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AI Agents for Fraud Review and Investigations
Variance builds AI agents for fraud, identity, and investigations for Fortune 500s, Marketplaces, and regulated financial services.
Variance offers AI agents designed for risk investigations, enabling L1 to L3 reviews with auditability, traceability, and evidence-based conclusions. The product emphasizes reducing investigative cycles and providing complete evidence trails for regulators and auditors.
AI agents delegate investigative work across risk reviews, collecting up to 90% of the evidence for each case, citing sources, and delivering audit-ready traces. Agents can handle unstructured data (scanned documents, handwritten notes, images, websites) to extract insights, replicate existing investigative workflows, and provide explainability with an evidence trail and multi-source artifacts.
Who it’s for: Financial institutions and regulated enterprises requiring risk investigations, regulatory compliance, and audit-ready reporting.
Series A funding mentioned ($21M), traction with Fortune 500s, emphasis on regulated institutions
Co-Founder at Variance (fka Intrinsic). Making the internet safer, one line of code at a time.
Co-founder of Variance. Working to scale AI agents for investigations and fraud reviews.
Maintain high quality content communities, monitor brand safety and keep your users safe
Intrinsic provides a platform for Trust & Safety that unifies policy management, data engineering, moderator workflow, and content understanding to help safety teams deploy and measure protection against abuse. It targets engineers and product leaders, enabling end-to-end safety integrations and rapid, observable enforcement actions.
From the original launch (Mar 2023) — may be outdated.
Formerly “Decoy”, “Intrinsic” · why startups rename →
AI Agents to scale AML, KYB and KYC operations
AI Workspace for Audit & Advisory Firms
