Kubro automates the full market research workflow: collecting unstructured data from websites, PDFs, regulatory filings, emails, and APIs; classifying documents using keywords, AI models, and LLMs; extracting specific data points; and publishing output to databases, dashboards, newsletters, and via APIs.

Who is Kubro built for?

Kubro is designed for data companies, investment research firms, media operations, and any organisation that needs to collect and process large volumes of unstructured information at scale. Clients include global information businesses in London, New York, Hong Kong, and Beijing.

What data sources does Kubro support?

Kubro collects from websites, PDF documents, regulatory filings (including SEC Filings and UK Companies House), email feeds, and REST APIs. It handles unstructured and semi-structured data across all these sources within a single workflow.

How does Kubro use AI and LLMs?

Kubro uses AI models for document classification and topic modelling, and integrates LLMs for data extraction, document interrogation, summarisation, and translation. The Kubro Document Explorer and AIDE (AI Data Extraction) modules provide LLM-powered research capabilities.

Kubro™ – AI-Enhanced Market Research Automation Platform

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

Kubro is one of the essential tools for our analysts.

Vice President
A global data company, London

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

A system with AI-powered automation for data companies and operations

Collect

Collect unstructured documents: Websites, PDF Documents, Filings, Emails, APIs

Classify

Tag the documents with Kubro^TM Classification system - Keywords and Regex, AI Model, LLMs

Extract & Analyse

Extract specific data points, interrogate the documents, summarize or translate with LLMs

Publish

Output to databases, robo-reports, web pages, newsletters, dashboards, and via APIs

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

Classify

Tag the documents with Kubro^TM Classification system - Keywords and Regex, AI Model, LLMs

Extract & Analyse

Extract specific data points, interrogate the documents, summarize or translate with LLMs

Publish

Output to databases, robo-reports, web pages, newsletters, dashboards, and via APIs

Management Reporting, Quality Controls, Workflow Tools

Extensive toolkit for the supervision and management of the analyst operations

Insights & Announcements

Featured

[Featured] Introducing Kubro(TM) Agents - A Toolkit For Bespoke Agentic Workflows In Market Research

30 March, 2026

We are introducing Kubro(TM) Agents - a module within the Kubro(TM) platform for building and deploying bespoke agentic research workflows, based on several use case-specific pre-defined workflow templates. …

ROI AI Brief: Investment Tech Weekly #21

30 March, 2026

A weekly Newsletter on technology applications in investment management with an AI / LLM and automation angle. We combine 100% human curation/selection with LLM standardisation, summarisation, and more deterministic search/collection, classification and workflow - powered by Kubro(TM). …

Introducing Robotic Online Intelligence (ROI) 'Chart Factory'

23 March, 2026

Today, we're introducing Robotic Online Intelligence (ROI) 'Chart Factory': a software toolkit for deterministic, automated production of pre-defined charts at scale, built for investment research teams and data companies producing institutional-grade chartbooks and investor reports. …