JPMorganChase

Jane Street is a research-driven quantitative trading firm and liquidity provider. It combines trading capital, global reach, technology, and expertise to help institutions meet their trading goals. The company develops low-latency networks, works on compiler technology, designs distributed systems, and applies machine learning to quantitative trading. Its website also describes technology, trading, and career programs, including internships, events, scholarships, and multi-day programs.

BankMCP is a self-hosted, read-only Model Context Protocol server that lets AI assistants query a user's bank accounts through Enable Banking's PSD2 open-banking API. The user authenticates at the bank through a consent flow; BankMCP stores consent and account metadata but does not store balances or transactions, make payments, or send telemetry. It exposes MCP tools for managing bank connections and accounts, retrieving balances and paginated transactions, and creating rules that poll accounts for conditions such as low balances or matching payments and send webhook notifications. It can run locally or on a server, is distributed as the npm package `bankmcp`, supports standard MCP clients including Claude and Ollama, and is licensed under the MIT License.

Monzo is a UK digital bank and financial-services platform. Its app offers current accounts, joint and children’s accounts, savings, credit cards, investments, pensions and mortgage-related tools, alongside budgeting features such as Pots, Salary Sorter, bill payments, spare-change roundups and cashback. The videos identify Monzo as the bank where the speakers work, while noting that their presentation about trustworthy AI is not made on Monzo’s behalf.

Keycard is a runtime authorization platform for AI agents. It gives each agent an identity and evaluates the full request context—including the agent, its runtime, the task, and any user it acts for—against policy before issuing credentials. Approved requests receive short-lived, task-scoped tokens for resources such as APIs, data stores, MCP servers, and other agents; denied requests receive no credentials and are logged. Keycard also provides resource configuration, session inspection, attribution-rich audit logs, SIEM export, and immediate credential revocation.

Agent Chip is Monzo's in-house AI coding agent that operates in Slack. It began as an emoji reaction that triggered coding work and has expanded to authoring pull requests, reviewing code, handling Linear tickets, investigating incidents, triaging data-quality issues, and accepting change requests from non-engineers. Monzo describes it as part of a platform built from an MCP gateway to internal tools and knowledge, a sandboxed agent-orchestration system designed for a regulated bank, and infrastructure that treats the agent as a reusable building block. The company says it runs more than 1,800 tasks per day and authors over 10% of merged pull requests across its technology teams.