The reasoning layer beneath data, decisions, and personas
My AI Analyst is the system I’m building at Sway Interactive — a structured intelligence layer that sits between raw data and real decisions. It maps datasets into semantic structures, detects statistical signal, and generates narrative explanations with traceable logic. It also supports the analytical foundation for Grok Personas.
The goal is simple: turn metrics into meaning — giving both humans and Grok Personas the ability to justify conclusions, weigh evidence, and explain decisions without relying on dashboards or analyst teams.
How it works
A shared semantic layer that turns tables into entities, attributes, and relationships — the foundation that allows both people and personas to reason about players, portfolios, teams, or cohorts, not just raw columns.
The engine applies real statistical checks to find meaningful variation, distinguish noise from signal, and surface what actually changes the decision — grounding persona reasoning in evidence, not vibes.
A structured interpretation layer that assembles clear, defensible reasoning — producing narratives that mirror how an experienced analyst would justify conclusions, now accessible to both users and Grok Personas.
LLMs contribute interpretation, hypothesis framing, and language — while the analytical logic remains explicit and inspectable. Personas express different blends of these reasoning modules, but always remain grounded in the underlying data.
The early applications live in sports analytics and portfolio management — environments defined by shifting data, ambiguity, and the need to articulate why one choice makes more sense than another. But the underlying system is broad: it’s built to support the reasoning that goes into investment memos, strategic reviews, and any workflow where insight needs to be explained, not just surfaced.
Ultimately, My AI Analyst aims to be a thinking companion: grounded in statistics, honest about uncertainty, and fluent in narrative. It provides the analytical consistency that Grok Personas build on.