Deduce
Deduce operates an AI-powered identity fraud prevention platform built on the largest independent U.S. identity graph, serving financial institutions, fintechs, and e-commerce companies by detecting stolen, synthetic, and AI-generated identities during onboarding and within existing customer databases.
- Company typePrivate
- Founded2019
- HeadquartersPhiladelphia, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Deduce does
Deduce is a Philadelphia/New York-based identity fraud prevention company founded in 2019 that operates the largest independent, activity-backed identity graph in the U.S. fraud and risk market. The company captures activity on more than 185 million weekly active users generating 1.5 billion daily authenticated online events across 150,000+ websites and apps, combining this data asset with patented AI and multi-contextual intelligence to detect stolen and synthetic identities (including AI-generated and deepfake identities) at account opening and within existing customer databases, claiming 99.5% identity assessment accuracy.
The product portfolio centers on Deduce Identity Insights (the core real-time multicontextual fraud detection platform), the Deduce Identity Graph (the underlying data asset), the Deduce Customer Alerts module for account takeover prevention, and the GenAI Identity Fraud Solution launched in 2023 specifically targeting generative AI-driven identity fraud. The platform is delivered primarily via API-first integration with customers' existing fraud and identity verification stacks, without requiring JavaScript or extended onboarding.
Deduce monetizes through enterprise subscription SaaS pricing with direct field sales targeting financial institutions, fintechs, e-commerce platforms, payment networks, lending companies, brokerages, BNPL providers, gaming companies, and insurance carriers, supplemented by integration/OEM partnerships (Auth0, Ping Identity, ForgeRock, Alloy) and resellers. Named customers include Unisys, 100x Group, Collectivei, a Top 3 U.S. bank (6% more applicants booked annually), OpenTable, Envestnet Yodlee, and Kevari. The company raised approximately $26.3M in venture funding between 2019 and 2023 from investors including Foundry Group, True Ventures, Freestyle Capital, Ridge Ventures, Recursive Ventures, Chartona Capital, and Swift Ventures, and was acquired by CHEQ AI Technologies on January 30, 2025.
Deduce firmographics
Firmographics- Name
- Deduce
- Legal name
- Deduce, Inc.
- Website
- https://deduce.com
- Company type
- Private
- Founded year
- 2019
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- Deduce operates an AI-powered identity fraud prevention platform built on the largest independent U.S. identity graph, serving financial institutions, fintechs, and e-commerce companies by detecting stolen, synthetic, and AI-generated identities during onboarding and within existing customer databases.
- Ownership category
- akta.pro rank
Deduce industry classification
Industry- Product category
- Identity Fraud Prevention
- NAICS
- Software Publishers (5132)
- akta.pro primary industry
- Fake Account & Synthetic Identity Detection (HDADALAD)
- akta.pro secondary industries
- Fraud Detection & Prevention (payments fraud, account takeover, scams) (FSAGAFAE), Payments Fraud & Chargeback Prevention (HDADALAE), Bot Management & Credential Stuffing Protection (FSAMALAG), Fraud Prevention, Risk & Chargeback Management (CRAFALAE)
Keywords
Where Deduce is headquartered
LocationHeadquarters
- HQ city
- Philadelphia
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
Deduce business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- Identity Fraud Prevention SaaS: Deduce provides AI-based identity fraud prevention platform as a service, likely through subscription-based pricing for access to the Deduce Identity Graph and real-time fraud detection capabilities.
Go-to-market motion3 records
Distribution channels6 records
Marketing channels9 records
Deduce product offering
Product offeringCore offering
Deduce sells a SaaS-based identity fraud prevention platform that uses a proprietary identity graph combined with AI, machine learning, and behavioral analytics to detect stolen, synthetic, and manipulated identities in real time. Its offerings — Identity Insights, Customer Alerts, and a GenAI Identity Fraud Solution — are delivered to enterprises via API/SDK integration and protect account opening, login, and ongoing transaction flows.
Product overview
Deduce is a behavioral intelligence platform that uses the Deduce Identity Graph to detect and prevent stolen and synthetic identity fraud. The core offering, Deduce Identity Insights, analyzes real-time user activity data across 185M+ weekly active users to provide multicontextual identity intelligence with 99.5% accuracy. Additional modules include Deduce Customer Alerts for account takeover prevention and the GenAI Identity Fraud Solution for detecting AI-generated synthetic identities. The platform integrates via API with existing fraud prevention stacks and identity management systems.
Differentiator
Problem solved
Functional benefit
Brands
- Deduce Insights: A cybersecurity platform that analyzes real-time user interaction data to detect and prevent account takeover and identity fraud.
- Deduce Identity Graph
- Deduce Identity Network
- GenAI Identity Fraud Solution
- Deduce Customer Alerts
Products and services
- Deduce Identity Insights Consortium-based identity verification and risk-scoring product that uses the Deduce Identity Graph and behavioral analytics to detect stolen, synthetic, and manipulated identities. Designed for banks, fintechs, lenders, and e-commerce platforms to be embedded into account opening, KYC, and login flows via API.
- Deduce Customer Alerts Real-time alerting product that notifies customers and fraud teams of suspicious account activity, account takeover attempts, and anomalous behavior across the customer lifecycle. Used by enterprises to power continuous authentication and risk-based interventions.
- Deduce Identity Graph Proprietary large-scale identity graph that aggregates identity, behavior, and risk signals across participating organizations to enable network-effect-rich identity resolution. Serves as the underlying data asset powering Deduce's identity verification and fraud prevention products.
- GenAI Identity Fraud Solution Generative-AI-driven identity fraud analysis product that uses large language models to perform conversational and contextual review of identity and fraud signals, augmenting analyst workflows and accelerating case triage for enterprise fraud teams.
Quantifiable outcome
- 99.5% accuracy in assessing identities
- +4 more outcomes
Companies that use Deduce
Customer profileNamed customers9 records
Segments9 records
Ideal customer profiles3 records
Deduce technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration7 records
AI capability4 records
Feature5 records
Deduce partnerships and signals
Strategic signalScale indicators8 records
Recent moves6 records
Expansion highlights6 records
Deduce competitors and assessment
Company assessmentDirect peers
- SentiLink: SentiLink specializes specifically in synthetic identity fraud and identity risk scoring for financial institutions, fintechs, and lenders. Competes head-to-head with Deduce's core stolen and synthetic identity detection use case for new account opening.
- Persona: Persona provides identity verification and fraud prevention infrastructure (KYC, KYB, document verification, database lookups) used by fintechs and digital-first companies. Comparable in serving modern onboarding flows with fraud-prevention focus, though Persona is more verification-heavy vs. Deduce's behavioral graph.
- Alloy: Alloy is an identity decisioning platform that orchestrates multiple data sources (including Deduce) to verify identities and fight fraud. Overlaps with Deduce in serving fintech and bank fraud/risk teams for onboarding workflows, and is both a partner and adjacent competitor.
- Socure: Socure is a leading identity verification and fraud prevention platform using AI/ML to verify identities and detect synthetic fraud at account opening. Most directly comparable to Deduce's identity graph + fraud detection proposition, serving similar fintech and enterprise financial customers.
Emerging players
- Sardine: Sardine is an AI-driven fraud and compliance platform targeting fintechs, crypto companies, and digital banks. Overlaps with Deduce's fintech and crypto customer base (e.g., 100x Group) and addresses account opening and transaction fraud with behavior-based signals.
- Feedzai: Feedzai is a fraud and financial crime detection platform using AI for transaction monitoring, account opening, and AML across banks and fintechs. Comparable in serving fraud prevention for financial institutions with similar AI/behavioral approach, though more transaction-focused than identity-graph focused.
Broad incumbents
- Experian: Experian is a global credit reporting and identity/fraud services incumbent serving financial institutions, lenders, and enterprises. Overlaps with Deduce on synthetic identity and fraud prevention and competes for the same enterprise identity verification RFPs.
- Ekata (a Mastercard company): Ekata, now part of Mastercard, provides identity verification and fraud prevention APIs using global identity data. Directly comparable to Deduce's API-first identity verification approach, with stronger backing from Mastercard's data network post-acquisition.
- LexisNexis Risk Solutions: LexisNexis Risk Solutions is a long-established incumbent providing identity verification, fraud detection, and risk scoring to banks, insurers, and government. Competes broadly with Deduce for Tier 1 financial institution budgets with a much larger data and customer footprint.
- TransUnion: TransUnion is a major credit bureau offering identity, fraud, and risk solutions to financial institutions and consumer-facing businesses. Competes with Deduce in identity and synthetic fraud detection with substantial incumbent leverage inside credit decisioning workflows.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Deduce social profiles
Digital presenceDeduce compliance and trust
Trust signalCompliance5 records
Deduce financial estimates
Financial estimateRevenue estimate
Valuation estimate
Deduce leadership team
Management profileNumber of profiles
Profiles3 records
Deduce funding detail
Funding detailFunding overview
Funding rounds5 records
Investors13 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Deduce 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 Deduce
What does Deduce do?
Deduce sells a SaaS-based identity fraud prevention platform that uses a proprietary identity graph combined with AI, machine learning, and behavioral analytics to detect stolen, synthetic, and manipulated identities in real time. Its offerings — Identity Insights, Customer Alerts, and a GenAI Identity Fraud Solution — are delivered to enterprises via API/SDK integration and protect account opening, login, and ongoing transaction flows.
Is Deduce a public or private company?
Deduce is a private company. It is classified as corporate owned and is currently acquired.
When was Deduce founded?
Deduce was founded in 2019. It employs 11 to 50 people.
Where is Deduce based?
Deduce is headquartered in Philadelphia, United States, in the North America region.
How does Deduce make money?
One revenue line is on record: identity Fraud Prevention SaaS.
Who are Deduce's main competitors?
Direct peers on record are SentiLink, Persona, Alloy and Socure. Emerging players are Sardine and Feedzai. Broad incumbents are Experian, Ekata (a Mastercard company), LexisNexis Risk Solutions and TransUnion.
Does Deduce have an API?
Yes. Deduce offers API integration for its fraud prevention services, allowing organizations to integrate with their existing security stack. The API provides real-time risk and trust signals to evaluate identities during new account opening and existing customer verification. No JavaScript required for integration.
What industry is Deduce in?
Deduce's product category is Identity Fraud Prevention. Its primary akta.pro industry code is HDADALAD, Fake Account & Synthetic Identity Detection, with a secondary code of FSAGAFAE, Fraud Detection & Prevention (payments fraud, account takeover, scams). Its NAICS code is 5132.