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.
Kubro has transformed how we collect and process information – we've become more efficient and can cover many more sources.
Head of Research
A global information business, London
Kubro has enabled us to build a whole new content offering for members. It forms the backbone of our weekly FT Wilshire GLIO Index news service which is distributed to nearly 10,000 contacts.
Fraser Hughes, CEO
Global Listed Infrastructure Organisation
Kubro plays a critical role in automation of our data collection work.
CEO
A specialist data company, New York
Kubro's automation capabilities have been instrumental in ensuring we receive accurate and reliable data on a regular cadence. Their platform has streamlined our workflows, saving time and improving the consistency of our insights.
VP of Product Analytics
Commercial Real Estate Sector
I haven’t seen any other tool as powerful and all-encompassing as Kubro. It effortlessly automates tracking updates, extracting insights and sharing them with the team. A remarkably versatile system!
Cynthia Feng, Founder and CEO
A policy research firm, Beijing
The topic models framework in Kubro was instrumental for us in identifying key market events.
Founder-CEO
A startup data company, New York
With Kubro, it’s like having a team of robo-analysts, working for you 24/7.
Research Director
An investment research firm, Hong Kong
Our efficiency in processing market intelligence has jumped to another level with Kubro at the backend.
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.
25 January, 2026
To monitor and collect the 200-page PDFs systematically and efficiently, filter for relevance, extract relevant info and keep it human-analyst-friendly, needs much more than a simple LLM call. Here's how the Kubro(TM) platform assists in such cases, with the module 'Document Explorer'. …
19 January, 2026
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. …
12 January, 2026
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. …
11 January, 2026
A 3-minute interview with Robert Ciemniak, on the sidelines of the 7th annual Beryl Elites conference in New York. …
25 January, 2026
To monitor and collect the 200-page PDFs systematically and efficiently, filter for relevance, extract relevant info and keep it human-analyst-friendly, needs much more than a simple LLM call. Here's how the Kubro(TM) platform assists in such cases, with the module 'Document Explorer'. …
19 January, 2026
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. …
12 January, 2026
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. …
11 January, 2026
A 3-minute interview with Robert Ciemniak, on the sidelines of the 7th annual Beryl Elites conference in New York. …
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.
© 2026 NVIDIA, the NVIDIA logo are trademarks and/or registered trademarks of NVIDIA Corporation in the U.S. and other countries.
