Research & Development
in the Age of AI
We use AI to automate knowledge-intensive Research & Development tasks that require a deep understanding of context.
About Us
Welcome to Rubidium Data, where we apply the latest advancements in AI to generate insights for strategic economic decision-making. From supply and value chain analysis to detailed data extraction from company reports, to transforming vast amounts of qualitative data into actionable insights, we automate knowledge-intensive processes that require a deep understanding of context.
Value Chain Analysis
In partnership with the World Bank, we are automating the process of value chain analysis using 6-digit Harmonized System Trade Codes. Based on this mapping, we identify opportunities for regional integration, resilience, and strategic positioning within future value chains.
Data from Company Filings
Scalable and targeted extraction of any type of information from annual and quarterly reports with significantly higher detail than commercially available datasets. Mapping firm-level sales segments to harmonized system trade codes to connect firm and trade data.
Topic Modelling
We process vast amounts of qualitative data, identifying thematic topics in hierarchical topic trees. This allows us to view free-text comments at any level of resolution with brief summaries. For example, we processed over 20,000 comments from a company with more than 60,000 employees to identify strengths and weaknesses in its organizational culture, enabling deeper dives into particular themes of interest.
Automating complex tasks
We specialize in automating knowledge-intensive processes that require a deep understanding of context. For example, in accounting firms, we have developed AI-driven software that automates double-entry bookkeeping, increasing automation rates from 20% to 90%.