LyraIQ · Journal

Intelligence, written down.

Deep dives on deterministic analysis, AI-grounded financial intelligence, market regimes, and how serious investors think about US and India markets.

AI & TechnologyFeatured

Why AI Finance Tools Hallucinate — And What It Takes to Fix It

Generic LLMs confidently invent metrics that were never computed. Here's exactly why that happens and what a deterministic-first architecture actually solves.

2 min readMarch 20, 2026Read article

Market Intelligence

Market Regime: What It Is and Why It Changes Everything About Your Analysis

The same asset can be a strong buy and a clear avoid depending on the regime it's in. Most tools ignore regime entirely. Here's why that's a critical gap.

2 min readMarch 15, 2026

Markets

Investing Across India and the US: Two Markets, One Analytical System

Most platforms force you to choose. LyraIQ is built natively for both NSE/BSE and NYSE/NASDAQ — with separate data pipelines, regime framing, and currency context.

2 min readMarch 10, 2026