AI case study

StashVirtual financial advisor

API latency bottlenecked live AI compliance checks. Faster open-source LLMs unlocked instant validation, processing up to 15x the tasks.

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Result highlights

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The story

Context

A registered investment advisor serving 1.4 million users provides accessible financial tools ranging from fractional shares to retirement accounts.

Challenge

Developing a real-time financial advisory agent required rigorous compliance checks at every step, but legacy API latency of roughly 300 milliseconds...

Solution
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Scope & timeline

  • ~10% increase in total user requests processed

Quotes

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The company

Investing and banking app for beginners with automated and self-directed options.

IndustryFinancial Services
LocationNew York, NY, USA
Employees251-1K
Founded2015

The vendor

LPU hardware and cloud platform for high-speed AI inference.

IndustryTechnology
LocationMountain View, CA, USA
Employees251-1K
Founded2016

Use case

Stash's Virtual financial advisor is part of this use case:

Agentic Customer Service
72 case studies(+88% YoY)
Proven impact?
LowModerateVery Strong
8.5Very strong
3.0Moderatewithin Financial Services
1.7Lowwithin Product Engineering

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