CanadaFinance and insurance2023 – ongoingWealthsimple
Internal LLM gateway and AI-assisted software development
Wealthsimple's LLM gateway served 500 internal users daily as developers adopted AI coding tools
Problem
Wealthsimple wanted employees to experiment with language models while controlling external data sharing. Engineers also needed practical ways to use AI within their development workflow.
Approach
Wealthsimple launched its internal LLM gateway in April 2023. It mediated model API access and applied sensitive-data redaction. The company later offered developers a choice of AI coding tools through its engineering strategy.
Results
Takeaway
Gateway usage and coding-tool adoption established employee uptake. Wealthsimple did not report a measured reduction in development time.
Categories
- Industry
- Finance and insurance
- Business function
- IT and R&D
- Innovation type
- Process innovationOrganization and work practices
- AI technology
- Generative AI
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
Wealthsimple described how developers used AI tools alongside its internal gateway. It reported daily gateway users and the share of developers using Copilot.
Wealthsimple dated the internal launch to April 2023 and described its API wrapper and chat interface. It explained request tracking and redaction, including an internally developed personal-information removal model.
Full details are in the original sources.
