Temasek-backed motif launches Clarity AI financial intelligence system | TNW

Clarity is an AI financial intelligence system that maps how markets, assets, and financial relationships connect and how those connections change over time. It ingests verified, high-quality sources including analyst research, regulatory filings, earnings reports, and macroeconomic data. Each relationship is treated as a first-class object with structured metadata, including how it was established, current and previous states, supporting sources, confidence levels, and last verification time. When new information arrives, the system records both the old and new states and the cause of the change. Delivered as modular APIs, it powers advisory agents that institutions can deploy in days, with multiple contracts already signed representing over 1.5 million end users.

"Most AI products in financial services are, if you strip away the marketing, large language models bolted onto data feeds. They retrieve information. They do not understand it. And when the stakes involve real money, that distinction matters enormously."

"Clarity ingests verified, high-quality sources, from analyst research and regulatory filings to earnings reports and macroeconomic data, and treats every relationship as a first-class object with structured metadata. That means it records how a relationship was established, its current and previous states, which sources support it, confidence levels, and when it was last verified. When new information arrives, the system logs both the old and new states alongside the cause of the change."

"Generic large language models are prone to hallucinations, producing confident-sounding answers that turn out to be wrong. In a sector where a misplaced decimal point or a fabricated data source can trigger compliance violations, that unreliability is not merely inconvenient. It is a dealbreaker."

Read at TNW | Artificial-Intelligence