Deterministic AI Infrastructure for Regulated Wealth Platforms

Audit-ready querying of custodian data — designed for platform, aggregator, and custodian deployment.

What it is

Kanika is building a system-level compliance and query layer that translates intent into constrained, validated queries and automatically produces reproducible evidence and audit trails.

This enables AI-assisted workflows inside compliance, operations, and exam-sensitive processes where probabilistic tools and “AI may be wrong” disclaimers are not deployable.

How it scales

Wedge: Individual RIAs for production validation and early revenue.
Distribution: Aggregators, platforms, and compliance providers.
Scale: Embedded deployment with custodians and wealth platforms; one integration → broad downstream reach.

Founded by a former asset manager and Chief Compliance Officer with firsthand experience through multiple SEC exams, including an AI-focused limited-scope exam.