Smartkarma AI Primers, Smartkarma

αSK Primers

Smartkarma AI Primers

Smartkarma

Smartkarma unites the fragmented investment industry, connecting institutional investors, independent research providers, and corporates within a single network.

Research Reinvented

Equity Bottom-Up

Provides market intelligence and alternative-data research and analytics for investors, brands, and corporate customers

<ul>
 <li>
Sustained High-Growth Pure-Play Alternative Data Leader: <a href="https://smartkarma.com/entities/yipitdata">YipitData</a> has established a premier market position delivering granular, ticker-level alternative data analytics and market intelligence to over 650 institutional investors and enterprise corporations, scaling Annual Recurring Revenue (ARR) from $215M at FY2025-end to $260M in August 2026, on track to reach ~$280M for FY2026 (+30%+ YoY).</li>
 <li>
Potential $2.5B-$3.0B Liquidity Event: Carlyle-backed <a href="https://smartkarma.com/entities/yipitdata">YipitData</a> is actively exploring strategic sale options via Goldman Sachs, with reported valuation targets spanning $2.5B to $3.0B (~9.0x to 10.7x 2026E ARR), highlighting institutional scarcity value for verified, hard-to-replicate proprietary data assets amid accelerating AI-driven workflows.</li>
 <li>
Expanding Addressable Market via Corporate Intelligence: The platform is successfully diversifying beyond its core hedge fund customer base into brand and corporate analytics (including clients such as Walmart, Lowe's, and Ulta Beauty) and B2B enterprise procurement spend intelligence (SpendHound), structurally broadening long-term Net Revenue Retention (NRR) and TAM.</li>
</ul>This content is AI-generated and displayed for general informational purposes only. Please verify independently before use.


  
Sustained High-Growth Pure-Play Alternative Data Leader: YipitData has established a premier market position delivering granular, ticker-level alternative data analytics and market intelligence to over 650 institutional investors and enterprise corporations, scaling Annual Recurring Revenue (ARR) from $215M at FY2025-end to $260M in August 2026, on track to reach ~$280M for FY2026 (+30%+ YoY).
  
Potential $2.5B-$3.0B Liquidity Event: Carlyle-backed YipitData is actively exploring strategic sale options via Goldman Sachs, with reported valuation targets spanning $2.5B to $3.0B (~9.0x to 10.7x 2026E ARR), highlighting institutional scarcity value for verified, hard-to-replicate proprietary data assets amid accelerating AI-driven workflows.
  
Expanding Addressable Market via Corporate Intelligence: The platform is successfully diversifying beyond its core hedge fund customer base into brand and corporate analytics (including clients such as Walmart, Lowe's, and Ulta Beauty) and B2B enterprise procurement spend intelligence (SpendHound), structurally broadening long-term Net Revenue Retention (NRR) and TAM.
This content is AI-generated and displayed for general informational purposes only. Please verify independently before use.

Primer: YipitData (YIPITDATA US) - Sep 2026

Independent Investment Research & Investor, Maverick Equity Research

Maverick Equity Research

Independent Investment Research & Investor

Independent Investment Research & Investor: value, dividend and growth stocks. Risk management & hedging for an all weather portfolio.

Thematic (Sector/Industry)

<ul><li>Independent of what type of investor, trader, business person, or professional you are, obtaining a real-time solid overview of the current state of the U.S. economy is key!</li><li>There are many ways to approach such a research report, ranging from highly technical to more accessible, lengthy to concise, yet as always I aim to provide you with a distinctive perspective, original analysis, compelling visuals, and key insights.</li><li>For this special occasion, you get my approach of decoding the U.S. Economy by looking way beyond the traditional economic metrics.</li></ul>

Independent of what type of investor, trader, business person, or professional you are, obtaining a real-time solid overview of the current state of the U.S. economy is key!There are many ways to approach such a research report, ranging from highly technical to more accessible, lengthy to concise, yet as always I aim to provide you with a distinctive perspective, original analysis, compelling visuals, and key insights.For this special occasion, you get my approach of decoding the U.S. Economy by looking way beyond the traditional economic metrics.

Decoding the U.S. Economy in Real-Time Through Sleek High Frequency & Alternative Data

Equity/Index & Cross Asset Volatility Specialist, Cameron Design

Jay Cameron

Equity/Index & Cross Asset Volatility Specialist

Cameron Design

We specialize in financial products and volatility. Our strategies balance speed, data, and risk control to capture opportunities across global markets. Our research leverages AI and data analytics to continuously refine our algorithms and adapt to evolving market dynamics.

Commodities

Gold is a chemical element with the symbol Au (from Latin: aurum) and the atomic number 79. In its purest form, it is a bright, slightly reddish yellow, dense, soft, malleable and ductile metal. Chemically, gold is a transition metal and a group 11 element. It is one of the least reactive chemical elements, and is solid under standard conditions. The metal therefore occurs often in free elemental (native) form, as nuggets or grains, in rocks, in veins and in alluvial deposits. It occurs in a solid solution series with the native element silver (as electrum) and also naturally alloyed with copper and palladium. Less commonly, it occurs in minerals as gold compounds, often with tellurium (gold tellurides).

<ul>
<li>Signs are there that a US-Iran negotiations have a chance to progress towards a resolution of the current conflict.  This has allowed Brent to maintain $86 levels ending this week.</li>
<li>Gold and silver have been waiting for an end to risk aversion in commodities, noting that COMEX futures positions are down both for long and short positions. </li>
<li>This insight dives into various factors and alternative metrics that could hint the direction of the precious metals markets over the next few months.</li>
</ul>


Signs are there that a US-Iran negotiations have a chance to progress towards a resolution of the current conflict.  This has allowed Brent to maintain $86 levels ending this week.
Gold and silver have been waiting for an end to risk aversion in commodities, noting that COMEX futures positions are down both for long and short positions. 
This insight dives into various factors and alternative metrics that could hint the direction of the precious metals markets over the next few months.


The Ceasefire Catalyst: COMEX Positioning, Vault Flows, and the Next Precious Metals Rally

Comprehensive Financial & Economic Taiwan Database, Taiwan Economic Journal

Taiwan Economic Journal

Comprehensive Financial & Economic Taiwan Database

Founded in April 1990, Taiwan Economic Journal (TEJ) specializes in providing all required and value-added information for fundamental analysis of the securities financial market. TEJ is managed by a team of professionals proficient in data collection, economic analysis, and computer applications. After years of effort, we have grown to become the largest and most comprehensive financial and economic database in Taiwan. Our primary business is selling domestic and international data on securities, finance, industries, and macroeconomics. Additionally, we provide consulting services in economic analysis, model design, and database construction.

<ul><li>TCRI Watchdog (WD) converts complex news and announcements into standardized quantitative alternative data.</li><li>Building on our research into “ Official Announcements (Source P) ” and “ Media News (Source N) ,” we have confirmed that disclosure channels directly dictate the speed and structure of market digestion.</li><li>This chapter moves from macro “Event Categories” to micro “Source × Sub-category” dimensions to capture actionable Alpha within granular events.</li></ul>

TCRI Watchdog (WD) converts complex news and announcements into standardized quantitative alternative data.Building on our research into “ Official Announcements (Source P) ” and “ Media News (Source N) ,” we have confirmed that disclosure channels directly dictate the speed and structure of market digestion.This chapter moves from macro “Event Categories” to micro “Source × Sub-category” dimensions to capture actionable Alpha within granular events.

How Information Sources Shift Stock Prices: Empirical Evidence from TCRI Watchdog

President, Vision Research

Robert C Prather Jr

President

Vision Research

Vision Research was formed in 2004 with the vision of generating the best possible fundamental analysis and investment research for smid cap US equities. In 2008, we broadened our coverage to include mid/large cap US stocks.  After researching a  few ideas outside the US each year for a number of years, we launched a dedicated non-US equity product at the end of 2015.  This was followed by the introduction of a product focused on IPOs in mid-2017.

Fundamental Insight

Shenzhou International / Equity Bottom-Up

Shenzhou International Group Holdings Limited is a vertically integrated knitwear manufacturer. The company produces knitted sportswear, casual wear, and lingerie, and offers services such as customized fabrics, dyeing, finishing, printing, embroidery, cutting, and sewing. It is headquartered in Hong Kong and was founded in 2005.

<ul>
<li>Key customers &amp; their retail partners battling excess inventory, waning consumer demand, and market share losses in certain geographies</li>
<li>Plans for capacity expansion amid demand uncertainties and alt data and macro picture may prove aggressive and along with risks of reshoring/nearshoring &amp; friend-shoring may prove margin dilutive</li>
<li>Consensus expectations for 2H23 and 2024 appear overly optimistic and valuation is not cheap given the growth profile</li>
</ul>


Key customers &amp; their retail partners battling excess inventory, waning consumer demand, and market share losses in certain geographies
Plans for capacity expansion amid demand uncertainties and alt data and macro picture may prove aggressive and along with risks of reshoring/nearshoring &amp; friend-shoring may prove margin dilutive
Consensus expectations for 2H23 and 2024 appear overly optimistic and valuation is not cheap given the growth profile


Shenzhou (2313 HK): Contract Mfr for Leading Sportswear Brands Facing Challenging Demand Outlook.