Source: https://internal-agents.com/problems/company-data

# Answer questions about company data

These records have the Data work-domain tag. Compare how each system finds the correct data, how it checks its answers, and who can see the results.

## Agents

### [Sierra's Pinecone](https://internal-agents.com/agents/sierra-pinecone)

Pinecone is Sierra's shared agent interface for employee work. It routes requests to a model, harness, and environment, runs sessions on Agency, and connects to company systems through an MCP Gateway.

Agent · Coding · Code review · Support · Research · Data · Detailed

### [Replit's Manager agent (agent-of-agents)](https://internal-agents.com/agents/replit-manager-agent)

An internal agent-of-agents stack where every employee gets a manager agent that spawns multiple agents for verifiable work and escalates judgment to humans.

Agent · Coding · Code review · Support · Research · Data · Detailed

### [Airbnb's Datako](https://internal-agents.com/agents/airbnb-datako)

Datako is an internal data application that helps Airbnb employees query business data without knowing the relevant tables in advance.

Agent · Data

### [DoorDash's DataExplorer](https://internal-agents.com/agents/doordash-dataexplorer)

DataExplorer helps DoorDash employees explore internal data by selecting tables and generating grounded starter SQL.

Agent · Data

### [GitHub's Qubot](https://internal-agents.com/agents/github-qubot)

GitHub's internal data-analytics agent, powered by GitHub Copilot. Employees ask questions about the company data warehouse in plain language.

Agent · Data

### [Meta's Ranking Engineer Agent (REA)](https://internal-agents.com/agents/meta-rea)

Meta built the Ranking Engineer Agent (REA) to run machine learning experimentation for its ads ranking models. REA generates hypotheses from a historical experiment database and a deep ML research…

Agent · Data · Research

### [Plaid's AI Annotator](https://internal-agents.com/agents/plaid-ai-annotator)

Plaid's internal labeling agent for its own model training. AI Annotator automates large-scale labeling of anonymized transaction data, with targeted human validation when a product use case requires…

Agent · Data

### [Snap's Casper](https://internal-agents.com/agents/snap-casper)

Casper is Snap's fleet of remote coding agents. An engineer describes a task in a Slack DM, a channel mention, or the Agents Portal, and Casper starts a durable session in an isolated sandbox…

Agent family · Coding · Maintenance · On-call · Data

## Infrastructure

### [DoorDash's Analytics AI Marketplace](https://internal-agents.com/agents/doordash-ai-marketplace)

DoorDash’s analytics platform hosts agents and reporting workflows over internal data and operational knowledge.

Platform · Data

## Related lessons

- [The worker can stop. The work can continue.](https://internal-agents.com/lessons/work-can-continue)