What Effectiv does

Effectiv was a San Francisco-based fintech founded in 2021 by former Simility and PayPal engineers (Ravi Sandepudi, Ritesh Arora, Anupam Tarsauliya, Jonathan Dooring) that built a real-time, cloud-native fraud and risk decisioning platform for financial institutions. The platform combined machine learning models for anomaly detection and predictive risk analytics with a high-throughput orchestration engine capable of processing tens of thousands of computations per second, supporting use cases such as loan and transaction fraud screening, account takeover prevention, and financial-crime compliance. The product positioned itself as a democratized alternative to legacy on-premise fraud systems, targeting community banks, regional banks, and credit unions alongside enterprise financial institutions.

The company monetized through subscription SaaS contracts with usage-based components tied to transaction volumes; pricing was quote-based and not publicly disclosed. Go-to-market was enterprise sales-led, supplemented by earned media around funding announcements (Forbes, TechCrunch) and a product-led angle for smaller deployments. The company raised roughly $9.5M across seed and early-stage rounds between March 2022 and July 2023, with Accel as lead seed investor and additional backers including REV (RELX), Better Tomorrow Ventures, and BHG VC. By the time of acquisition, the platform had processed over $1B in loan volume during its beta period and produced quantifiable customer outcomes, including $2M+ cost savings and 70% efficiency gains for BHG Financial.

In October 2024, Socure acquired Effectiv for $136M, citing the strategic fit between Effectiv's real-time decisioning engine and Socure's identity verification stack. Post-acquisition, Effectiv's technology became the foundation of Socure's RiskOS platform (launched February 2025) and was extended through the RiskOS AI Suite in October 2025, featuring AI agents for rule writing, case review, and KYB intelligence. Effectiv now operates as a wholly-owned subsidiary of Socure rather than as an independent entity.

Name

Effectiv

Legal name

Effectiv

Website

https://effectiv.ai

Company type

Private

Founded year

2021

Operating status

Acquired

Headcount range

11–50 employees

Short description

Effectiv is a San Francisco-based fintech that built a real-time, AI-driven fraud and risk decisioning platform for financial institutions; founded in 2021 by ex-Simility and PayPal engineers, it was acquired by Socure for $136M in October 2024 and integrated into the RiskOS platform.

Ownership category

akta.pro rank

Product category

Fraud Detection Software

NAICS

Custom Computer Programming Services (541511)

SIC

Services-Computer Programming Services (7371)

akta.pro primary industry

Risk Scoring, Fraud & Anomaly Detection (HDAAAHAD)

akta.pro secondary industries

Risk Scoring, Decisioning & Orchestration (FSAMALAB), Pricing, Risk-Based Offer & Limit Management (FSAGAHAE)

Keywords

• Fraud detection platform
• Risk decisioning software
• Financial crime management
• Anomaly detection
• Machine learning security

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations

Revenue model

1. Fraud Prevention and Risk Management Platform Subscription: Subscription-based SaaS platform providing AI-driven fraud detection and financial crime management for financial institutions. Revenue derived from platform licensing with usage-based components tied to transaction volume processed.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels2 records

Core offering

Effectiv operates an AI-driven, cloud-native fraud and risk decisioning platform that uses machine learning to identify anomalous transactions in real time for banks, credit unions, and other financial institutions. The platform provides real-time orchestration and decisioning capable of processing tens of thousands of computations per second, replacing legacy rule-based fraud systems with ML-based detection. Following its October 2024 acquisition by Socure, the platform's technology was integrated into Socure's RiskOS product launched in February 2025.

Product overview

Effectiv was a single unified AI-driven fraud and risk management platform for financial institutions. The company specialized in democratizing AI-driven risk management for financial institutions of all sizes, with a solution leveraging cloud computing and machine learning to identify anomalous transactions. In October 2024, Effectiv was acquired by Socure for $136 million, and its technology was integrated into Socure's RiskOS platform.

Differentiator

Problem solved

Functional benefit

Products and services

• Effectiv Fraud and Risk Management Platform An AI-driven fraud and risk management platform that uses cloud computing and machine learning to identify anomalous transactions in real time, designed for banks, credit unions, and other financial institutions. The platform features a real-time orchestration and decisioning engine capable of processing tens of thousands of computations per second.
• Socure RiskOS (incorporating Effectiv technology) A unified identity, fraud, and risk decision engine launched by Socure that integrates Effectiv's real-time orchestration technology. Targets consumer onboarding, business KYB, bank account verification, account takeover prevention, and marketplace trust and safety use cases.
• RiskOS AI Suite An expanded suite of six AI agents and assistants built on the RiskOS platform (incorporating Effectiv technology), designed to automate enterprise identity, compliance, and authentication operations including rule writing, case review, and business intelligence for KYB.

Quantifiable outcome

• Processed over $1 billion in loan volume since beta launch
• +2 more outcomes

Named customers1 record

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability3 records

Feature3 records

Partnerships

One partnership is on record.

• SocureflagshipStrategic or Co-development Partner · 24 October 2024Socure announced the acquisition of Effectiv for $136 million, creating the market's first unified identity, fraud, and risk decision engine. The deal consolidated Effectiv's technology (real-time orchestration and decisioning engine) with Socure's identity verification and fraud prevention capabilities. Effectiv's technology was integrated into Socure's RiskOS platform, launched in February 2025, less than four months after the acquisition closed.

Scale indicators5 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Sift: Sift provides a digital trust and safety platform offering AI-driven fraud detection, account abuse prevention, and payment risk decisioning for fintechs and marketplaces, directly competing with Effectiv's real-time fraud decisioning value proposition.
• DataVisor: DataVisor offers AI-based fraud and AML detection platforms for financial institutions, sharing Effectiv's ML-on-transaction-data approach and competing in the same bank and fintech accounts.
• Feedzai: Feedzai builds an enterprise financial crime risk management platform covering fraud, AML, and transactional risk for banks and payments processors, overlapping directly with Effectiv's real-time risk decisioning.
• Featurespace: Featurespace provides adaptive behavioral analytics for fraud and AML on payments and banking transactions, making it a direct AI-driven risk-decisioning peer to Effectiv for financial institutions.
• Signifyd: Signifyd delivers machine-learning based payment fraud prevention and chargeback protection for commerce, addressing the same payment risk decisioning and orchestration category as Effectiv.

Broad incumbents

• Kount: Kount, part of Equifax, offers a digital identity and payment fraud prevention platform, providing a broader-incumbent alternative in the payment fraud risk scoring and decisioning space where Effectiv competes.
• Alloy: Alloy provides an identity decisioning platform used by banks and fintechs to manage KYC, KYB, and fraud risk, competing with the combined Socure+Effectiv RiskOS value proposition across onboarding and risk workflows.
• Persona: Persona offers an identity verification and risk management platform covering KYC, AML, and fraud, making it a comparable broad-incumbent in the combined identity-and-risk-decisioning category Effectiv serves post-Socure acquisition.

Emerging players

• Ravelin: Ravelin is a fraud detection and risk decisioning vendor focused on online merchants and fintechs, addressing the same core use cases and customer segment as Effectiv's real-time decisioning engine.
• Hawk AI: Hawk AI provides AI-driven AML and transaction fraud surveillance for banks and fintechs, competing with Effectiv on machine-learning risk decisioning for financial crime compliance.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/effectivai
• LinkedInlinkedin.com/company/effectivai

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds3 records

Investors5 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Effectiv