Variance

Comprehensive business verification and beneficial ownership discovery powered by AI.

Comprehensive identity verification and anti-money laundering solutions powered by AI.

Variance AI agents — AI-powered compliance that investigates, decides, and executes.

First-party tools built for AI agents: web browsing, computer use, vision, document OCR, Snowflake integration, sanctions screening, PEP screening, ID verification, corporate registries across 50+ jurisdictions, adverse media, and more.

The page explains how a routine model upgrade broke confidence-based routing and discusses the hidden costs of RLHF alignment on production ML pipelines.

The company is raising $21M to verify every trusted relationship and is launching Variance for Identity.

Announcements, research, and perspectives on building investigative AI.

The company built Hippocampus, a unified streaming feature store on ClickHouse that gives AI agents seconds-fresh context for real-time fraud investigations.

Delegate investigative work to AI agents, from L1 to L3 reviews, with consistency, auditability and traceability.

Variance raises $21.5 million in Series A funding for an agentic AI platform focused on compliance and risk investigations. The funding brings the company’s total raised to $26 million.

Apr 2026 · SecurityWeekNews article

Variance, a San Francisco startup automating risk and compliance, raises $21.5 million in Series A funding to develop its AI investigative platform. The company also uses the capital to accelerate enterprise adoption.

Apr 2026 · VentureburnNews article

Variance, formerly Intrinsic, announces Series A funding for its AI agents. The agents are used in fraud and compliance workflows.

Mar 2026 · Business WireNews article

Intrinsic, a San Francisco startup building AI systems for Trust & Safety teams to keep up with abuse, raises $3.1 million in seed funding. Urban Innovation Fund leads the round, with Y Combinator, 645 Ventures, and Okta also participating.

Jan 2024 · FinSMEsNews article