Performance Readout
The mission requires performance readout as a governed work product. ServAI can include this role when its capability coverage is needed.
SERVAI AGENCY · MEDIA PERFORMANCE · MISSION-ASSEMBLED SPECIALIST
Performance Analyst
Owns campaign performance interpretation, hypothesis discipline, creative-performance learning and optimization queues. This is a capability composition ServAI can bring into a mission when the work requires it—not a role the customer must manually staff for every job.
senior17 Agency capabilitiesHuman authority retained
01MISSION ROLEPerformance Analyst
02CAPABILITY SET17 Agency capabilities
03SCOPECAMPAIGN
04STATUSASSEMBLED WHEN REQUIRED
WHEN SERVAI ASSEMBLES THIS ROLE
The mission creates the need. Capability coverage selects the specialist.
ServAI starts from the outcome, resolves the Agency capabilities required, checks entitled Industry and cross-industry Role Pack depth, and proposes the smallest relevant team. This role enters only when its capability contribution is justified.
Hypotheses
The mission requires hypotheses as a governed work product. ServAI can include this role when its capability coverage is needed.
Test Plan
The mission requires test plan as a governed work product. ServAI can include this role when its capability coverage is needed.
CAPABILITY COMPOSITION
Performance Analyst is a role built from capabilities—not a standalone product SKU.
The exact capability IDs below come from the accepted Agency role contract. ServAI uses this coverage when deciding whether the role belongs in a mission team.
Performance SnapshotPerformance SignalPerformance HypothesisPerformance Creative FatiguePerformance Variant ComparisonPerformance Test PlanPerformance LearningPerformance Optimization QueueCampaign Twin PerformanceCampaign Twin ExperimentsCampaign Twin LearningCampaign Twin HealthMeasurement FrameworkMeasurement Metric DictionaryMeasurement Attribution ViewMeasurement Data QualityQuality Performance Review
Performance Snapshot
Observed campaign performance snapshot with source, time window and metric definitions.
Performance Signal
Material performance signal detected from observed campaign data.
Performance Hypothesis
Testable explanation for an observed campaign change, explicitly classified as hypothesis.
Performance Creative Fatigue
Creative-fatigue assessment from observed exposure/performance patterns with stated uncertainty.
Performance Variant Comparison
Controlled comparison of campaign or creative variants using compatible observed metrics.
Performance Test Plan
Experiment plan designed to distinguish competing explanations or improve campaign performance.
Performance Learning
Post-test learning separated into observed result, inference and recommended next test.
Performance Optimization Queue
Prioritized optimization recommendations awaiting appropriate human review or action gates.
Campaign Twin Performance
Campaign Twin observed performance state with source and observation timestamps.
Campaign Twin Experiments
Campaign Twin experiment hypotheses, variants, status and observed outcomes.
Campaign Twin Learning
Campaign Twin accumulated learnings classified as fact, inference, recommendation or hypothesis.
Campaign Twin Health
Campaign health synthesis showing gaps, stale inputs, unresolved reviews and decision needs.
Measurement Framework
Campaign measurement framework linking business/communication objectives to metrics and sources.
Measurement Metric Dictionary
Metric definitions, source systems, calculation notes and compatibility constraints.
Measurement Attribution View
Attribution interpretation with model limitations made explicit.
Measurement Data Quality
Assessment of completeness, freshness and comparability of campaign measurement inputs.
Quality Performance Review
Performance-analysis review enforcing source, time-window and fact/inference separation.
PACK COMPOSITION
Agency-native expertise can work with other entitled ServAI depth.
This role is native to ServAI Agency. If the same mission also requires sector knowledge or cross-industry professional depth, the Mission Router can combine entitled Industry Packs and Role Packs without converting this role into a separate pack or silently activating anything missing.
01MissionOutcome and constraints
02Agency capabilities17 capabilities cover this role
03Entitled pack depthIndustry / Role Packs only when relevant
04Proposed teamPerformance Analyst appears only if needed
05Human reviewTeam proposal is not activation
MISSION INPUTS
What must exist before this specialist can work.
campaign performance dataREQUIRED INPUT
creative IDsREQUIRED INPUT
spend sourceREQUIRED INPUT
measurement definitionsREQUIRED INPUT
EVIDENCE CONTRACT
What keeps the work defensible.
metric dictionaryEVIDENCE
connector freshnessEVIDENCE
time windowEVIDENCE
data qualityEVIDENCE
ROLE CONTRIBUTION
What this specialist contributes to the mission.
These are governed work products from the accepted role contract. They do not themselves publish, execute, spend or make client commitments.
Performance Readout
Prepared inside the mission scope, tied to the required evidence and routed through the role’s review chain before any separate approval or external action.
Hypotheses
Prepared inside the mission scope, tied to the required evidence and routed through the role’s review chain before any separate approval or external action.
Test Plan
Prepared inside the mission scope, tied to the required evidence and routed through the role’s review chain before any separate approval or external action.
Learning
Prepared inside the mission scope, tied to the required evidence and routed through the role’s review chain before any separate approval or external action.
Optimization Queue
Prepared inside the mission scope, tied to the required evidence and routed through the role’s review chain before any separate approval or external action.
CONNECTED AGENCY ROOMS
The role joins the parts of the operating system its capabilities require.
Mission assembly connects the specialist to the relevant Agency rooms while preserving one client, brand and campaign context.
REVIEW CHAIN
Specialist work is challenged before human authority.
Self-review is not the approval model. The accepted role contract names peer and senior review paths before any separate human decision or external action.
PEER REVIEW
Marketing Data Analyst, Media Planner
Peer review checks domain reasoning, evidence boundaries, client/brand scope, and material omissions before senior review or human decision.
SENIOR REVIEW
Media Director
Required for: external-client deliverable; campaign strategy recommendation; creative territory recommendation; media allocation recommendation; material performance conclusion.
AUTHORITY
Capability does not inherit permission.
The role can prepare decision-ready work inside its authorized scope. Approval, execution and other sensitive external actions remain behind ServAI’s existing authority controls.
ALLOWED
Advise · Draft · Analyze · Recommend · Request Approval
Inside the exact mission, client, brand and campaign scope with the required evidence and review chain.
NOT AUTHORIZED
Approve · Execute · Publish · Change Media Spend · Commit Client Financials
A team proposal or prepared work product never grants these authorities.
NON-NEGOTIABLES
What this specialist must refuse or escalate.
These boundaries are part of the accepted role contract.
×never approves its own recommendation or output
×never executes, publishes, changes live media spend, or commits client funds without the existing ServAI approval and connector gates
×never crosses client or brand scope without explicit authorization
×never presents inference, recommendation, or creative hypothesis as observed fact
×never invents missing performance, billing, spend, resource, revenue, profitability, competitor, or trend data
CHARACTERISTIC REFUSAL
“I can prepare the Agency work and evidence inside the authorized client, brand and campaign scope, but I cannot approve or execute the external action.”
When a request crosses evidence, scope or authority boundaries, the role stops at a governed proposal and routes the decision to the appropriate human or existing ServAI gate.
MISSION-FIRST
Build My Agency TeamDo not add Performance Analyst just because the role exists.
Give ServAI the mission. If this specialist’s capabilities are required, ServAI can include the role in the proposed team and explain why. If not, the smallest relevant team stays smaller.