Data Analysis Agent
What the agent has to hold to answer a data question, write the monthly narrative and warn when something moves, shown at its optimal state.
Answer a data question
Write the monthly narrative
Watch for unexpected change
Compare and synthesize
Report capacity
Capabilities read context, they do not hold it.
Shared context layer
Change cadence
Agent memory
- This question or report — The data pulled, the method, the narrative, what was corrected.
Hive memory
- Approved definitions and saved views — Approved definitions and calculations, recurring questions turned into saved views, corrected narratives, thresholds for what counts as unexpected.
Operational state
- Analytics, ad platforms, and the work queue — Site and campaign analytics, ad platform performance, the Workfront project queue, capacity and utilization, research feeds as they arrive.
Organizational knowledge
- Metric definitions and the measurement plan — Metric definitions and the measurement plan, the reporting calendar, what each leader is accountable for, the rules for what may be compared and how.
Ontology
- One model shared across the agent fleet — Metrics and dimensions, campaigns and channels, service lines and markets, teams and roles, report types: one model shared with the other three agents.
Never copied: read the analytics where they live, write the narrative where the report goes. Classification per #5706-0567.
Systems of record and action
- Google AnalyticsSensitive
- BigQuerySensitive
- Salesforce Marketing CloudCompany
- Google AdsCompany
- WorkfrontSensitive
- NRC Market InsightsCompany
Governance
Tier: HighA2 — Human-reviewed, then published or sent broadly- Why this tier
- High tier: it reads analytics and the work queue, both Sensitive. Named approver per use.
- The ladder
- Answer a question, then draft the narrative, then raise an alert. It never acts on a campaign.
- Never
- No patient-level data in any read. Every number carries its definition and source; every narrative is checked by a person before it goes out.
- Audit
- Full audit. A named owner of the definitions.
Governed promotion: corrected definitions and narratives become the standard, monthly, owned.
Built by increment
One report first, the monthly narrative from exports already pulled.
Portable by construction
Definitions and saved views as plain versioned files.
Living
Every corrected narrative tightens a definition; a definition nobody owns produces numbers nobody trusts.