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▪ Fintech

Simfolio

We built AI-assisted reporting into the portfolio platform, turning hours of manual preparation into minutes of review.

AI feature integration, product engineering

▪ The Numbers

95%

less manual prep

minutes

to a client-ready report

0

reports late since launch

The challenge

Simfolio gives investors a clear view of their portfolios. The data was solid, but turning it into client-ready reporting was a manual grind: pull the numbers, write the narrative, format, check, repeat. It did not scale, and it pulled skilled people into low-value work.

What we built

We added an AI reporting layer that reads directly from the portfolio data, drafts the narrative in the firm's voice, and assembles a formatted report ready for review. Human checkpoints stay in the loop for sign-off, and an evaluation framework keeps the generated language accurate and on-brand.

The result

Report preparation dropped by about 95 percent. A task that used to eat an afternoon became a short review, reports stopped slipping, and the team redirected its time to actual client work.

What used to be an afternoon of copy and paste is now a five-minute review.

Simfolio operations lead