Build your data products faster and cheaper

Automate Your Market Research

Your AI-Enhanced platform to collect and classify unstructured information, extract data and insights, then publish — within one comprehensive workflow.

Proven customer deployments since 2018

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

Some testimonials are anonymous to observe client confidentiality, but they are all genuine with the permission to use here.

How It Works

Enterprise SaaS with AI-powered automation for data companies and operations
Collect
Collect unstructured documents: Websites, PDF Documents, Filings, Emails, APIs
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Classify
Tag the documents with KubroTM Classification system - Keywords and Regex, AI Model, LLMs
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Extract & Analyse
Extract specific data points, interrogate the documents, summarize or translate with LLMs
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Publish
Output to databases, robo-reports, web pages, newsletters, dashboards, and via APIs

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Management Reporting, Quality Controls, Workflow Tools
Extensive toolkit for the supervision and management of the analyst operations
Collect
Collect unstructured documents: Websites, PDF Documents, Filings, Emails, APIs
person icon
Classify
Tag the documents with KubroTM Classification system - Keywords and Regex, AI Model, LLMs
person icon
Extract & Analyse
Extract specific data points, interrogate the documents, summarize or translate with LLMs
person icon
Publish
Output to databases, robo-reports, web pages, newsletters, dashboards, and via APIs

person icon
Management Reporting, Quality Controls, Workflow Tools
Extensive toolkit for the supervision and management of the analyst operations

Insights & Announcements

Introducing the US REITs Monitor (Showcase)

[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. …

ROI AI Brief: Investment Tech Weekly #1

ROI AI Brief: Investment Tech Weekly #1

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. …

ROI's Robert Ciemniak to Speak at the ANREV Event (Singapore, Nov 20, 2025)

ROI's Robert Ciemniak to Speak at the ANREV Event (Singapore, Nov 20, 2025)

30 October, 2025

The ANREV Young Professionals Committee and Technology & Innovation Committee event on Thursday, 20 November 2025 (Singapore). …

𝐓𝐡𝐞 𝐍𝐞𝐰 𝐌𝐨𝐚𝐭𝐬 - 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐐𝐮𝐚𝐧𝐭 𝐒𝐭𝐚𝐜𝐤 𝐟𝐨𝐫 𝐚 𝐆𝐞𝐧𝐀𝐈 𝐄𝐫𝐚 - An Upcoming Panel Session at Beryl Elites

𝐓𝐡𝐞 𝐍𝐞𝐰 𝐌𝐨𝐚𝐭𝐬 - 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐐𝐮𝐚𝐧𝐭 𝐒𝐭𝐚𝐜𝐤 𝐟𝐨𝐫 𝐚 𝐆𝐞𝐧𝐀𝐈 𝐄𝐫𝐚 - An Upcoming Panel Session at Beryl Elites

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. …

Insights & Announcements

Introducing the US REITs Monitor (Showcase)

[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. …

ROI AI Brief: Investment Tech Weekly #1

ROI AI Brief: Investment Tech Weekly #1

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. …

ROI's Robert Ciemniak to Speak at the ANREV Event (Singapore, Nov 20, 2025)

ROI's Robert Ciemniak to Speak at the ANREV Event (Singapore, Nov 20, 2025)

30 October, 2025

The ANREV Young Professionals Committee and Technology & Innovation Committee event on Thursday, 20 November 2025 (Singapore). …

𝐓𝐡𝐞 𝐍𝐞𝐰 𝐌𝐨𝐚𝐭𝐬 - 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐐𝐮𝐚𝐧𝐭 𝐒𝐭𝐚𝐜𝐤 𝐟𝐨𝐫 𝐚 𝐆𝐞𝐧𝐀𝐈 𝐄𝐫𝐚 - An Upcoming Panel Session at Beryl Elites

𝐓𝐡𝐞 𝐍𝐞𝐰 𝐌𝐨𝐚𝐭𝐬 - 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐐𝐮𝐚𝐧𝐭 𝐒𝐭𝐚𝐜𝐤 𝐟𝐨𝐫 𝐚 𝐆𝐞𝐧𝐀𝐈 𝐄𝐫𝐚 - An Upcoming Panel Session at Beryl Elites

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. …