α
Phase 01Planner
Decomposes intent into structured reasoning paths, hypotheses, and research objectives.
→ Hands off to next
Towardsartificialgeneral intelligence,one industry at a time.
FINURA builds neuro-symbolic operating systems for the verticals that matter — finance, agents, healthcare, the home. One reasoning substrate. Four worlds.
Scroll · to descendI — IV
Neuro-Symbolic Engine✦Alpha Triad✦Planner · Executor · Critic✦Knowledge Graphs✦Autonomous Agents✦Memory System✦Orchestration Runtime✦Toward AGI✦
Neuro-Symbolic Engine✦Alpha Triad✦Planner · Executor · Critic✦Knowledge Graphs✦Autonomous Agents✦Memory System✦Orchestration Runtime✦Toward AGI✦
FIG. I
The Engine, observed.
— THE CORE
A reasoning substrateat the heart of it all.
The Neuro-Symbolic Engine fuses neural perception with symbolic logic, grounded by knowledge graphs and orchestrated through a recurring pattern we call the Alpha Triad — three agents in perpetual conversation until certainty is reached.
04
Verticals
α β γ
Agent roles
AGI
Destination
— ALPHA TRIAD
Three minds,one decision.
Every output of FINURA flows through the same loop: Planner decomposes, Executor acts, Critic challenges — repeated until confidence converges.
β
Phase 02Executor
Gathers signals, calls tools, queries knowledge graphs, and performs the work across data and devices.
→ Hands off to next
γ
Phase 03Critic
Validates, challenges assumptions, scores confidence, and closes the loop until certainty.
→ Or loops back to α
— THE FOUR PILLARS
Four operating systems.One cognitive core.
Not apps. Not assistants. Vertical intelligence substrates — each tuned to a domain, each contributing to the whole.
01
Finance · OS
STOCK I/O
The Global Market Operating System
An intelligence layer above world markets. Conversational research, multi-agent reasoning, and autonomous portfolio analytics across equities, ETFs, FX, commodities, and crypto.
01Neuro-Symbolic Financial Engine
→02Global Financial Knowledge Graph
→03Autonomous Research Agents
→04Portfolio Intelligence
→02
Orchestration · OS
AGENT MARKETPLACE
Cloud Platform for Autonomous Agents
Create, orchestrate, deploy, host, and monetize AI agents under one runtime. A visual studio, multi-agent workflows, and a creator economy wrapped in the Alpha Triad runtime.
01Visual Agent Studio
→02Multi-Agent Orchestration
→03Marketplace & Monetization
→04Enterprise Runtime
→03
Healthcare · OS
PRAAN AI
Healthcare Intelligence Operating System
India's lifelong healthcare companion. Symptom-aware triage, verified doctor matching, longitudinal records, and a Health Knowledge Graph that grows with every patient.
01Conversational Triage
→02Verified Doctor Matching
→03Longitudinal Health Graph
→04Digital Prescriptions & Referrals
→04
Home · OS
NEST AI
Autonomous Home Intelligence OS
Beyond remote-controlled homes. Cognitive agents learn household rhythms, then operate lighting, climate, security, and energy without a single tap.
01Behavioral Learning Layer
→02Household Knowledge Graph
→03Edge + Cloud Autonomy
→04Explainable Actions
→— THE HORIZON
A unified fieldof intelligence.
Every vertical OS returns memory, reasoning patterns, and grounded knowledge to a shared substrate. The Alpha Triad is the scaffolding. AGI is the destination.
Finance
STOCK I/O
Agents
MARKETPLACE
Health
PRAAN
Home
NEST