Intelligence Layer
for Institutional Risk & Alpha

AIVI mathematically normalizes chaotic public data into hallucination-free, entity-level insights. Engineered for the world’s most complex emerging markets, our proprietary AI powers predictive risk and quantitative alpha.

AIVI: Turn Public Chaos into Quantitative Certainty

Trusted by leading financial institutions

Tier-1 APAC Regulators
Top 10 Global Banks
Prominent Family Offices

Generic AI Hallucinates. We Quantify.

Off-the-shelf LLMs cannot solve the "garbage in, garbage out" problem of the open web. Our proprietary engine converts unstructured global data into strict, verifiable signals.

1

Proprietary Financial LLMs

We engineered domain-specific NLP models—including a financial sentiment engine proven 18% more accurate than standard LLMs. We decode complex market syntax natively.

2

Entity-Level Signal Extraction

Our AI maps local market catalysts—like regulatory probes, executive turnover, and operational shocks—directly to precise companies, bypassing rigid static databases.

3

Structured Alpha & Risk

Our engine normalizes raw insights into strict daily metrics, ensuring cross-sectional & time-series comparability for reliable whole-market benchmarking & backtesting without bias.

The Emerging Market Edge

Mastering Information Asymmetry

Mainstream terminals cover the obvious. Alpha is hidden in the obscure. We feed our proprietary LLMs a meticulously curated database targeting the nuances of emerging markets, delivering localized intelligence that global scrapers often miss.

India
Live & Validated
China & ASEAN
Expansion Roadmap
Curated local business media sources
Peer-Reviewed Pedigree

Published in International Finance

Our founder co-authored pioneering research applying Natural Language Processing (NLP) to financial markets alongside economists from the Bank for International Settlements (BIS). Published in International Finance, the work demonstrated how AI-driven sentiment analysis effectively quantifies complex macro shocks like the US-China trade war. Today, AIVI's proprietary engine has evolved far beyond this early application to deliver independent, enterprise-grade alpha.

The Intelligence Layer for Alpha and Risk

Topic: Corp Governance
Topic: Supply Chain
Topic: Regulation

Topic Radar: Production Change

Entity vs. Industry Divergence

Industry Norm

Drift

Target Entity

+3.4σ
For Portfolio Managers & Family Offices

AIVI NewsPulse (SaaS Platform)

Built for discretionary capital allocators. NewsPulse distills global chaos into visual, actionable insights. Track topic-level catalysts and capture alpha without coding.

Explore Dashboard
For Commercial Credit & Lending

Predictive Risk Scoring

Tailored for underwriting teams. Monitor bespoke leading indicators of distress from local media and diverse public data sources, empowering proactive management of exposure months before a borrower defaults.

Explore Credit Solutions

Entity: XYZ Enterprises

Eearly Warning Tracker • 90-Day Outlook

Risk Score Critical
92
85
60
45
18
T-90 Days T-30 Days TODAY
!

Leading Indicator Detected

Supply chain disruption caused by factory closure mapped to a subsidiary.

CLIENT
Entity Risk Detected
X Petroleum Corp
Risk Type ESG Violation
Score 98.4%
For Compliance & KYC

Non-Financial Fraud Radar

Tailored for fraud investigators. It acts as an automated adverse media screener, uncovering hidden behavioral risks like undisclosed litigation, PR fabrication, or severe ESG violations. Protect institution from regulatory fines before they hit the balance sheet.

Explore Compliance Solutions
For Systematic Quants & Data Scientists

AIVI Data Feed API

Built for algorithmic execution. Stream hallucination-free, mathematically normalized JSON data directly into your trading models. Equip your quantitative teams with pristine time-series data to confidently backtest systematic alpha strategies and dynamically optimize portfolio weights at scale.

Explore API Solutions
POST /api/v2/signals/stream
{
  "timestamp": "2026-02-24T09:30:02Z",
  "entity_id": "ABCINC",
  "catalyst": "Govt Subsidy Approval",
  "sentiment": +2.84
}
Awaiting payload...

Systematic Backtest

Sharpe 2.4

+14.2% Alpha
Strategy Engine
1. NLP AI Extraction Optimized
2. Alpha Signals Processing

Live Output

AIVI India Equity LS Index

Outperformance +16% Alpha
ABCINC
65%
XYZLTD
25%
EFBANK
10%
For Asset Managers & Index Providers

Premium Quant & Indexing Services

Go beyond off-the-shelf data. Partner with our AI researchers and quant engineers to build proprietary, end-to-end smart alpha strategies tailored to your exact investment mandate. From bespoke signal creation to systematic thematic AI indexing, we deliver turnkey quantitative solutions ready for institutional deployment.

Explore Premium Services

Seamless Integration. Zero Disruption.

Stream signals via API, monitor risks via SaaS, or test hypotheses in our sandbox.

Enterprise API

Clean, hallucination-free Daily JSON streams. Plug signals directly into proprietary risk models or trading engines.

Request Keys

NewsPulse SaaS

Establish real-time watchlists, receive daily alerts, track industry divergence, and obtain predictive insights.

Open Dashboard
Beta Waitlist

Agentic Workbench

Deploy autonomous AI agents to test bespoke investment hypotheses and build novel AI quant models in minutes.

Join Partners

Academic Rigor.
Enterprise Scale.

AIVI Technologies bridges the gap between elite AI research and institutional execution. Founded by an industry veteran with 40+ international patents, our DNA is deeply rooted in tech innovation.

We pair academic rigorous methodologies with enterprise-grade infrastructure. The result is a platform that doesn't just discover novel signals, but delivers them with the absolute reliability, security, and scale demanded by global capital markets.

Explore Our Technology
Rigorous Methodology
Proprietary Data
Commercial Banks
Hedge Funds
Family Offices
AIVI ENGINE
Status: Live
aivi

Leadership

Dr. Chao He

Dr. Chao He

Founder & CEO

An AI pioneer with 20+ years of innovation and 40+ patents to his name, Dr. He drives our strategic vision and products. An Adjunct Professor at HKUST Business School with a Ph.D. in AI, he expertly blends academic rigor with executive leadership.

Jason Zhang

Jason Zhang

Co-Founder & CTO

An ex-ByteDance AI lead, Jason brings 10+ years of experience architecting massive-scale NLP systems. He drives our core technical strategy, specializing in unstructured data intelligence and scalable AI infrastructure.

Didier Magloire

Didier Magloire

Strategic Advisor (Banking)

A global banking veteran with 30+ years of experience, Didier is the former CRO at ANZ and current MD at Ripple Group. He leverages his deep institutional networks across Asia and Europe to drive AIVI’s enterprise partnerships and global go-to-market strategy.

Dr. Ritesh Malik

Dr. Ritesh Malik

Strategic Advisor (India)

A serial entrepreneur and top Indian investor, Dr. Malik is the founder of YC-backed Innov8 (acquired by OYO/Softbank). A Forbes 30 Under 30 Asia honoree, he accelerates our growth by unlocking critical market access and strategic partnerships across India.

Backed & Supported By

Advisory Board

Academic
Prof. Allen Huang

HKUST Business School

Emerging FinTech, Accounting

Academic
Prof. Mark Girolami

University of Cambridge

AI Research, Data Science

Academic
Prof. Karl Schmedders

IMD / Kellogg-HKUST

Finance, Economics, Sustainability

Industry
Mr. Sanly Ho

ex-Head of Trading Ops, HKEX

Financial Markets, Equity Trading

Industry
Mr. Roberto Versace

ex-MD, APG Asset Management

Asset Management

Industry
Mr. Murrey Mak

ex-CRAO, HSBC

Banking Ops & Risk Management

Industry
Dr. Pablo Crotti

ex-Head of Analytics, SFC

RegTech, Data & Analytics

Industry
Mr. Eric Lin

ex-CMO, Livi Bank

Sales & Marketing Strategy

See the Risks You Missed.
Find the Alpha You Left Behind.

Run a backtest today on your past portfolio.
Discover the hidden alpha, emerging risks, and compliance blindspots our engine caught long before the market reacted.

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