Get exclusive insights into real-world software usage,
revealing opportunities and risks that traditional market research misses.
Find public companies with business models particularly exposed to disruption such as open source, AI or cryptocurrencies
Detect early changes in customer preferences across hundreds of signals like open source contributions, job posts, social media mentions, ...etc.
Find mismatch between investor consensus and organic, real-world adoption trends.
We study public companies with high reliance on particular software enabled business model such as open source, cryptocurrencies, AI, ...etc.
Mapping of customer needs
Detailed value chain
Competitive analysis
Fully auditable (premium)
We partner with your institution to extract and analyze hidden data showing the real performance of product teams and how well customers react to new and legacy software.
Establish value chain, competitors, data sources and visualization
Duration: 2 business days
Extract, clean and organize data. Write the analysis.
Duration: 1-3 weeks
Present results and recommendations. Partner with your team to implement monitoring
Duration: 1-5 business days