Internal Agents Map

Automate an operations workflow

These records have the Ops or Finance ops work-domain tag. Compare which steps use a model, which steps use ordinary code, and where a person approves an action.

Agents

Brex · Onboarding decision system

Brex’s onboarding system verifies applicants and synthesizes KYC and underwriting evidence into decisions for its operations team.

Finance opsIn depth

Domu · Clementino

A general-purpose 'AI colleague' spanning sales, finance, client ops, engineering, and recruitment, later split into a reusable toolkit plus Slack and desktop surfaces.

SupportFinance opsCodingRecruitmentCustomer successIn depth

Flex · AI Investigation Agent

Flex runs an internal Slack agent that support, operations, and engineering use to debug HSA and FSA payment problems. Given an email, order number, or error string, it traces the transaction across…

Finance opsOn-callCodingIn depth

Plaid · Fix My Connection

Plaid's internal agent for bank-integration reliability. Fix My Connection proactively detects bank-integration access issues and automatically repairs them. Plaid reports more than 2 million…

OpsMaintenanceIn depth

Ramp · Doer and Architect

Ramp Labs pairs an internal finance agent (the Doer), which executes spreadsheet accounting workflows such as monthly revenue reconciliation and month-end inter-company transfers into ERP, with a…

Agent familyFinance opsIn depth

Salesforce · Slackbot

Salesforce was 'customer zero' for the rebuilt Slackbot; an employee agent that finds company context, drafts work, and connects Slack context with Salesforce data; now also an external product.

SupportCustomer successOpsIn depth

Deel · Four-stage payroll sync triage pipeline

Deel runs a four-stage pipeline that triages failed US PEO payroll syncs without an engineer starting it. The pipeline detects and batches failures, retries them, investigates the rest with parallel…

Finance opsOps

OpenAI · Agentic software factory

An agent system built around OpenAI's internal Codex. A person defines the task; coding agents implement it and respond to CI results; specialist agents review changes under risk-based routing. A…

Agent familyCodingCode reviewCI triageOps

Infrastructure

Notion · Custom Agents

Custom Agents is Notion's platform for building agents in a Notion workspace, and Notion ships it internally first. Staff in IT ticketing, supply chain procurement, and recruiting build their own…

SupportFinance opsRecruitmentSecurityIn depth

Y Combinator · Internal agent infrastructure

Y Combinator built its own agent harness and infrastructure, led by partner Pete Koomen. It is an agent loop over a shared tool registry, now over 350 tools, including one that runs read-only SQL…

CodingOpsIn depth

Brex · Internal Agent Platform

Brex built a Retool-based platform where operations staff build, test and deploy agents for KYC, disputes, quality assurance and collections. Its systems engineering team maintains the builder; human…

Finance opsSupportCustomer success
Know an internal agent?

Send a public write-up, talk, or post about a company's internal agent, or tell us what to fix in an entry. Pull requests are welcome.