ACCELERATE SIGNAL DISCOVERY. expand alpha opportunities.
Unify fragmented data into one trusted layer. Onboard new sources in hours, backtest more signals across markets, and validate strategies faster so you can capture opportunities before competitors do.
OutcomeCatalyst
Platform
OutcomeCatalyst
Platform
OutcomeCatalyst
Platform
the challenge
your edge is buried in disconnected systems
Even the most sophisticated funds are slowed by fragmented data across research, trading, and risk systems. Analysts spend hours mapping schemas, reconciling sources, and rebuilding models. Legacy infrastructure wasn’t built for today’s AI-native workflows.
The result: latency, data drift, and missed opportunities.
Even the most sophisticated funds are slowed by fragmented data across research, trading, and risk systems. Analysts spend hours mapping schemas, reconciling sources, and rebuilding models. Legacy infrastructure wasn’t built for today’s AI-native workflows.
The result: latency, data drift, and missed opportunities.
Problem
Fragmented trading, risk, and third-party data systems take months to integrate and hinder signal discovery.
Problem
Fragmented trading, risk, and third-party data systems take months to integrate and hinder signal discovery.
Solution
OutcomeCatalyst unifies all data into one governed layer. PMs can find signals sooner and validate their thesis faster.
Solution
OutcomeCatalyst unifies all data into one governed layer. PMs can find signals sooner and validate their thesis faster.
our solution
our solution
How Our Agents Drive Capital Markets Workflows
How Our Agents Drive Capital Markets Workflows
OutcomeCatalyst agents plug into your stack to transform raw data into actionable signals — so portfolio managers, quants, and risk teams spend less time wrangling data and more time trading profitably.
OutcomeCatalyst agents plug into your stack to transform raw data into actionable signals — so portfolio managers, quants, and risk teams spend less time wrangling data and more time trading profitably.
Ingest + Orchestrate
Real-time data pipelines that scale automatically with new sources
Automate
Audit-ready lineage and compliance
Featurize
Feeds your backtests and models with high-quality inputs aligned to your data model
Converse
Query your entire data layer in plain language
use cases
how firms use outcomecatalyst
Backtest drift strategies by unifying estimates, filings, and alt data
5X Acceleration of Signal Generation in Investment Research
5X Acceleration of Signal Generation in Investment Research
CUT BACKTEST PREP TIME BY 60%
Parse trustee/indenture reports to model waterfalls and OC triggers
Cut data ingestion time by 24X, reducing data engineering overhead by 40%
REDUCE MANUAL MODELING EFFORT BY 40%
Parse trustee/indenture reports to model waterfalls and OC triggers
REDUCE MANUAL MODELING EFFORT BY 40%
Onboard FX/commodity feeds quickly to test carry and correlation trades before markets move
Reduced CFO time spent on financial analysis from weeks to hours
TEST NEW MACRO SIGNALS 5X FASTER
$50m rev/year clinical trials
portco
$50m ARR clinical trials portco
Onboard FX/commodity feeds quickly to test carry and correlation trades before markets move
$50m rev/year clinical trials
portco
results
quantifiable impact across the desk
8X Faster Data Onboarding
Connect any data source — structured or unstructured — and have it modeled, validated, and query-ready in hours instead of weeks.
40% Reduction in Engineering Costs
Automated orchestration and governance replace manual pipeline work, freeing engineering teams to focus on higher-value projects.
10X Faster Backtesting and Model Iteration
Run and validate new signals in hours, not days, with harmonized data instantly accessible for testing and analysis.
8X Faster Data Onboarding
Connect any data source — structured or unstructured — and have it modeled, validated, and query-ready in hours instead of weeks.
40% Reduction in Engineering Costs
Automated orchestration and governance replace manual pipeline work, freeing engineering teams to focus on higher-value projects.
10X Faster Backtesting and Model Iteration
Run and validate new signals in hours, not days, with harmonized data instantly accessible for testing and analysis.
results
quantifiable impact across the desk
Faster Data Onboarding
8X Faster Data Onboarding
Reduce onboarding from weeks to under an hour per source. Accelerate time-to-backtest so you can move from data to decisions faster.
Connect any data source — structured or unstructured — and have it modeled, validated, and query-ready in hours instead of weeks.
8X Faster Data Onboarding
Connect any data source — structured or unstructured — and have it modeled, validated, and query-ready in hours instead of weeks.
Reduced Risk Exposure
40% Reduction in Engineering Costs
Automated QA and complete audit trails ensure data integrity, giving you confidence in every trade and lowering risk exposure.
Automated orchestration and governance replace manual pipeline work, freeing engineering teams to focus on higher-value projects.
40% Reduction in Engineering Costs
Automated orchestration and governance replace manual pipeline work, freeing engineering teams to focus on higher-value projects.
Quicker Investment Decisions
10X Faster Backtesting and Model Iteration
Shorten the cycle from idea to backtest. Validate more strategies, test more ideas, and uncover more paths to alpha.
Run and validate new signals in hours, not days, with harmonized data instantly accessible for testing and analysis.
10X Faster Backtesting and Model Iteration
Run and validate new signals in hours, not days, with harmonized data instantly accessible for testing and analysis.
FAQ
WE ANSWER YOUR QUESTIONS
What types of data sources can you integrate?
What types of data sources can you integrate?
What types of data sources can you integrate?
What types of data sources can you integrate?
How fast can we onboard new datasets?
How fast can we onboard new datasets?
How fast can we onboard new datasets?
How fast can we onboard new datasets?
Does this replace our existing quant stack?
Does this replace our existing quant stack?
Does this replace our existing quant stack?
Does this replace our existing quant stack?
How does this improve backtesting?
How does this improve backtesting?
How does this improve backtesting?
How does this improve backtesting?
Is it secure and compliant?
Is it secure and compliant?
Is it secure and compliant?
Is it secure and compliant?
What measurable outcomes should we expect?
What measurable outcomes should we expect?
What measurable outcomes should we expect?
What measurable outcomes should we expect?
How quickly will we see ROI?
How quickly will we see ROI?
How quickly will we see ROI?
How quickly will we see ROI?
How does this help different teams (PMs, Quants, Risk)?
How does this help different teams (PMs, Quants, Risk)?
How does this help different teams (PMs, Quants, Risk)?
How does this help different teams (PMs, Quants, Risk)?
Can this scale across multiple PM pods?
Can this scale across multiple PM pods?
Can this scale across multiple PM pods?
Can this scale across multiple PM pods?
What if our data sources are highly unstructured?
What if our data sources are highly unstructured?
What if our data sources are highly unstructured?
What if our data sources are highly unstructured?
ready to transform your research velocity?
Book a walkthrough and see how your data, models, and analytics can converge into one governed AI layer — purpose-built for capital markets.
ready to transform your research velocity?
Book a walkthrough and see how your data, models, and analytics can converge into one governed AI layer — purpose-built for capital markets.
ready to transform your research velocity?
Book a walkthrough and see how your data, models, and analytics can converge into one governed AI layer — purpose-built for capital markets.
OutcomeCatalyst
all your enterprise data in one trusted layer.
Get instant, trusted answers across finance, operations, and capital markets — all from a single source of truth.
OutcomeCatalyst
all your enterprise data in one trusted layer.
Get instant, trusted answers across finance, operations, and capital markets — all from a single source of truth.
OutcomeCatalyst
all your enterprise data in one trusted layer.
Get instant, trusted answers across finance, operations, and capital markets — all from a single source of truth.
OutcomeCatalyst
all your enterprise data in one trusted layer.
Get instant, trusted answers across finance, operations, and capital markets — all from a single source of truth.