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Data Insights
Legal Insights
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Legal Wraps
Visit Explorer to Discover Data
Contact Us
About Eagle Alpha

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Strategic Insights

Articles

Strategic Insights Members

The Rise of Private Credit: Opportunity, Opacity, and Emerging Systemic Risks

Corporate credit sits at the center of the modern financial system, channeling trillions in capital between investors and the real economy. Yet as public bond markets and private credit evolve along diverging paths, new vulnerabilities are emerging beneath the surface.

By Mikheil Shengelia

• 15 days ago

Strategic Insights Members

Practical Uses for Model Context Protocol and What's Needed to Get Us There

While traditional large language models are optimized for words, speakers noted the challenges of handling time series data, and how MCP can help make this integration smoother, strengthening predictive outcomes.

By Mikheil Shengelia

• 2 months ago

Macro/Fixed Income Members

Alternative Data for Macro Gaps

The erosion of trust in official government statistics, particularly from the Bureau of Labor Statistics, highlights the risks posed when data collection faces political interference, funding cuts, and falling response rates.

By Mikheil Shengelia

• 3 months ago

Sentiment Members

Reddit, YouTube, TikTok: New Frontiers in Investor Sentiment

Advances in NLP, machine learning, and LLMs now allow asset managers to filter noise and extract actionable insights from platforms like Reddit, YouTube, and TikTok.

By Mikheil Shengelia

• 3 months ago

Strategic Insights Members

The Hidden Infrastructure of Agentic AI: Why Data Architecture Determines Success in Investment Research

The quality and architecture of underlying data infrastructure determines whether AI delivers real value or expensive disappointment.

By Mikheil Shengelia

• 3 months ago

Strategic Insights Members

The Strategic Imperative of Data Sourcing in Alternative Data for Buyside Firms

As the use of alternative data becomes central to the alpha generation process, buyside firms are investing heavily in building out their data infrastructure. At the heart of this transformation lies the data sourcing function.

By Mikheil Shengelia

• 4 months ago

Strategic Insights Members

NLP-as-a-Service: Unlocking Scalable Language Intelligence

NLP-as-a-Service (NLPaaS) refers to cloud-based platforms that provide natural language processing capabilities through APIs and SDKs, and platform interface. This allows users to integrate language understanding into applications without building and training NLP models from scratch.

By Mikheil Shengelia

• 8 months ago

Strategic Insights Members

Tracking Tariffs: How Alternative Data Can Help You Stay Ahead

In response to the latest developments on trade policy, we’ve curated a dedicated Tariff Collection on the Eagle Alpha platform, featuring 17 high-value datasets across categories such as trade flows, consumer behavior, and supply chain dynamics.

By Mikheil Shengelia

• 8 months ago

Articles Members

From Raw Data To Real Returns: The Business of Data Monetization

How a mid-size european SaaS platform turned a simple inquiry into a multi-million dollar data revenue stream in 6 months

By Mikheil Shengelia

• 8 months ago

Strategic Insights Members

AI, Infrastructure, and Intelligence: The New Tech Stack for Hedge Funds

Eagle Alpha’s Alternative Data Conference in New York on February 12, 2025, brought together industry leaders, investors, and data providers for a day of in-depth discussions on the evolving alternative data landscape including AI, consumner insights, and market trends.

By Mikheil Shengelia

• 9 months ago

Strategic Insights Members

Value Creation in Private Equity: Talent, Revenue, Operations

This session in discussion with Tom Liu, Managing Partner and Founder of Ideate Capital, was part of Eagle Alpha's Alternative Data Conference in NYC on February 12th, 2025.

By Mikheil Shengelia

• 9 months ago

Strategic Insights Members

Web Traffic and Clickstream Data Market

It is essential for businesses to understand customer journeys at various touchpoints and clickstream data analytics has become an important tool when evaluating online behaviors with the market size expected to reach 1.3 billion USD by 2030.

By Mikheil Shengelia

• a year ago

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