Understand the Predictive Value
of Your Data in Minutes
Stop fighting your data before the project even starts
Stratyfy accelerates your data operations by transforming raw, undocumented files into model-ready feature sets. By exposing variable correlations and ranking feature predictive power, we provide the fast feedback loop you need to validate your data’s potential and refine your strategy before model building.
DATA DICTIONARY
Automatically generate a data dictionary
Automatically infer variables, types, domains, and roles from your uploaded file. No more manually documenting thousands of fields.
Working with credit bureaus or other data vendors? Import external dictionaries in any format and merge them with your auto-inferred schema for datasets with thousands of variables.
DATA UNIFICATION
Seamlessly merge files from disparate data sources
Automatically map and merge disparate data by analyzing source files and destination schema.
DATA VALIDATION
Catch data quality issues before they hit your model
Surface missing values, range violations, special values, and data leakage issues, grouped by type so you can address them individually or in bulk.
FEATURE SELECTION
Isolate the variables that drive predictive power
Identify which variables carry real predictive power. Require or disallow specific features, set your target variable, and see ranked outputs.
From raw data to
model-ready.
01
Upload your dataset
Drop in a CSV or structured file. Optionally upload your existing data dictionary, in whatever format it exists today.
02
Auto-infer and refine
Stratyfy instantly generates a draft data dictionary, including automatically detecting special values. Edit anything inline.
03
Validate and clean
Data quality issues are grouped by type — missing values, range violations, data leakage — making it easy and quick to review and resolve issues individually or in bulk.
04
Run feature selection
Select your target variable and refine your feature set. See the predictive power of your feature set— then send the dataset to your model builder or use in other tools.
Uncovering the value of your data
CREDIT & RISK TEAMS
Validate new risk models without waiting months for data orchestration
Instantly ingest messy, historical data, automatically filter out post-origination data leakage, and isolate the exact variables that predict default risk.
MARKETING TEAMS
Launch targeted lending campaigns ahead of competitors
Pull raw prospect datasets into the tool to instantly identify the highest-signal attributes that drive conversion.
PORTFOLIO MANAGEMENT
Predict and mitigate delinquencies in real-time
Easily parse disparate, messy transaction data to find early-warning indicators of financial stress, allowing you to optimize loss-mitigation strategies.
Stop wasting weeks on manual data prep. Get your data ready in minutes.
Go from raw, messy files to a high-signal feature set in a single session.