Skip to content

Get Access
Solutions
Blog
Community
Company
Members

data analytics

July 21, 20250Comments

Forget Chips, AI Firms Need Higher Quality Data to Win

To build real artificial intelligence (AI), high-quality training data is arguably the single most important ingredient.

by David Trainer, Founder & CEO

Danger Zone

January 27, 20200Comments

Don’t Buy This Turnaround Story

A combination of falling core earnings and economic earnings, low ROIC, and an overvalued stock price land this Tech stock in the Danger Zone.

by Kyle Guske II, Senior Investment Analyst, MBA

Search

Live-traded Indices
Free Trainings
David Trainer’s E-Letters
—
Long Ideas
Danger Zone (Sell/short ideas)
IPO Research
Footnotes Season Finds
—
Stock Picking Awards & Media Features
Testimonials
General Market Comments
—
Model Portfolios
– Focus List Stocks: Long
– Focus List Stocks: Short
– Most Attractive Stocks
– Most Dangerous Stocks
– Best & Worst ETFs & Mutual Funds by Sector
– Best & Worst ETFs & Mutual Funds by Style
– Exec Comp Aligned With ROIC
– Safest Dividend Yields
– Dividend Growth Stocks
– Model Portfolio Performance
—
— Training & Education —
Join Our Online Community
How To Use Our Site
Investing 101
Backtest Data Details & Case Studies
Accounting Rule Changes
ROIC Drives Equity Valuation
– Enterprise Value Optimization
DOL Fiduciary Regulation
M&A Analysis
Fundamental Macro Trends & Sector Fundamentals
Machine Learning & AI for Smarter Investing
—
Company Report Index
– Tesla (TSLA) – 26 reports
– Netflix (NFLX) – 24 reports
– General Motors (GM) – 15 reports
– Snap (SNAP) – 14 reports
– Carvana (CVNA) – 11 reports
– Disney (DIS) – 10 reports
– Intel Corporation (INTC) – 10 reports
– Wayfair (W) – 11 reports
– Uber (UBER) – 10 reports
– Beyond Meat (BYND) – 10 reports
– Peloton (PTON) – 10 reports
– Spotify (SPOT) – 9 reports
– Walmart (WMT) – 9 reports
– DoorDash (DASH) – 9 reports
– Skechers USA (SKX) – 9 reports
– JPMorgan (JPM) – 9 reports
– Rivian Automotive (RIVN) – 8 reports
– Target (TGT) – 7 reports
– Coinbase (COIN) – 7 reports
– Oracle (ORCL) – 7 reports
– McDonald’s Corporation (MCD) – 7 reports
– HCA Healthcare (HCA) – 7 reports
– Discover Financial (DFS) – 7 reports
– AutoZone (AZO) – 7 reports
– Shake Shack (SHAK) – 7 reports
– D.R. Horton (DHI) – 7 reports
– Meritage Homes (MTH) – 7 reports
– Cisco Systems (CSCO) – 7 reports
– Allison Transmission Holdings (ALSN) – 7 reports
– Valeant (VRX) – 6 reports
– Cracker Barrel (CBRL) – 6 reports
– Best Buy (BBY) – 6 reports
– Amazon (AMZN) – 6 reports
– Verizon Communications (VZ) – 6 reports
– GameStop (GME) – 6 reports
– Alphabet (GOOGL) – 6 reports
– Colgate-Palmolive (CL) – 6 reports
– Southwest Airlines (LUV) – 6 reports
– Ford (F) – 6 reports
– NVR Inc. (NVR) – 6 reports
– Affirm Holdings (AFRM) – 6 reports
– Amgen (AMGN) – 6 reports
– Johnson & Johnson (JNJ) – 6 reports
– John B. Sanfilippo & Son (JBSS) – 5 reports
– SYSCO Corporation (SYY) – 5 reports
– Zendesk (ZEN) – 5 reports
– Lam Research Corp (LRCX) – 5 reports
– Lear Corp (LEA) – 5 reports
– Universal Health Services (UHS) – 5 reports
– HF Sinclair (DINO) – 5 reports
– Omnicom Group (OMC) – 5 reports
– Allstate (ALL) – 5 reports
– Dropbox (DBX) – 5 reports
– Robinhood Markets (HOOD) – 5 reports
– Sweetgreen (SG) – 5 reports
– Kimberly-Clark (KMB) – 5 reports
– Microsoft (MSFT) – 5 reports
– Caterpillar (CAT) – 4 reports
– TrueCar (TRUE) – 4 reports
– Simon Property Group (SPG) – 4 reports
– Thor Industries (THO) – 4 reports
– Box, Inc. (BOX) – 4 reports
– Pinterest (PINS) – 4 reports
– Shopify (SHOP) – 4 reports
– MasTec Inc. (MTZ) – 4 reports
– AMC Entertainment (AMC) – 4 reports
– Eventbrite (EB) – 4 reports
– Equinix (EQIX) – 3 reports
– Cummins (CMI) – 3 reports

About Us Testimonials In the News Support Careers General Legal Documentation

Copyright 2025 New Constructs, LLC All Rights Reserved

Registration on or use of this site constitutes acknowledgement of our Disclosures and Disclaimers and acceptance of our Terms of Use and Privacy Policy.