Most AI pilots never reach the desk.We build the ones that do.
We embed with your team to put agent workflows into daily operations. They run in your environment, and your people operate them.
Get in touchSan Francisco · Founded 2026 · Embedded engagements
What we do
Get more out of the tools you already have
We deploy ChatGPT, Claude Cowork, Claude Code, and Codex into your environment, with the integrations and access controls your infosec team requires. Then we train your analysts and ops staff to build and run their own workflows, so the capability stays with your team after we leave.
Custom builds
When off-the-shelf tools stop short, we design and build software for your desk: reconciliation and exception handling, pricing and rel val, document workflows. We ship it into production in your environment and support it there.
How we work
Discovery
A short conversation about your workflows and your constraints, then a scope we both agree on. If we don't think we can help, we say so.
Embedded build
We work on site, inside your environment, alongside the people who do the job today. What we build ships into the systems they already use.
Handover
Your team takes over what we built. We document it, train them on it, and stay available for support.
The firm
BGH Applied AI was founded in 2026 to put AI into production inside investment firms. Our background runs from hedge fund and sell-side structured products trading desks to engineering at Meta on LLM post-training.
Our work covers fund operations from the accounting close through marketing production.