Datako
- Company
- Airbnb
- Approach type
- Agent
- Work
- Data
- Human involvement
- Unknown
- Invocation
- Interactive
- Deployment stage
- Deployed
- Evidence strength
- Detailed primary
- Entry reviewed
Purpose
Datako is an internal data application that helps Airbnb employees query business data without knowing the relevant tables in advance.
How it works
Representative workflow: employee question → business-data query. Research details
An employee asks a business-data question.
The AirChat-based application locates relevant data and supports querying it.
Where people stay involved
Each scope pairs its normal attention boundary with supporting evidence. See the supervision definitions for the level mapping and limits.
Unreported: The source does not establish the required human review boundary.
employee question → business-data query
Unknown · Level unknown
Catalog interpretation: Unclassified for employee question → business-data query; human attention boundary: unknown.
Observed in 22 June 2026
Implementation details
- Model
- Not reportedNot documented for this subject in the reviewed source.
- Harness
- AirChat SDK application built by the data-platform team.
- Sandbox
- Not reportedNot documented for this subject in the reviewed source.
- Tool access
- Internal business-data queries; guardrails are reported without implementation detail.
- Knowledge
- Not reportedNot documented for this subject in the reviewed source.
- Context management
- Not reportedNot documented for this subject in the reviewed source.
- Credentials
- Not reportedNot documented for this subject in the reviewed source.
- Interfaces
- Not reportedNot documented for this subject in the reviewed source.
Validation and failure handling
Unreported: The reviewed source does not report a distinct validation process for this subject.
Reported observations
The catalog records what the sources report, with the scope and the denominator of every figure. A qualification below limits the figure it sits under.
Adoption output · Reported measurement · Datako: Airbnb reports high hundreds of daily active users.
Airbnb reports high hundreds of daily active users.
- Reported by
- Airbnb
- Scope
- Datako: Airbnb reports high hundreds of daily active users.
The source does not report the denominator of this figure.
Lessons
Unreported: The reviewed source does not document this for the named subject.
Sources and research details
Citations link to the original publisher. Each source also keeps a preserved copy in the repository, so a changed or removed page stays checkable.
- Beyond the CLI (DX podcast)https://getdx.com/podcast/beyond-the-cli-agentic-ai-for-async-workloads-and-non-developers/
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.
Research details for every claim on this page
- Summary
- Statement type
- Fact
- Provenance
- Reported
- Confidence
- Medium
- Confidence reason
- A linked participant or independent source reports the claim.
- SupportsBeyond the CLI (DX podcast)Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK
- Harness
- Statement type
- Fact
- Provenance
- Reported
- Confidence
- Medium
- Confidence reason
- A linked participant or independent source reports the claim.
- SupportsBeyond the CLI (DX podcast)Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK
- Tool access
- Statement type
- Fact
- Provenance
- Reported
- Confidence
- Medium
- Confidence reason
- A linked participant or independent source reports the claim.
- SupportsBeyond the CLI (DX podcast)Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK
- Ask about data
- Statement type
- Fact
- Provenance
- Reported
- Confidence
- Medium
- Confidence reason
- A linked participant or independent source reports the claim.
- SupportsBeyond the CLI (DX podcast)Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK
- Find relevant data
- Statement type
- Fact
- Provenance
- Reported
- Confidence
- Medium
- Confidence reason
- A linked participant or independent source reports the claim.
- SupportsBeyond the CLI (DX podcast)Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK
- Key observation
- Statement type
- Metric
- Provenance
- Reported
- Confidence
- Medium
- Confidence reason
- Self-reported by the source; no independent verification.
- Reported by
- Airbnb
- Scope
- Datako: Airbnb reports high hundreds of daily active users.
- Denominator
- Not reported
- Method
- Not reported
- Observation date
- Not reported
- SupportsBeyond the CLI (DX podcast)Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK
- Operating model assessment
- Statement type
- Inference
- Provenance
- Catalog judgment
- Confidence
- Unverified
- Confidence reason
- The source describes Datako and its work, but does not establish whether a person must approve or inspect each successful output.
- Observation date
- 2026-06-22
- SupportsBeyond the CLI (DX podcast)Transcript 15:39 and 30:18: internal data-query application and Datako on AirChat SDK