Chain of Demand

What Chain of Demand does

Chain of Demand (CoD) is a Hong Kong-headquartered fintech that operates an AI-powered multi-asset investment analytics platform. The company targets both retail and institutional investors, aggregating alternative datasets — social sentiment, whale transactions, and on-chain data — into a behavioral-finance framework branded as TRBO (Triggers, Reactions, Behavior, Outcomes). Its flagship AI product, COD-GPT, is a generative investment assistant co-developed with Carnegie Mellon University, complemented by a no-code signal builder aimed at retail users and the CoD GPT Portfolio, an in-house AI-managed crypto portfolio launched in 2023.

The technology stack combines alternative data ingestion with predictive analytics and anomaly detection to surface trading signals across crypto and traditional markets. CoD is currently operating in a pre-launch/waitlist posture for its main application, with named enterprise engagements including Bloomberg, Cowen, and Hype. The company is backed by Vectr Ventures, Trill Ventures, Baboon VC, Iron Fire, Arcane Group, and MindWorks Capital, and is supported within Hong Kong's fintech ecosystem by Cyberport and InvestHK.

The business model is subscription-based for the analytics platform, augmented by the in-house CoD GPT Portfolio product, which could generate management or performance fees. Revenue, pricing, and customer count are not disclosed; the team is reported at 1-10 employees and total disclosed funding is approximately $1M across a 2018 round and a 2022 round led by Arcane Group.

Name

Chain of Demand

Legal name

Chain of Demand Limited

Website

https://chainofdemand.co

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

1–10 employees

Short description

Chain of Demand is a Hong Kong-based fintech building an AI-powered multi-asset investment analytics platform that combines alternative data with a behavioral-finance framework, serving retail and institutional investors through subscriptions and an in-house crypto portfolio.

Ownership category

akta.pro rank

Product category

Investment Analytics Platform

NAICS

Portfolio Management and Investment Advice (523940), Securities and Commodity Contracts Intermediation and Brokerage (5231)

SIC

Investment Advice (6282), Security & Commodity Brokers, Dealers, Exchanges & Services (6200)

akta.pro primary industry

Alternatives & Multi-Asset Digital Wealth Platforms (PE/VC/Real Assets access) (FSAGAEAL)

Keywords

• Behavioral finance analytics
• Alternative data signals
• AI investment platform
• Crypto trading signals
• Quantitative analytics

Headquarters

HQ city

Hong Kong

HQ country

Hong Kong SAR China

HQ region

Asia

Markets served

GTM type

B2C

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. Premium Signal Strategies: Users can subscribe to or purchase access to alternative data-powered thematic and premium signal strategies for investment turbocharging. The CoD GPT Portfolio represents an in-house curated crypto portfolio demonstrating platform capabilities.
2. Platform Access (COD-GPT): Professional-grade AI tools and analytics provided through the platform, likely on a subscription basis, offering high-growth and risk-managed investment opportunities at a fraction of traditional institutional costs.
3. No-Code Signal Builder: Platform feature allowing users to create personalized AI-powered trading signals using proprietary alternative and traditional data; revenue generated through platform access/subscription.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels5 records

Core offering

Chain of Demand operates an AI-powered multi-asset investment analytics platform that combines a proprietary behavioral finance methodology (TRBO Framework) with alternative data sources—including social sentiment, whale transactions, and on-chain data—to generate predictive trading signals for digital assets. The platform exposes AI tools (COD-GPT, co-developed with Carnegie Mellon University), curated crypto portfolio products (CoD GPT Portfolio), and a no-code signal builder that lets retail investors construct personalized quantitative strategies without programming.

Product overview

Chain of Demand is a multi-asset investment analytics platform that offers institutional-grade quantitative analytics to individual investors. The core platform is built around the proprietary TRBO Framework for behavioral finance analysis, combined with COD-GPT for AI-powered research. Users can access pre-built signal strategies (including the CoD GPT Portfolio) or create their own customized trading signals using a no-code builder with AI capabilities co-developed with Carnegie Mellon University. The platform leverages alternative data including social sentiment, whale transaction monitoring, and on-chain analytics.

Differentiator

Problem solved

Functional benefit

Products and services

• CoD GPT Portfolio An in-house curated crypto investment portfolio built using Chain of Demand's proprietary TRBO Framework and alternative datasets, designed to deliver market-beating returns and showcase the platform's quantitative analytics capabilities to investors.
• Alternative Data Signal Strategies Thematic and premium signal strategies powered by Chain of Demand's proprietary technology and alternative datasets that users can subscribe to or purchase to turbocharge their investments.
• COD-GPT A professional-grade AI-powered research tool co-developed with Carnegie Mellon University, leveraging proprietary data and analytical insights to help users research and act on crypto investment opportunities.

Quantifiable outcome

• 50% of surveyed US and APAC investors already monitor non-traditional information sources to inform investment decisions.

Named customers3 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature4 records

Partnerships

Six partnerships are on record, tiered core, supportive and flagship.

• Carnegie Mellon UniversitycoreStrategic or Co-development PartnerCo-development partnership for COD-GPT AI tool, leveraging Carnegie Mellon's academic research capabilities in AI and machine learning to power the platform's professional-grade AI tools.
• CyberportsupportiveGTM or Marketing PartnerHong Kong government-supported technology hub listed as a supporter of Chain of Demand, likely providing ecosystem support, mentorship, or marketing exposure.
• InvestHKsupportiveGTM or Marketing PartnerHong Kong government investment promotion agency listed as a supporter, likely providing strategic support for business development in Hong Kong.
• BloombergflagshipGTM or Marketing PartnerMajor financial data and media company listed as a client/partner. Nature of partnership includes potential data collaboration, content distribution, or co-marketing within the financial services ecosystem.
• CowenflagshipGTM or Marketing PartnerInvestment bank listed as a client/partner, indicating commercial relationship involving analytics services or platform access.
• HypeflagshipGTM or Marketing PartnerClient/partner logo displayed on the company page, indicating commercial or collaborative relationship.

Scale indicators1 record

Recent moves6 records

Expansion highlights6 records

Emerging players

• The Tie: Crypto-focused research and sentiment analytics firm delivering institutional signals — comparable in combining social/alternative data with crypto investment decision support.
• QuantConnect: Algorithmic trading platform offering a no-code/low-code strategy builder with access to alternative and traditional data — overlaps with Chain of Demand's no-code signal builder concept across asset classes.
• Amberdata: Crypto market data and analytics platform offering on-chain, market, and DeFi analytics to institutional clients — competing in the same institutional alt-data analytics space.

Direct peers

• IntoTheBlock: AI-driven crypto analytics platform combining on-chain, social, and market data to generate actionable trading signals for both retail and institutional users — directly comparable to Chain of Demand's behavioral-finance + alternative-data thesis.
• Dune: Community-driven crypto data analytics platform with a no-code query builder for on-chain data — overlaps with Chain of Demand's no-code signal builder concept, though more community-focused.
• Coin Metrics: Crypto market intelligence and on-chain data provider offering institutional-grade analytics, indexes, and network data — competes for the same institutional data buyer Chain of Demand targets.
• Messari: Crypto research, data, and analytics platform serving institutional investors with market intelligence and signal-style products — comparable positioning on the institutional side of the analytics market.
• Glassnode: Leading on-chain crypto analytics provider offering institutional-grade market indicators and dashboards — competes for the same institutional crypto-research wallet share that Chain of Demand targets.
• Santiment: Crypto market intelligence platform specializing in on-chain, social, and development activity analytics used to forecast market movements — overlapping strongly with Chain of Demand's TRBO and alternative-data approach.

Broad incumbents

• TradingView: Massive retail-facing charting, analytics, and social-trading platform spanning multiple asset classes — represents a much larger incumbent that Chain of Demand could be compared against or partner with.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat3 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/chainofdemand
• LinkedInlinkedin.com/company/chainofdemand

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds2 records

Investors5 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Chain of Demand