J&T Bank's Investment Fund partnered with SuperQube to solve an impossible scaling challenge: maintaining deep, current knowledge about every company in their growing portfolio. We built an autonomous AI agent network that continuously monitors, researches, and reports on portfolio companies – processing millions of data points daily to surface the insights that matter.
Autonomous monitoring of entire portfolio without human intervention.
Deep research delivered in minutes instead of days.
Complete historical tracking and context for every company.
Scalable intelligence across unlimited number of portfolio companies.
J&T Investing Company faced a challenge where manual monitoring was impossible across 100+ portfolio companies. Critical developments were often discovered too late, and research requests took days or weeks per company.
The team was overwhelmed by data gathering instead of focusing on strategic analysis, leading to limited portfolio-wide visibility.
We designed and deployed an autonomous AI agent network – a coordinated system of 100+ specialized agents working like a tireless research team that never sleeps.
Scout agents scan thousands of sources overnight; Analyst agents filter signal from noise.
Synthesis agents connect dots across portfolio. Report agents package insights into morning digests.
Agents launch deep analysis on any company in minutes. Every insight built into institutional memory.
The AI agent network has become an indispensable member of the investment team, working tirelessly to ensure no opportunity or risk goes unnoticed.
productivity increase for the team
for comprehensive research reports
companies monitored simultaneously 24/7
developments missed with complete portfolio coverage
"I used to joke that we needed to clone our best analyst 50 times. SuperQube basically did that, but better. The AI agent network gives us intelligence capabilities that simply didn't exist before – not for any price, not with any size team. We went from quarterly check-ins hoping nothing major happened, to real-time awareness of everything. It's not just a productivity tool. It's a completely different way of managing a portfolio."
Innovation Officer
J&T Investing company a.s
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