Stratyfy
Stratyfy is a New York-based fintech providing explainable AI decisioning software for credit risk, lending compliance, and fraud detection, serving community banks, credit unions, and CDFIs across the U.S.
- Company typePrivate
- Founded2016
- HeadquartersNew York, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Stratyfy does
Stratyfy is a New York-based fintech founded in 2016 by Laura Kornhauser and Dmitry Lesnik that builds explainable AI decisioning software for community banks, regional banks, credit unions, and community development financial institutions (CDFIs). The company addresses a structural gap in U.S. banking: smaller financial institutions cannot deploy black-box ML for credit and risk decisions without unacceptable regulatory and examiner risk, yet lack the data science teams needed to operationalize AI on their own. Stratyfy positions itself as a bridge between traditional logistic regression (interpretable but lower accuracy) and neural networks/XGBoost (accurate but opaque).
The platform is anchored by a patent-pending Probabilistic Rules Engine that combines Markov random fields and Markov logic networks to produce predictive decisions that remain fully interpretable, with every factor and its contribution documented in plain language. The product surface includes Credit Decisioning, Lending Compliance (with the UnBias™ bias-mitigation module), Fraud Detection, Early Delinquency Prediction, Credit Memo Automation (generative-AI-driven), and the Logic Layer™ for governing AI agent actions. The technology integrates via API with the dominant community-bank core systems—FIS, Fiserv, Jack Henry—and LOS platforms like nCino, enabling deployment in 2-4 weeks without rip-and-replace of core infrastructure.
Stratyfy operates an enterprise SaaS model with annual subscription contracts priced based on institution size, portfolio volume, and use case; pricing is quote-based and not publicly disclosed. Distribution is direct enterprise field sales augmented by integration, advocacy, and economic development partnerships (including LISC, Beneficial State Foundation, FinRegLab, and MoreThanFair). The company reports approximately 20+ financial institution customers, has raised $10M in seed funding (March 2023, co-led by Truist Ventures and Zeal Capital Partners), and operates with roughly 16 named employees across leadership, engineering, product, and operations.
Stratyfy firmographics
Firmographics- Name
- Stratyfy
- Legal name
- Stratyfy, Inc.
- Website
- https://stratyfy.com
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Stratyfy is a New York-based fintech providing explainable AI decisioning software for credit risk, lending compliance, and fraud detection, serving community banks, credit unions, and CDFIs across the U.S.
- Ownership category
- akta.pro rank
Stratyfy industry classification
Industry- Product category
- AI Credit Risk Decisioning Software
- NAICS
- Other Activities Related to Credit Intermediation (522390)
- SIC
- Services-Consumer Credit Reporting, Collection Agencies (7320)
- akta.pro primary industry
- Consumer Credit Decisioning & Underwriting Platforms (FSAKAKAG)
- akta.pro secondary industry
- Alternative Data & Credit Scoring (Cashflow, Telco, Utility, Open Banking) (FSAGAHAC)
Keywords
Where Stratyfy is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Stratyfy business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Revenue model
- SaaS/Software Subscriptions: Stratyfy operates as a SaaS company providing AI decisioning solutions to financial institutions. Based on the enterprise sales motion with 'Request Demo' CTAs and no public pricing, the company likely generates revenue through annual subscription contracts priced based on volume, institution size, or usage metrics.
- Professional Services: Implementation and consulting services may be offered as part of customer onboarding, though the company emphasizes that no data science team is required to operate the tools, suggesting implementation is streamlined.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise annual subscription for financial institutions |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels8 records
Stratyfy product offering
Product offeringCore offering
Stratyfy provides AI-powered decision intelligence software for financial institutions, specializing in credit decisioning, lending compliance, fraud detection, and early delinquency prediction. Its platform uses a patent-pending probabilistic rules engine to deliver transparent, explainable machine learning that can be operated by credit and risk teams without data science expertise. The company primarily serves community banks, regional banks, credit unions, CDFIs, and specialty lenders across the U.S.
Product overview
Stratyfy is a decision intelligence platform for financial institutions built around its patent-pending Logic Layer technology. The core offering consists of Credit Decisioning, Lending Compliance, and Fraud Detection products that work together to enable transparent, explainable AI in credit risk assessment. Additional products include Credit Memo Automation for commercial lenders and Early Delinquency Prediction for proactive account monitoring. The platform is designed for community banks, regional banks, and credit unions to operate without data science teams, with implementations live within 2-4 weeks.
Differentiator
Problem solved
Functional benefit
Brands
- UnBias: AI-powered fairness and bias mitigation technology for identifying and addressing bias in lending decisions.
- Logic Layer™
Products and services
- Credit Decisioning AI-powered credit decisioning platform that replaces static scorecards with optimized strategies, enabling financial institutions to approve more qualified borrowers, reduce manual reviews, and document every decision for regulators.
- Lending Compliance Fair lending compliance solution that proactively surfaces and eliminates bias in lending models, detects disparate impact and treatment, automates LDA searches, and produces Fair Lending documentation for exams.
- Fraud Detection Adaptive machine learning fraud detection that replaces static rules, learns from emerging patterns, increases detection accuracy, and reduces false positives for legitimate transactions.
- Credit Memo Automation AI-powered automation that extracts balance sheet, P&L, and cash flow data from uploaded documents, calculates key ratios, generates risk ratings, and produces committee-ready credit memos for commercial lending teams.
- Early Delinquency Prediction Predictive capability that identifies accounts likely to miss payments 30-90 days before they do, triggers automated outreach at risk thresholds, and segments by product, vintage, and risk tier.
- Logic Layer Patent-pending deterministic, explainable logic layer that reviews AI agent actions before execution, scoring how well proposed actions fit customers, context, and policies with full audit trails for trustworthy AI agent governance in financial services.
Quantifiable outcome
- 75% reduction in underwriting time
- +5 more outcomes
Companies that use Stratyfy
Customer profileNamed customers12 records
Segments5 records
Ideal customer profiles5 records
Stratyfy technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration8 records
AI capability8 records
Feature9 records
Stratyfy partnerships and signals
Strategic signalPartnerships
Ten partnerships are on record, tiered flagship, core and standard.
- LISC (Local Initiatives Support Corporation)flagshipStrategic partnership announced August 4, 2026 to accelerate the deployment of capital to under-resourced communities nationwide. LISC has invested over $35 billion in under-resourced communities and is one of the largest CDFIs in the nation. Stratyfy's AI enables LISC to automate credit decisions based on proven community development lending measures and refine lending strategies in real time to serve small businesses and community partners.
- GDS LinkcorePartnership announced October 2025 to deliver decision optimization and fairness intelligence for modern lending. Combines Stratyfy's explainable AI with GDS Link's credit risk management solutions.
- Parlay FinancecorePartnership announced May 21, 2025 to deliver AI-powered technologies helping financial institutions streamline small business lending. Combines Stratyfy's credit solutions with Parlay's application and onboarding platform to create an automated underwriting ecosystem aimed at improving risk-adjusted returns. Partnership is already active with a first joint client engagement targeting historically underbanked entrepreneurs.
- Digital Matrix SystemsstandardStrategic alliance announced December 2024 to enable automated credit decisions for small to midsize lenders. Integrates Stratyfy's AI decisioning with Digital Matrix Systems' lending solutions.
- Prism DatastandardPartnership to help lenders make better decisions with cash flow data by combining Stratyfy's credit decisioning with Prism Data's alternative data capabilities.
- Beneficial State FoundationflagshipGroundbreaking partnership announced July 2023 to address racial disparities in lending. Part of the Underwriting for Racial Justice initiative involving 20 banks, credit unions, and financial institutions. The collaboration aims to create new lending criteria for lower-income U.S. borrowers who have historically faced higher barriers to obtaining financing.
- Jack HenrystandardIntegration partnership enabling Stratyfy's AI solutions to work with Jack Henry's core banking platform. Jack Henry is a leading provider of technology solutions for financial institutions.
- nCinostandardIntegration partnership enabling Stratyfy's AI solutions to work with nCino's cloud-based banking platform for commercial and corporate banking.
- MoreThanFaircoreCoalition dedicated to improving access to affordable and inclusive credit, formed in 2023. Stratyfy is a founding member working with other organizations to advance responsible AI in lending.
- FinRegLabcoreStratyfy participated in FinRegLab's research study on AI and machine learning in credit underwriting, contributing to policy analysis on explainability and fairness.
Scale indicators9 records
Recent moves6 records
Expansion highlights6 records
Stratyfy competitors and assessment
Company assessmentDirect peers
- Zest AI: Zest AI builds AI-powered underwriting and credit decisioning software for lenders including community banks and credit unions — the same core ICP Stratyfy targets. Both compete on accuracy + explainability, making Zest the most head-to-head comparable peer.
- Provenir: Provenir provides a decisioning platform that consolidates data, AI, and decision workflows for lenders and fintechs. Like Stratyfy, it serves financial institutions seeking faster, more transparent credit decisions with composable, no-code strategy tools.
Broad incumbents
- FICO: FICO is the dominant incumbent in consumer credit scoring (FICO Score) and offers enterprise decisioning and fraud analytics used across banking. It is a broad incumbent whose legacy scoring and analytics products overlap with Stratyfy's credit decisioning and fraud offerings.
- Equifax: Equifax is a major credit bureau offering consumer and commercial credit data, scoring, analytics, and identity/fraud services. As a broad incumbent, it supplies much of the underlying credit bureau data Stratyfy uses and bundles decisioning analytics as part of a wider portfolio.
- Experian: Experian is a global credit bureau and information services company offering credit reports, scores, analytics, and decisioning tools to lenders. Like Equifax, it provides foundational credit data and adjacent analytics that overlap with Stratyfy's decisioning use cases.
- SAS: SAS provides analytics, fraud detection, and decisioning software widely used in banking. Its credit scoring, fraud, and risk analytics offerings are a broad-incumbent alternative that banks may consider instead of Stratyfy's specialized decisioning platform.
Emerging players
- Upstart: Upstart uses AI lending models to underwrite consumer loans via partner banks and its own marketplace. While it is consumer-facing rather than a B2B software vendor like Stratyfy, both compete on the proposition that ML delivers more accurate and inclusive credit decisions.
Others
- nCino: nCino provides a cloud-based banking platform for commercial, retail, and credit union lending — and is both a Stratyfy integration partner and a related software vendor for the same buyer. It is an ecosystem partner rather than a direct decisioning competitor.
- DataRobot: DataRobot is an enterprise AI platform that enables organizations to build, deploy, and govern ML models. It is an adjacent/emerging AI tooling player rather than a credit decisioning specialist; some FIs could substitute DataRobot-style platforms for Stratyfy.
- H2O.ai: H2O.ai provides an enterprise AI and MLOps platform with explainable AI capabilities used in financial services. It is an emerging adjacent AI platform rather than a direct credit-decisioning competitor, but represents an alternative path FIs may take to meet explainability requirements.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Stratyfy social profiles
Digital presenceStratyfy compliance and trust
Trust signalCompliance1 record
Stratyfy financial estimates
Financial estimateRevenue estimate
Valuation estimate
Stratyfy leadership team
Management profileNumber of profiles
Profiles8 records
Stratyfy funding detail
Funding detailFunding overview
Funding rounds8 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Stratyfy M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Stratyfy
What does Stratyfy do?
Stratyfy provides AI-powered decision intelligence software for financial institutions, specializing in credit decisioning, lending compliance, fraud detection, and early delinquency prediction. Its platform uses a patent-pending probabilistic rules engine to deliver transparent, explainable machine learning that can be operated by credit and risk teams without data science expertise. The company primarily serves community banks, regional banks, credit unions, CDFIs, and specialty lenders across the U.S.
Is Stratyfy a public or private company?
Stratyfy is a private company. It is classified as venture growth investor backed and is currently operating.
When was Stratyfy founded?
Stratyfy was founded in 2016. It employs 11 to 50 people.
Where is Stratyfy based?
Stratyfy is headquartered in New York, United States, in the North America region.
How does Stratyfy make money?
Two revenue lines are on record. SaaS/Software Subscriptions are the primary driver. The others are professional Services.
Who are Stratyfy's main competitors?
Direct peers on record are Zest AI and Provenir. Broad incumbents are FICO, Equifax, Experian and SAS. Upstart is listed as an emerging player. Others are nCino, DataRobot and H2O.ai.
Does Stratyfy have an API?
No public API is recorded for Stratyfy.
What industry is Stratyfy in?
Stratyfy's product category is AI Credit Risk Decisioning Software. Its primary akta.pro industry code is FSAKAKAG, Consumer Credit Decisioning & Underwriting Platforms, with a secondary code of FSAGAHAC, Alternative Data & Credit Scoring (Cashflow, Telco, Utility, Open Banking). Its NAICS code is 522390 and its SIC code is 7320.