Source: https://internal-agents.com/agents/airbnb-datako # Airbnb — Datako Datako is an internal data application that helps Airbnb employees query business data without knowing the relevant tables in advance. - Company: [Airbnb](https://internal-agents.com/organizations/airbnb) - Collection: Agents - Approach type: Agent - Deployment stage: Deployed - Autonomy: Unknown - Evidence strength: Detailed primary - Status: Internal - First reported year: 2026 - Work: Data - Invocation: Interactive - Entry reviewed: 2026-09-17 ## Purpose ### Summary Datako is an internal data application that helps Airbnb employees query business data without knowing the relevant tables in advance. Fact · Reported · Medium confidence · `airbnb-datako--summary` Confidence reason: A linked participant or independent source reports the claim. Evidence: - Supports · [1] [Beyond the CLI (DX podcast)](https://getdx.com/podcast/beyond-the-cli-agentic-ai-for-async-workloads-and-non-developers/) · Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK Representative workflow: employee question → business-data query. ## How it works ### Ask about data An employee asks a business-data question. Fact · Reported · Medium confidence · `airbnb-datako--primitives-0` Confidence reason: A linked participant or independent source reports the claim. Evidence: - Supports · [1] [Beyond the CLI (DX podcast)](https://getdx.com/podcast/beyond-the-cli-agentic-ai-for-async-workloads-and-non-developers/) · Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK ### Find relevant data The AirChat-based application locates relevant data and supports querying it. Fact · Reported · Medium confidence · `airbnb-datako--primitives-1` Confidence reason: A linked participant or independent source reports the claim. Evidence: - Supports · [1] [Beyond the CLI (DX podcast)](https://getdx.com/podcast/beyond-the-cli-agentic-ai-for-async-workloads-and-non-developers/) · Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK ## Where people stay involved - **employee question → business-data query** — Unknown · Level unknown **Unreported:** The source does not establish the required human review boundary. ### Supervision evidence #### Operating model assessment Unclassified for employee question → business-data query; human attention boundary: unknown. Inference · Catalog judgment · Unverified confidence · `airbnb-datako--operating-models-0` Confidence reason: The source describes Datako and its work, but does not establish whether a person must approve or inspect each successful output. Qualifications: - Observation date: 2026-06-22 Evidence: - Supports · [1] [Beyond the CLI (DX podcast)](https://getdx.com/podcast/beyond-the-cli-agentic-ai-for-async-workloads-and-non-developers/) · Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK ## Implementation details ### Harness AirChat SDK application built by the data-platform team. Fact · Reported · Medium confidence · `airbnb-datako--architecture-harness` Confidence reason: A linked participant or independent source reports the claim. Evidence: - Supports · [1] [Beyond the CLI (DX podcast)](https://getdx.com/podcast/beyond-the-cli-agentic-ai-for-async-workloads-and-non-developers/) · Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK ### Tool access Internal business-data queries; guardrails are reported without implementation detail. Fact · Reported · Medium confidence · `airbnb-datako--architecture-tool-access` Confidence reason: A linked participant or independent source reports the claim. Evidence: - Supports · [1] [Beyond the CLI (DX podcast)](https://getdx.com/podcast/beyond-the-cli-agentic-ai-for-async-workloads-and-non-developers/) · Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK ### Implementation coverage - **Model:** unreported — Not documented for this subject in the reviewed source. - **Harness:** reported - **Sandbox:** unreported — Not documented for this subject in the reviewed source. - **Tool access:** reported - **Knowledge:** unreported — Not documented for this subject in the reviewed source. - **Context management:** unreported — Not documented for this subject in the reviewed source. - **Credentials:** unreported — Not documented for this subject in the reviewed source. - **Interfaces:** unreported — Not documented for this subject in the reviewed source. **Unreported:** The reviewed source does not report a distinct validation process for this subject. ## Reported observations Observation: Adoption output · Reported measurement · Datako: Airbnb reports high hundreds of daily active users. ### Key observation Airbnb reports high hundreds of daily active users. Metric · Reported · Medium confidence · `airbnb-datako--key-metrics-0` Confidence reason: Self-reported by the source; no independent verification. Qualifications: - The source does not report the denominator of this figure. - Reported by: Airbnb - Scope: Datako: Airbnb reports high hundreds of daily active users. Evidence: - Supports · [1] [Beyond the CLI (DX podcast)](https://getdx.com/podcast/beyond-the-cli-agentic-ai-for-async-workloads-and-non-developers/) · Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK ## Lessons **Unreported:** The reviewed source does not document this for the named subject. ## Question coverage and scope - **purpose:** Reported - **workflow:** Reported - **human involvement:** Unreported — The source does not establish the required human review boundary. - **implementation:** Reported - **validation:** Unreported — The reviewed source does not report a distinct validation process for this subject. - **observations:** Reported - **lessons:** Unreported — The reviewed source does not document this for the named subject. ## Related reading - Built on: [Airbnb — Airchat (airchat-cli)](https://internal-agents.com/agents/airbnb-airchat) ## Sources 1. [Beyond the CLI (DX podcast)](https://getdx.com/podcast/beyond-the-cli-agentic-ai-for-async-workloads-and-non-developers/) - Podcast · Direct participant · Evidence - Original URL: - Published: 2026-06-22 · Accessed: 2026-08-13 · Last verified: 2026-08-31