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Production case studies

Deep dives into systems we have shipped: challenge, solution, product, and outcome.

Edsage AI
Edsage AIEarly access

Study prep that adapts to every attempt

10k+ attempt events modelled

Edsage is a personal AI mentor for exam prep. Every question builds a profile, weaknesses show up early, and daily plans update from real performance instead of generic schedules.

Doriot AI
Doriot AIShippedPrior venture of the founder

Match founders to the right investors

1B+ data points · ~90% match accuracy on product eval criteria

Doriot helps startups find aligned investors and run outreach with an AI copilot, so fundraising is targeted instead of spray-and-pray.

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