Senior AI Engineer, Platform Integration

About this role

# Job Description:

Shape the Future of AI in Capital Markets and Legal Disclosure

At Toppan Merrill, we’re building Quinn, a cloud-based platform that helps law firms, investment banks, and public companies draft, review, and file SEC documents, including IPO registration statements, prospectuses, proxy statements, and annual and quarterly reports.

We’re applying AI to one of the most consequential document workflows in the world, where precision, trust, and accountability matter most. You’ll join a small, highly visible team, work directly with senior engineering leadership, and engage with some of the world’s largest law firms.

In this role, you’ll be the founding engineer for how outside AI tools such as Harvey and ChatGPT Enterprise securely connect to Quinn. That means production-ready OAuth 2.1 with token exchange, deny-by-default authorization, and a complete audit trail, built on the emerging Model Context Protocol standard and held to the security bar of the most demanding enterprise clients there are.

The first thing Quinn will pilot with clients is this integration. A working prototype already exists; turning it into a service a law firm’s security team will approve is the core of this role. You’ll build it and own it after launch.

What you will do

• Productionize the integration service (an MCP server) that outside AI tools connect to, over the Streamable HTTP transport
• Implement sign-in with OAuth 2.1 using our identity provider (Okta), including token exchange so the service calls Quinn on behalf of the attorney and never passes an outside tool’s token through
• Enforce what each outside tool may do: which actions its permissions allow, and which documents are on each client firm’s approved list, denying everything else by default
• Keep an immutable, exportable audit trail of every action an outside tool takes, including reads, that client firms can review
• Design controls for AI-specific risks, including tool misuse driven b...