Increase Alpha Company Profile

Background

Overview

Increase Alpha is a Washington, D.C.-based fintech startup specializing in predictive artificial intelligence (AI) solutions for institutional investors. Founded by Sid Ghatak, a former U.S. government AI policy advisor, the company focuses on delivering AI-powered equity trading signals derived exclusively from public data sources. This approach aims to provide institutional investors with unique, uncorrelated alpha—excess returns beyond standard market benchmarks—while mitigating common issues associated with alternative data, such as compliance risks and data preprocessing challenges.

Mission and Vision

Increase Alpha's mission is to revolutionize investment strategies by integrating advanced AI technologies that transform qualitative financial data into actionable, quantitative insights. The company's vision is to empower institutional investors with reliable, high-accuracy predictive signals that seamlessly integrate into existing investment frameworks, thereby enhancing decision-making processes and driving superior financial performance.

Primary Area of Focus

The company's primary focus is on developing and deploying a proprietary Predictive Artificial Intelligence (PAI) engine that forecasts short-term price movements across a broad spectrum of equities. By leveraging deep learning models trained on extensive public data, Increase Alpha aims to deliver consistent and measurable alpha generation for its clients.

Industry Significance

In the rapidly evolving fintech landscape, Increase Alpha stands out by addressing the critical need for innovative, data-driven investment tools. Its emphasis on public data utilization and AI-driven predictions positions the company as a significant player in the quest for uncorrelated alpha, catering to the growing demand among institutional investors for advanced, reliable, and compliant investment solutions.

Key Strategic Focus

Core Objectives

• Alpha Generation: To consistently produce uncorrelated alpha by accurately predicting short-term price movements across a diverse set of equities.

• Seamless Integration: To provide ready-to-use predictive signals that integrate effortlessly into existing investment strategies, minimizing the need for internal data processing and model development.

• Scalability and Reliability: To develop a scalable and reliable AI platform capable of handling large volumes of data and delivering consistent performance over time.

Specific Areas of Specialization

• Predictive Analytics: Utilizing advanced AI and machine learning techniques to analyze public financial data and generate predictive signals.

• Data Engineering: Developing robust data pipelines that process and structure public data sources for effective AI model training.

• Financial Technology Integration: Creating solutions that integrate predictive signals into institutional investment workflows without disrupting existing processes.

Key Technologies Utilized

• Deep Learning Models: Employing proprietary deep learning architectures to analyze complex financial data and generate accurate predictions.

• Natural Language Processing (NLP): Applying NLP techniques to extract insights from unstructured public financial documents, such as company filings and disclosures.

• Cloud Computing: Leveraging cloud infrastructure to ensure scalability, reliability, and efficient processing of large datasets.

Primary Markets or Conditions Targeted

• Institutional Investors: Providing hedge funds, portfolio managers, and other institutional investors with predictive signals that enhance investment decision-making.

• Equity Markets: Focusing on the U.S. equity market, particularly the Russell 3000 index, to deliver comprehensive coverage of publicly traded companies.

Financials and Funding

Funding History

In October 2025, Increase Alpha secured $3.5 million in seed funding to support the launch of its AI-driven predictive signal engine. The funding round was led by Bartt Kellermann, CEO of Battle of the Quants.

Total Funds Raised

As of February 2026, Increase Alpha has raised a total of $3.5 million in seed funding.

Notable Investors

• Bartt Kellermann: CEO of Battle of the Quants, a platform that facilitates discussions among hedge fund managers and quantitative finance professionals.

Intended Utilization of Capital

The capital raised is intended to accelerate the development and deployment of Increase Alpha's predictive signal engine, focusing on:

• Product Development: Enhancing the AI platform's capabilities and performance.

• Market Expansion: Onboarding additional institutional clients and expanding market reach.

• Operational Scaling: Building out the team and infrastructure to support growth and ensure service reliability.

Pipeline Development

Key Pipeline Candidates

Increase Alpha's pipeline includes the continuous refinement and expansion of its predictive signal engine, with a focus on:

• Model Enhancement: Improving the accuracy and reliability of predictive models through ongoing research and development.

• Data Integration: Incorporating additional public data sources to enhance model inputs and predictions.

• Client Onboarding: Engaging with institutional investors to integrate the predictive signals into their investment strategies.

Stages of Development

• Research and Development: Ongoing efforts to refine AI models and data processing techniques.

• Pilot Testing: Collaborations with select institutional investors to validate the effectiveness of predictive signals.

• Full Deployment: Scaling the platform for broader institutional adoption.

Target Conditions

The primary focus is on forecasting short-term price movements in U.S. equities, particularly those within the Russell 3000 index.

Relevant Timelines

The company is in the process of onboarding several top-tier funds and is expected to expand its client base in the coming months.

Technological Platform and Innovation

Proprietary Technologies

• Predictive Artificial Intelligence (PAI) Engine: A proprietary AI platform that generates predictive signals for equity trading based on public data.

• Deep Learning Models: Custom-developed models designed to analyze complex financial data and produce accurate predictions.

Significant Scientific Methods

• Feature Engineering: Transforming qualitative financial data into quantitative features that can be utilized by AI models.

• Natural Language Processing (NLP): Extracting insights from unstructured public financial documents to inform predictive models.

AI-Driven Capabilities

• High-Accuracy Predictions: Achieving 70% directional accuracy across hundreds of equities, surpassing the 52-55% accuracy typically targeted by hedge funds.

• Uncorrelated Alpha Generation: Delivering 90% cumulative excess returns over the past three years, providing unique and uncorrelated alpha to institutional investors.

Leadership Team

Sid Ghatak – Founder and CEO

Sid Ghatak brings over 25 years of institutional experience in building forecasting systems for governments, central banks, and Fortune 500 companies. He architected the $3 trillion analytics platform used by the London Stock Exchange and developed forecasting strategies for the White House, Federal Reserve, and Federal Energy Regulatory Commission. Additionally, he co-authored the U.S. government's AI Maturity Model.

Emely Reyes – Analyst

Emely Reyes serves as an analyst at Increase Alpha, contributing to the company's research and development efforts.

Shohan Ghatak – Summer Intern

Shohan Ghatak is a summer intern at Increase Alpha, gaining experience in the fintech industry.

Competitor Profile

Market Insights and Dynamics

The fintech industry, particularly in the realm of AI-driven investment solutions, is experiencing rapid growth. Institutional investors are increasingly seeking innovative tools that provide uncorrelated alpha and integrate seamlessly into existing investment strategies. The demand for such solutions is driven by the need for enhanced decision-making capabilities and superior financial performance.

Competitor Analysis

Increase Alpha operates in a competitive landscape with several key players:

• Estimize: A platform that crowdsources earnings estimates and financial data, offering alternative insights to traditional financial analysis.

• The Motley Fool: A multimedia financial services company providing investment advice, stock recommendations, and analysis.

• Market Realist: A financial media company that offers investment research and analysis across various sectors.

These competitors provide alternative data and analysis tools but may not offer the same level of predictive AI capabilities or focus on uncorrelated alpha generation as Increase Alpha.

Strategic Collaborations and Partnerships

Increase Alpha has engaged in pilot programs with several top-tier hedge funds, demonstrating the practical application and effectiveness of its predictive signal engine. These collaborations aim to validate the platform's performance and facilitate broader adoption within the institutional investment community.

Operational Insights