[Featured] Introducing the US REITs Monitor (Showcase)
29 June, 2025
We are live with a market intelligence tool, 'US REITs Monitor (Showcase)', illustrating some of the Kubro(TM) system research automation capabilities. …
A comprehensive workflow solution (Enterprise SaaS) with AI-enhanced automation for data and research companies to collect, classify, extract/analyse, and publish data and market intelligence. Focused on unstructured data from the web, filings, PDF documents, API feeds, and emails.
Includes specialist modules such as for SEC Filings, UK Companies House, and LLM-powered KubroTM Document Explorer, AI Data Extraction (AIDE).
A front-end ‘terminal’ powered by KubroTM deployed for specific domains, including China property, data centers, digital assets, Guangdong-Hong Kong-Macau Greater Bay Area.
Draw on ROI’s experience, whether for Agentic AI flow, RAG deployment, AI Workflow systems, or LLM-based data extraction from large documents.
Or just to help your group make sense of what works and what doesn’t in practice today.
Build your data products faster and cheaper
A comprehensive workflow solution (Enterprise SaaS) with AI-enhanced automation for data and research companies to collect, classify, extract/analyse, and publish data and market intelligence. Focused on unstructured data from the web, filings, PDF documents, API feeds, and emails.
Includes specialist modules such as for SEC Filings, UK Companies House, and LLM-powered KubroTM Document Explorer, AI Data Extraction (AIDE).
Monitor open source intelligence in your specific niche
A front-end ‘terminal’ powered by KubroTM deployed for specific domains, including China property, data centers, digital assets, Guangdong-Hong Kong-Macau Greater Bay Area.
Engage your prospects and clients through relevant content
A system to run custom trigger-event based ‘news’ feeds/signals for different use cases including lead generation and for newsletter production with a complete workflow. Powered by KubroTM.
Get hands-on external assistance in deployment of LLMs
 
        Draw on ROI’s experience, whether for Agentic AI flow, RAG deployment, AI Workflow systems, or LLM-based data extraction from large documents.
Or just to help your group make sense of what works and what doesn’t in practice today.
Head of Research
A global information business, London
Fraser Hughes, CEO
Global Listed Infrastructure Organisation
CEO
A specialist data company, New York
VP of Product Analytics
Commercial Real Estate Sector
Cynthia Feng, Founder and CEO
A policy research firm, Beijing
Founder-CEO
A startup data company, New York
Research Director
An investment research firm, Hong Kong
Senior Analyst
A research firm, Hong Kong

Combine software developed in-house and AI with deep domain expertise within one team, including real estate, information and data business, investment research; UK, US, China

Comprehensive workflow and integration in an enterprise, taking into account the reality of ‘how things work’ today; orchestrating LLM applications, but it’s not just about automation and AI

Start with the use-case specific topic models / ontology, only then deploy automation and AI into such framework; we focus on data, research, and media client use cases

Enterprise SaaS but with highly client-specific deployments - the only way to help you build your competitive edge

With no-code platform and extensive RESTful APIs, we make deployment and integration easy for end-users, and the IT teams.
29 June, 2025
We are live with a market intelligence tool, 'US REITs Monitor (Showcase)', illustrating some of the Kubro(TM) system research automation capabilities. …
31 October, 2025
A weekly Newsletter on technology applications in investment management with an AI / LLM and automation angle. Curated news, announcements, and posts, primarily directly from sources. We apply some of the ROI's Kubro(TM) Engine tools at the backend for production, yet with a human in the loop (for now). It's a start, and it will evolve on a weekly basis. …
30 October, 2025
The ANREV Young Professionals Committee and Technology & Innovation Committee event on Thursday, 20 November 2025 (Singapore). …
27 October, 2025
𝐓𝐡𝐞 𝐍𝐞𝐰 𝐌𝐨𝐚𝐭𝐬 - 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐐𝐮𝐚𝐧𝐭 𝐒𝐭𝐚𝐜𝐤 𝐟𝐨𝐫 𝐚 𝐆𝐞𝐧𝐀𝐈 𝐄𝐫𝐚: A research architecture that thrives on unstructured data, interpretable AI, the creative fusion of human & machine intelligence. Migration of quant techniques -- factor modelling, headcount analytics, sentiment scoring -- from public equities into private markets. …
29 June, 2025
We are live with a market intelligence tool, 'US REITs Monitor (Showcase)', illustrating some of the Kubro(TM) system research automation capabilities. …
31 October, 2025
A weekly Newsletter on technology applications in investment management with an AI / LLM and automation angle. Curated news, announcements, and posts, primarily directly from sources. We apply some of the ROI's Kubro(TM) Engine tools at the backend for production, yet with a human in the loop (for now). It's a start, and it will evolve on a weekly basis. …
30 October, 2025
The ANREV Young Professionals Committee and Technology & Innovation Committee event on Thursday, 20 November 2025 (Singapore). …
27 October, 2025
𝐓𝐡𝐞 𝐍𝐞𝐰 𝐌𝐨𝐚𝐭𝐬 - 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐐𝐮𝐚𝐧𝐭 𝐒𝐭𝐚𝐜𝐤 𝐟𝐨𝐫 𝐚 𝐆𝐞𝐧𝐀𝐈 𝐄𝐫𝐚: A research architecture that thrives on unstructured data, interpretable AI, the creative fusion of human & machine intelligence. Migration of quant techniques -- factor modelling, headcount analytics, sentiment scoring -- from public equities into private markets. …
We started building software in 2016 to automate research at a China property research business Real Estate Foresight (REF) - essentially solving for our own problems. REF is a sister company to ROI. Show More

Robotic Online Intelligence (ROI) is excited to announce its membership in the NVIDIA Inception Program.
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