01
The LLM
An LLM (Large Language Model) is a major linguistic model trained on vast amounts of human knowledge. It understands natural language, allowing it to reason, interpret questions, and provide direct answers. However, it only knows what it learned during training: on its own, it has no real-time market awareness, cannot perform exact calculations, and is limited to conversational dialogue.
02
The Harness
The harness is the software framework built around the LLM to overcome its inherent limitations. It provides concrete tools: a dedicated memory to retain context, accurate calculation engines for rigorous analysis, and direct connections to real-time market data. Powered by the harness, the LLM is no longer confined to static knowledge: it gains eyes, hands, and immediate access to the present.
03
The AI Agent
We call it an AI Agent the moment we no longer simply ask questions, but entrust it with an autonomous mission. Guided by a precise goal, the agent reasons independently: it plans every step, leverages the tools in its harness, validates its findings, and iterates until the objective is reached, without requiring continuous human intervention.
04
Oscillia: The Financial Harness
Oscillia is that software harness, purposefully designed and equipped for financial markets. It is an infrastructure that brings together all the business-critical components required for investing: market data engines (securities, companies, macroeconomics, live news), quantitative calculation engines (volatility, statistical anomalies), and validation engines (backtesting and strategy testing). Just as a finance graduate possesses the reasoning power but requires tools and data to operate, Oscillia delivers this complete toolkit to both practitioners and LLMs. By prioritizing quantitative modeling, Oscillia translates every market reality into measurable and rigorously auditable data: Oscillia delivers a turnkey visual studio where your investment agents come to life without writing a single line of code.
05
Copilot Mode (Sila)
You don't need to be a software developer or master complex formulas: simply state your intention in natural language. Sila, Oscillia's native copilot, translates your thoughts by triggering the appropriate financial tools and computation engines to run your study. Everything Sila does remains fully auditable and transparent: inspect its reasoning step by step, understand each result, and leverage the built-in Academy whenever you wish to explore a concept deeper.
06
Agent Mode (No-Code Studio)
To automate your research and monitoring daily, design your own custom team of autonomous agents visually. From scratch and without writing a single line of code, delegate end-to-end missions: monitor a portfolio, screen a market sector, interpret macroeconomic data streams in real time, or backtest multiple strategies simultaneously. Your agents carry out their mission with institutional rigor, giving you back valuable time for strategic decision-making.
