Kubro(TM)

Kubro^TM - The Information Engine

Aggregate, filter and extract value from unstructured data (text) from the web, filings, tweets, your documents or emails.

Boost efficiency of your data collection operations for your databases. Build an edge in research for investments, editorial, competitive intelligence and lead generation.

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

Kubro^TM has been in development since 2016 - originally for internal use and then deployed commercially with enterprise clients since 2018, in the US and Asia

Deployed in domains ranging from data collection and research in real estate, data centers, policy research, to cryptocurrency markets

Demonstrated 30-60% time savings in enterprise use, augmenting the value-add work of human analysts, as well as real time intelligence in digital assets

“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.

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.

Unique Specialist Focus

Kubro^TM 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

Proven commercial deployments with data companies, research and investment firms, editorial and media operations

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.

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.

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.

Data Collection for Proprietary Databases

Research and Market Intelligence

Media and Editorial

Our Approach, Philosophy, Ethics

What makes this unique?

ENGINEERED FOR DATA, RESEARCH, AND MEDIA CLIENTS

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

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.

CUSTOMIZATION FOR THE EDGE

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

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.

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 - The Framework

No code, easy to deploy and test, developed with clients

SOURCES

Set up your sources of unstructured textual data from the Web, Filings, Twitter, or Documents and Email. Automate the ingest and aggregation - let the robots do the repetitive work.

FILTERING

Apply deterministic (keywords, Regex) rules and/or train your own AI (neural network) model to classify / tag and filter the information.

ANALYSTS

Your (human) analysts focus on value-add work, such as cross-checks and database entry, research, content curation and publishing.

APIs

Feed the filtered outputs into your applications or dashboards, with extensive RESTFull APIs, both internally and for your clients.

MANAGEMENT TOOLS

Set up the team, leader roles, performance metrics and tools to optimise the operations of your "data manufacturing plant", within the M.A.S.T.E.R.S. Framework: Model-Aggregate-Standardize-Tag-Evaluate-Release-Supervise

SOURCES

Set up your sources of unstructured textual data from the Web, Filings, Twitter, or Documents and Email. Automate the ingest and aggregation - let the robots do the repetitive work.

FILTERING

Apply deterministic (keywords, Regex) rules and/or train your own AI (neural network) model to classify / tag and filter the information.

ANALYSTS

You can also easily curate and publish filtered content, both manually and as robo-reports, to your clients.

APIs

Deliver the filtered content to human analysts for their value-add work or through API into your applications.

MANAGEMENT TOOLS

InfoBesity Blog

Integrating Email Newsletters

23 June, 2022

Do you (or your data operations in business) get dozens or more newsletters a day, which you actually do like and you did sign up for as they bring valuable info and ideas …

Kubro Use Case: Monitoring Market Intel on Law Firms

13 June, 2022

Here's another illustration of how at Robotic Online Intelligence we think about solving the problem of inefficiency in dealing with fragmented information in private markets in a particular sector. …

Tracking SEC Filings

17 May, 2022

Some of the best market information comes from the publicly available disclosures, such as the SEC filings or UK Companies House documents …