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Modular Data & AI Infrastructure for Hedge Funds and Investment Banks

We replace manual investment workflows with scalable AI pipelines helping you onboard data faster, accelerate diligence, and make smarter decisions without adding headcount

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Why Leading Trading and Investment Firms Trust Us

OutcomeCatalyst

Ingest Any Data, Any Format


From PDFs to databases, spreadsheets, and scraped web content, our ingestion engine standardizes and governs your data for analysis

Plug into Your Existing Stack

 

Built to plug directly into OMS, risk, execution, and research models without disrupting your existing workflows

AI-Driven Investment Workflows


We enrich and structure your data to fuel AI applications that surface investment insights instantly

Flexible Deployment, Zero Headaches

 

On-prem, cloud, or hybrid — we scale with you, ensuring speed, security, and full control

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Proudly recognized by Insight Partners for driving AI innovation in financial services.

Built for the Most Complex Financial Workflows

Hedge Funds & Systematic Strategies

Turn fragmented, multi-source data into real-time trading intelligence. Our platform ingests, structures, and enriches alternative & market data to power quant strategies, derivatives pricing, and high-frequency decision-making without the manual overhead.

Investment Banks & Capital Markets

Unify execution, risk, and pricing models with real-time data pipelines. From cross-platform order execution to automated risk & PnL monitoring, our custom solutions integrate directly into trading infrastructure—eliminating manual bottlenecks in mission-critical workflows.

Market Making & Sell-Side Trading

Leverage high-velocity data processing to execute faster and price more efficiently. We enable custom trade automation, data synchronization across OMS/RMS, and dynamic liquidity modeling to keep up with real-time market fluctuations.

Equities & Commodity Trading

Bridge structured, semi-structured, and unstructured data to optimize pricing, spread discovery, and liquidity analysis across equities, futures, and commodities. Our real-time processing stack ingests broker chats, order flow, market data, and trade messages, transforming fragmented signals into actionable pricing intelligence.

Automating High-Velocity Data Integration

Integrate, structure, and enrich multi-source data for real-time decision-making. OutcomeCatalyst transforms fragmented market data, alternative sources, and trading signals into ready-to-use intelligence for execution, pricing, and risk workflows.

Market Data

Live stock prices, bond yields, FX, and commodities feeds

Alternative Data

Satellite imagery, credit card flows, shipping/trade insights

Corporate Events

M&A, dividend actions, IPO pipeline, earnings surprises

Trading Signals

Execution data, order flow, broker IOIs, and liquidity snapshots

Company Fundamentals

Balance sheets, valuations, institutional ownership

Macroeconomic & Policy

Inflation metrics, monetary policy, global economic trends

Quantitative Data

Technical indicators, implied volatility, spread modeling

Credit and Fixed Income

Loan packages, CDS curves, collateral & spreads

Sentiment & News

AI-driven signal extraction from news, social, and filings

Built as Interoperable Modules, Not a Monolithic Platform

​We power real-time decision-making across hedge funds, trading desks, and M&A teams from signal generation to diligence automation. Clients plug in only what they need: ingestion, structuring, enrichment, orchestration, and workflow specific AI/ML models.

OutcomeCatalyst Platform

INGEST

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CSVs, PDFs, emails, APIs

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Pull raw data from any source: structured or messy

STRUCTURE

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Normalize, timestamp, resolve entities

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Transform raw data into clean, decision-ready tables

DEPLOY

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To models, dashboards, notebooks

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Feed clean data directly into your valuation models or risk engines

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NLP on documents

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ML models for prediction/classification

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AI agents to automate repetitive research and diligence workflows

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Sentiment analysis on calls, chats, filings

AI MODULES

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Experts in Best-in-Class Technologies

OutcomeCatalyst maintains talent and expertise in multiple platforms to ensure maximum compatibility with infrastructure, database and other tools.

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Selected Articles and Blogs

A Relevant and Critical Solution to
Todays Investment Data Management Challenges

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Insight Partners: How AI is fueling innovation in Financial Services

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Data Management Challenges Lead 79% of Financial Firms to Increase Budgets

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Breaking Down Economic Trade with Alternative Data

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Harnessing the Power of AI to Enhance Investment Decision-Making

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AI Agents could make traditional investment teams obsolete.

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Investors mining new data to predict retailers' results

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