Infinity Constellation is an AI-services holding company with eight portfolio companies across different verticals.
Each portco runs independently, with its own CRM, revenue management, and definitions for key sales objects like 'leads' and 'proposals', so there was no shared language across the portfolio. Reporting was manual: by the time data reached HoldCo leadership it was stale and still required interpretation. Portcos spent meaningful time on reporting overhead instead of building their businesses, and without real-time visibility the HoldCo was stuck in reactive mode, unable to provide the value-added services it wanted to.
Paradox Machines built Infinity Constellation a centralized, cloud-hosted data warehouse spanning its eight portfolio companies. The team standardized business logic across the portcos, integrated each business unit's source systems via API, and exposed the clean, modeled data to Claude through an MCP connector, so leadership queries live portfolio data inside Claude, the tool they already use.
Estimated annual savings from eliminating manual reporting time across the eight portfolio companies.
Automated, real-time reporting removes roughly two hours of manual reporting per portfolio company each week.
Non-technical stakeholders query live, trusted company data directly in Claude, no pinging analysts, no second-guessing the numbers.
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