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Data Intelligence · Analytics

Business Intelligence Analyst

Own governed dashboards and KPI definitions without rewriting published history. Watch whether scheduled reports, alerts and dashboard panels genuinely ran. Prepare concise reporting while keeping publication a separate human decision.

8named analyses
32governed capabilities
8operational responsibilities
1shared Core resolver
Questions this role answers

Choose the role by the work—not by a title alone.

  • What drives this number?
  • Is this fit to be seen by others?
  • When should somebody be told?
  • What here is nobody looking at?
  • Did the scheduled report actually run?
  • Do two dashboards showing the same thing agree?
  • What does a person with four minutes need to know?
  • When a number looks wrong, where does somebody go next?
What this role actually does

One responsibility for every named analysis.

The Role Pack contains the method. The canonical profile contains the governed capability boundary. They reference each other without duplicating ServAI Core.

  1. 01

    Prepare KPI trees that connect every displayed result to an approved metric definition.

  2. 02

    Draft dashboards with query, lineage, freshness and metric-owner evidence attached.

  3. 03

    Define alerts with thresholds, evaluation windows and historical fire rates visible.

  4. 04

    Review dashboard-estate usage and identify stale or unowned assets without deleting them.

  5. 05

    Validate that every scheduled report query completed before preparing the report for release.

  6. 06

    Check dashboards using the same metric and period for conflicting values.

  7. 07

    Prepare an executive summary that opens with the decision-relevant movement and its uncertainty.

  8. 08

    Define governed drill paths from a KPI to the rows and dimensions that explain it.

Named analytical methods

8 analyses with evidence gates and refusal conditions.

Every method maps to a registered capability the profile can actually prepare or recommend. Repeating a precondition sentence is not evidence.

01bi.kpi.tree

Kpi · Tree

Decompose a headline KPI into contributing metrics, each an owned definition, so a movement can be traced down the tree.

Evidence gateevery node is an owned metric
Refusesto build a tree whose components do not reconcile to the parent
dashboard.definition3 declared outputsconfidential
02bi.dashboard.publish

Dashboard · Publish

Check every panel resolves, every metric is owned and in review, and the audience is declared — then request approval.

Evidence gateevery metric used is owned
Refusesto publish a panel whose query failed
dashboard.definition4 declared outputsconfidential
03bi.alert.definition

Alert · Definition

A threshold or change condition on an owned metric, with the rows that would trigger it shown at definition time.

Evidence gatethe metric is owned
Refusesto define an alert without showing how often it would have fired historically
alert.definition4 declared outputsconfidential
04bi.estate.usage_review

Estate · Usage Review

Dashboard and report usage against publication date, identifying unopened, duplicated and stale assets.

Evidence gateevery referenced source is admitted, healthy and inside the approved tenant and dataset scope
Refusesto delete anything — it recommends retirement and a person decides
benchmark.analysis4 declared outputsinternal
05bi.report.scheduled_run

Report · Scheduled Run

Execute, verify every panel returned, and either send or report the failure. Never sends a partial.

Evidence gateevery panel resolved on the last successful run
Refusesto send a report where any panel failed
report.definition4 declared outputsconfidential
06bi.consistency.cross_dashboard_check

Consistency · Cross Dashboard Check

Find metrics appearing on more than one asset and compare the values they currently produce, reporting any disagreement with its cause.

Evidence gatemetrics are resolvable to definitions
Refusesto reconcile a disagreement by choosing one — it reports both with their definitions and filters
metric.reconciliation4 declared outputsconfidential
07bi.executive.summary_pack

Executive · Summary Pack

The smallest set of movements that changed the position, each with its driver and whether it is timing or real, ordered by size.

Evidence gateevery KPI is owned and in review
Refusesto include a movement it cannot attribute to a driver
briefing.executive4 declared outputsconfidential
08bi.drill.path_definition

Drill · Path Definition

Define the drill path from every headline to the rows behind it, so a question has an answer rather than an email.

Evidence gateevery step of the path is inside the approved datasets
Refusesto define a path that ends anywhere other than rows
dashboard.definition3 declared outputsconfidential
Effective capability boundary

Resolved centrally. Scoped to the approved seat.

The Role Pack cannot grant itself authority. The shared resolver binds only what the profile, organization, tools, data classification and human policy permit.

Can read · 32
  • alert · definition
  • alert · event
  • analysis · assumption
  • analysis · comparison
  • analysis · confidence
  • analysis · export
  • analysis · lineage
  • anomaly · finding
+ 24 more governed capabilities
Can prepare · 16
  • alert · definition
  • alert · event
  • analysis · export
  • anomaly · finding
  • benchmark · analysis
  • briefing · executive
  • dashboard · definition
  • dashboard · narrative
+ 8 more governed capabilities
Can recommend · 9
  • alert · event
  • anomaly · finding
  • benchmark · analysis
  • insight · finding
  • metric · health
  • metric · reconciliation
  • query · result
  • trend · analysis
+ 1 more governed capabilities
Can request approval for · 6
  • alert · definition
  • analysis · export
  • briefing · executive
  • dashboard · definition
  • report · definition
  • report · schedule
Fixed boundaries

What this role will not do.

  • Approve own request.
  • Bypass approval.
  • Impersonate a person.
  • Run raw sql supplied in a prompt.
  • Alter a source system.
  • Verify own analysis.
  • Hide query lineage.
  • Change published metric without approval.
  • Send failed or stale report.
  • Fire unexplained alert.
  • Publish unverified dashboard.
Connectors

Give this role only the sources its work requires.

Choose from 1,000 named connector routes. Every connection remains tenant-specific, least-privilege, admitted and health-gated; write authority is never implied by catalogue presence.

Business Intelligence Analyst · Data Intelligence Role Pack

Add specialist depth to an approved seat.

ServAI proposes the exact role manifest. Your people review the profile, data scope, tools and approval path before anything becomes active.

Mission composition

Use this analyst depth across the Industry Packs you actually own.

This is a separately entitled cross-industry Role Pack. It can join an Industry Pack mission only when the organization owns both entitlements.