You have the data.You lack the judgment layer.
Every investor has access to the same data. The edge is in the engine that synthesizes it — and the AI that interprets it without hallucinating.
90M+ equity investors in India. 160M+ brokerage accounts in the US. Everyone drowning in the same fragmented streams: prices, charts, fundamentals, screeners, earnings, news — zero synthesis.
Generic AI finance tools sound confident but hallucinate metrics. They invent analytical structure that should have been computed. No auditability, no backbone, no trust.
No institutional framework exists for retail investors to interpret signals and regime context. The problem isn't access to information. It's the inability to synthesize it into a decision.
“The gap is not between investors and data. It is between data and the analytical layer that turns signals into a decision. That layer is what LyraIQ builds.”
LyraIQ AI · Core ThesisComputation ›› Intelligence ›› Workflows.
Three distinct layers working in concert to deliver grounded financial intelligence. The engines compute. The AI interprets. The workflows turn it into habit.
The Deterministic Engine
Proprietary engines compute structured market context before any AI speaks. DSE Scores, Market Regime, ARCS, and Stress Scenarios are all computed first. The model interprets what the engines already computed — it never invents analytical structure.
DSE Scores · Market Regime · ARCS · Stress Scenarios
The AI Agents
Two purpose-built agents with a hard architectural boundary. Lyra handles market intelligence — regime-aware analysis, cross-asset synthesis, portfolio interpretation. Myra handles product guidance and onboarding. Tiered model routing based on query complexity.
Nano, Mini, Full Routing · Isolated Analysis
Premium Workflows
Intelligence experiences built on structured computation. Compare Assets, Shock Simulator, and Portfolio Intelligence are repeatable analytical routines that create habits and retention — not just generic chat with more tokens.
Compare Assets · Shock Simulator · Portfolio Intelligence
Computed before any AI speaks
Six core market signals, computed deterministically.
Before any AI response, the structured analytical foundation is already in place. The model interprets what the engines computed — it never invents the structure.
Trend
Directional strength and persistence
Momentum
Rate of change and acceleration
Volatility
Price dispersion and regime risk
Liquidity
Bid-ask spread and trading depth
Trust
Earnings quality and insider activity
Sentiment
Market psychology and positioning
Lyra — purpose-built market intelligence agent
Lyra doesn't guess. She interprets.
Every response flows through a pipeline that computes structured context first — then streams analysis under a strict output contract.
Regime-Aware Analysis
Reads every asset within its current market regime — macro, sector, and asset-level simultaneously.
Multi-Asset Synthesis
Analyzes up to 4 assets across sectors at once — identifying divergence, correlation, and relative regime alignment.
Shock Simulator
Interprets deterministic stress replays — explaining what scenarios revealed and which assets showed genuine resilience.
Conversation Memory
Maintains context across sessions for deeper, continuous analysis without repeating previous context.
Research Augmentation
Pulls fresh web data with rigorous RAG injection scanning. Every retrieved chunk is scanned before Lyra sees it.
Portfolio Intelligence
Reads a portfolio as a system — regime alignment, fragility, benchmark comparison, Monte Carlo framing, and score velocity.
System entry points
Start from the tool that matches your question.
Portfolio intelligence, market narratives, deep AI research and asset-level analysis.
Portfolio
AI Portfolio Analyzer
Best when you want the clearest current risk, overlap or rebalance question.
Narratives
Market Narrative Tracker
Best when you want to understand the dominant market story before acting.
Research
AI Investment Research
Best when you need reasoning, scenario framing and follow-up questions in one place.
Assets
AI Stock Analysis
Best when you want to go from a single name into deeper analytics and next actions.
Six major features shipping across Q1–Q4
What's coming in 2026.
Staggered by plan tier. Each feature has a natural upgrade trigger built in.
Q1 2026 · Shipping
Daily Market Briefings
PRO+Automated daily analysis of portfolio and watchlist.
Q2 2026
Lyra Reports
ELITE+Scheduled portfolio and market analysis, delivered in plain language.
TYRA Research Agent
ELITE+Hours-long analytical tasks, deep dives.
LYRA Voice Fintech Consultant
ELITE+Voice-enabled AI consultant for hands-free portfolio and market analysis.
Q3 2026
Discovery 2.0
ALL PLANSDemocratized premium discovery capabilities.
Q4 2026
Mobile App
ALL PLANSReact Native iOS/Android with push notifications.
Join now.Early members get more — always.
This is a limited early access cohort. Priority position, pre-launch pricing lock, and first access to every new feature as we ship. The waitlist closes when the cohort is full.
Access type
Priority early access · limited cohort
Pricing lock
Pre-launch rates — never offered again
Email policy
Access updates only. Zero marketing noise.
Priority access before public launch — guaranteed first in line
Lock your plan at pre-launch pricing, never available after launch
Direct route to Portfolio Intelligence, Lyra, and Narratives when access opens
Limited cohort · closes when full
Secure your priority position
From the journal
Intelligence, written down.
Deep dives on AI-grounded analysis, market regimes, and how serious investors think about financial decisions.