefair
Read the full report

Latest signals

See all news
  • Chevron Signs 20-Year Power Agreement with Microsoft for West Texas Data Center

    YahooMSFTbullish· today
  • Chevron Strikes Power Deal With Microsoft for West Texas AI Data Center

    YahooMSFTbullish· today
  • Chevron, Microsoft strike 20-year deal to power massive AI data center

    YahooMSFTbullish· today
  • Chevron signs 20-year natural gas deal with Microsoft for AI data center

    YahooMSFTbullish· today
  • Micron and Anthropic Announce Strategic Agreement to Scale Next-Generation AI Infrastructure

    YahooMUbullish· today

How it works

1. Discover

News, 13F & X surface candidates

2. Research

Opus 4.8 writes a structured deep-dive

3. Score

Conviction, two-sided EV, risk-adjusted upside

4. Signal

Ranked changes worth a human decision

Every report is graded against a fixed research constitution — two-sided expected value, explicit bear case, and calibration that's honest about a short track record.