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



Problem/Solution Split
Problem/Solution Split
Accelerate signal generation across commodities, equities, and derivatives. Unify fragmented data, surface signals faster, and give PMs and quants novel insights for faster profitability.
Accelerate signal generation across commodities, equities, and derivatives. Unify fragmented data, surface signals faster, and give PMs and quants novel insights for faster profitability.
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.
HOW IT WORKS
HOW IT WORKS
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
CASE STUDIES
Use Cases Examples



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
Benefits
Three Key Outcomes
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.
Reduced Risk Exposure
Automated QA and complete audit trails ensure data integrity, giving you confidence in every trade and lowering risk exposure.
Quicker Investment Decisions
Shorten the cycle from idea to backtest. Validate more strategies, test more ideas, and uncover more paths to alpha.



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.
Reduced Risk Exposure
Automated QA and complete audit trails ensure data integrity, giving you confidence in every trade and lowering risk exposure.
Quicker Investment Decisions
Shorten the cycle from idea to backtest. Validate more strategies, test more ideas, and uncover more paths to alpha.



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.
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.



Reduced Risk Exposure
Automated QA and complete audit trails ensure data integrity, giving you confidence in every trade and lowering risk exposure.
Reduced Risk Exposure
Automated QA and complete audit trails ensure data integrity, giving you confidence in every trade and lowering risk exposure.



Quicker Investment Decisions
Shorten the cycle from idea to backtest. Validate more strategies, test more ideas, and uncover more paths to alpha.
Quicker Investment Decisions
Shorten the cycle from idea to backtest. Validate more strategies, test more ideas, and uncover more paths to alpha.



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 Deploy Your AI Agents?
Query in your native language and let your favorite LLM do the heavy lifting. Dig into new insights in seconds.

Ready to Deploy Your AI Agents?
Query in your native language and let your favorite LLM do the heavy lifting. Dig into new insights in seconds.

Ready to Deploy Your AI Agents?
Query in your native language and let your favorite LLM do the heavy lifting. Dig into new insights in seconds.
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.