JPMorgan Chase
JPMorgan Chase rolls out its LLM Suite to 200,000 employees
JPMorgan Chase built LLM Suite, an internal portal that gives employees secure access to external large language models. The bank says it went from zero to 200,000 onboarded users in eight months after its summer 2024 release.
Key figures
Copied exactly from the sources. Copy any figure with its citation.
200,000
Users onboarded, zero to this number in eight months (JPMorganChase)1
More than 60,000
Employees with access at the time of the CNBC report in August 20242
What it took
The problem
JPMorgan restricted employee use of ChatGPT in early 2023 because of data exposure concerns. Staff still wanted generative AI for everyday writing and analysis, so the bank needed a safe alternative.
What they built
LLM Suite is a proprietary platform that gives eligible employees access to large language models in a secure environment. Employees use it to draft emails and reports, summarize long documents, solve Excel problems and generate ideas. Engineers can also add functions from external models to their own programs.
How they did it
CNBC reported that the bank did not build its own models. LLM Suite works as a portal to outside models, launched with OpenAI's, and the bank said it plans to avoid dependence on any single provider. It is designed so employee data is not used to train the models. JPMorgan's roadmap, per its own post, is to connect the tool to more internal data and combine it with workflows to create agents.
Results
JPMorganChase says the platform reached 200,000 onboarded users within eight months of its summer 2024 release. In August 2024, CNBC reported it was available to more than 60,000 employees with a wider rollout planned.
Lessons for your project
Offer a sanctioned tool before banning shadow use. JPMorgan restricted ChatGPT in early 2023 over data concerns, then provided its own secure route.
Stay model-agnostic. The bank said it does not want to depend on one model provider, and launched with OpenAI while testing others.
Train people. CNBC reported that employees need prompt-writing training to get value from the tool.
Caveats
- The JPMorgan page does not name the underlying models. NBC News, republishing CNBC, reported that the tool launched with OpenAI's model.
- Adoption counts are onboarded users. They do not measure depth of use or business outcomes.
- Autonomous agents were described as a later stage, not a current capability.
Sources
- LLM Suite named 2025 Innovation of the Year by American Banker
JPMorganChase · 2025-06-03 · Company blog · jpmorganchase.com
- JPMorgan Chase is giving its employees an AI assistant powered by ChatGPT maker OpenAI
NBC News (CNBC report) · 2024-08-09 · News · nbcnews.com
Summarized in our own words from the sources above. Spotted an error? See corrections.