The Technical Edge: AI-First Intelligence
A deep dive into the AI-first architecture and proprietary knowledge graph that powers Frism's reasoning engine.
Frism is built from the ground up for the AI era, moving beyond simple keyword matching to true semantic synthesis.
AI-First Architecture
Our system leverages frontier models (Gemini 3 Pro / GPT-5) with massive context windows. This allows Frism to ingest years of historical correlation data alongside thousands of global RSS feeds, regulatory filings, and social signals in real-time with low latency.
Relational Knowledge Graph
The core of our technical moat is a proprietary Relational Knowledge Graph. This reasoning backbone encodes “event-to-effect” correlations, mapping how geopolitical and macroeconomic events logically ripple down to asset-level impacts.
Mapping Non-Obvious Linkages
By transforming raw text into structured intelligence, our engine identifies connections that humans might miss:
- Policy → Portfolio: Calculating how a new tax amendment ripples down to the margins of a specific supplier.
- Macro → Micro: Connecting a spike in commodity prices directly to the cost-of-goods-sold (COGS) impact on your holdings.
- Geopolitics → Sentiment: Decoding how diplomatic shifts affect “Risk-Off” sentiment for emerging market equities.
Frism provides the institutional-grade reasoning that modern investors need to stay ahead of the curve.