Empower your data business with proven AI deployments

Automate Your Research

Collect, classify, and extract unstructured data.

Build your data products faster and cheaper.

Cloud and API Delivery. AI-Powered. No Code. Any Language. Customized.

KubroTM has been in development since 2016 - originally for internal use and then deployed commercially with enterprise clients since 2018, in the US, UK, and Asia
Deployed for data collection and research in domains ranging from real estate, policy research, to carbon and digital asset markets
Demonstrated 30-60% time savings in enterprise use: an edge in market intelligence with the search and alerts engine

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'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.
“It’s about taking what your team of 10 does in 10 days and helping them get it done in one day, empowering the human analysts with technology”

The Proposition

The Edge for Your Data, Research, and Media Operations - for your proprietary database build and information products, your competitive and market intelligence systems, and lead generation.
Signallium China Property Product Screenshot

Extract Value from Unstructured Text

Do your data, research or editorial operations rely on unstructured data inputs from the web, filings, Twitter, or multiple internal sources and email, with a lot of manual work involved?

If so, we can give your operations a major productivity edge.

Signallium China Property Product Screenshot

You will build your databases and intel faster, save your analysts time, with fewer misses and frustrations, and better pickups from local sources.

How? Through automation of aggregation and filtering of unstructured information (data), while utilizing workflow tools in data analysis and supervision of the data operations.

Signallium China Property Product Screenshot
Signallium China Property Product Screenshot

Unique Specialist Focus

KubroTM is not a generic solution but a specialist system for data and research businesses. Originally developed for our own applications in real estate research.

No code. Any language. Easy to deploy yet highly configurable. Enterprise SaaS model. Serviced with a love for data. Quietly since 2017.

Use Cases

Data companies, research and investment firms, editorial and media operations
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Data Collection for Proprietary Databases
You sell proprietary data or databases. Your analysts rigorously collect information from sources on the web, Twitter, SEC filings, or emails and other documents. To build your edge, you want greater efficiency in data operations, automating manual tasks and focusing the team on value-add work.
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Research and Market Intelligence
You believe in an information edge, in enhancing your competitive and market research or lead generation by capturing intel from a variety of sources. But you want the system to be customized to your specific business cases and under your team’s direct control.
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Media and Editorial
Sources pump out text continuously; your overflowing inbox is only a tiny fraction of what’s available - how do you find the usable and important needle in the proverbial haystack? Your staff should concentrate on valuable work - providing the analysis and the context, We can automate the selection and the filtering.
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Data Collection for Proprietary Databases
You sell proprietary data or databases. Your analysts rigorously collect information from sources on the web, Twitter, SEC filings, or emails and other documents. To build your edge, you want greater efficiency in data operations, automating manual tasks and focusing the team on value-add work.
person icon
Research and Market Intelligence
You believe in an information edge, in enhancing your competitive and market research or lead generation by capturing intel from a variety of sources. But you want the system to be customized to your specific business cases and under your team’s direct control.
person icon
Media and Editorial
 
Sources pump out text continuously; your overflowing inbox is only a tiny fraction of what’s available - how do you find the usable and important needle in the proverbial haystack? Your staff should concentrate on valuable work - providing the analysis and the context, We can automate the selection and the filtering.

Our Approach, Philosophy, Ethics

What makes this unique?
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ENGINEERED FOR DATA, RESEARCH, AND MEDIA CLIENTS

Unlike generic platform solutions, we specialize in deployments for data companies, research, and media firms, with KubroTM originally developed for our research business of a sister venture Real Estate Foresight.

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CUSTOMIZATION TO GAIN COMPETITIVE EDGE

Your competitive edge won’t come from standardized products. Hence our focus on customization / configuration of KubroTM for specific use case. In some domains, we partner with clients on an exclusive basis.

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KUBROTM AIDE – AI DATA EXTRACTION AND ROBO ANALYSTS

With the integration of Large Language Models, you can achieve much greater time savings with automated extraction of specific data points from text documents. We can also create custom Robo-Analysts for you.

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NO CODE, ANY LANGUAGE

Easy to deploy, test, change, without the need for coding skills, yet with flexibility to apply more advanced AI models and Regex. Deployed in AWS. Straightforward RESTFull APIs. Text analysis works in any language incl. Chinese.

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COMPLETE WORKFLOW

From data ingest and filtering to the supervision of the "modern data manufacturing plant", we go far beyond single component RPA or search and crawling tools, with a more complete workflow solution and management tools.

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ETHICS

We provide full transparency on system performance and observe the best practices in handling publicly available information, recommending customers to do the same, regarding e.g. limits to web scraping.

How It Works

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

InfoBesity Blog

Topics from our CAST 2025 Hong Kong Meeting

Topics from our CAST 2025 Hong Kong Meeting

5 February, 2025

A quick note from our small-group Coffee And Showcase Tour (CAST) meeting in Hong Kong today …

Enterprise Productivity Gains Without Getting Overwhe-LLM-ed

Enterprise Productivity Gains Without Getting Overwhe-LLM-ed

3 February, 2025

LLMs: When 90% is not good enough …

LLMs in Research - What Works and What Doesn't | CAST 2025 - Hong Kong

LLMs in Research - What Works and What Doesn't | CAST 2025 - Hong Kong

27 January, 2025

Our third Coffee And Showcase Tour (CAST) meeting, now in Hong Kong on Feb 5, 2025 …

InfoBesity Blog

Topics from our CAST 2025 Hong Kong Meeting

Topics from our CAST 2025 Hong Kong Meeting

5 February, 2025

A quick note from our small-group Coffee And Showcase Tour (CAST) meeting in Hong Kong today …

Enterprise Productivity Gains Without Getting Overwhe-LLM-ed

Enterprise Productivity Gains Without Getting Overwhe-LLM-ed

3 February, 2025

LLMs: When 90% is not good enough …

LLMs in Research - What Works and What Doesn't | CAST 2025 - Hong Kong

LLMs in Research - What Works and What Doesn't | CAST 2025 - Hong Kong

27 January, 2025

Our third Coffee And Showcase Tour (CAST) meeting, now in Hong Kong on Feb 5, 2025 …