SysOps AI Service Tier Catalog

AI Tiers

Governed view of the AI tiers SysOps teams can use across self-service, intake, operations, and leadership support without losing budget discipline, auditability, or human accountability.

Session requiredAuthenticated routes expect a real session token or cookie.API base: https://dev.sysopsai.net/api
AI Governance Layer

Match AI capability to business risk, service need, and cost discipline.

The AI tier catalog is now route-native in `apps/web`, making governed AI design part of the real product shell instead of only a demo artifact.

Audience: IT leadership, service owners, governanceUse: policy + budget + routing designConnected to: Request + Knowledge + Runbook + FinOps + Optimization
coverage
87%

Request volume addressable by standard tiers

budget guardrail
3

Tiers allowed for routine request handling

human owned
100%

Risk-bearing actions requiring human approval

specialist use
6%

Work expected to justify premium reasoning tiers

AI Tier Definitions

Service-oriented tiers, not vendor-branded model labels.

Policy-ready structure
TierCost / Speed ProfileBest FitGuardrail
Tier 1: Lightweight AssistLowest cost, highest throughput, shallow reasoningKnowledge lookups, form guidance, standard FAQ answers, request-field suggestionsNo policy interpretation, no priority changes, no unsourced answers
Tier 2: Standard Service CopilotLow-to-moderate cost, fast response, moderate reasoning depthRequest clarification, duplicate detection, triage summaries, draft status notesMay recommend but not decide routing, severity, or approvals
Tier 3: Governed AnalystModerate cost, slightly slower, stronger synthesis and comparisonRunbook step preparation, evidence comparison, problem clustering, change risk narrativesRequires approved sources, write-back logging, and human review before external impact
Tier 4: Specialist Operations AdvisorHigh cost, slower, deeper multi-step reasoning and expert-level analysisMajor incident support, vendor escalation packets, dependency-aware impact assessment, executive brief draftingUse only for higher-severity work, material service risk, or leadership-level synthesis
Tier 5: Restricted Premium SpecialistHighest cost, lowest routine volume, deepest domain and synthesis capabilityCross-portfolio scenario analysis, complex root-cause synthesis, high-stakes policy support, sensitive multi-source reasoningFormal approval required, restricted datasets only, no autonomous action of any kind

How The Platform Chooses A Tier

Routing should reflect service type, urgency, risk, sensitivity, and cost discipline.

Severity

Incident impact

Higher-severity incidents move upward from routine assistance to governed operational reasoning.

Category

Work class

Knowledge, intake, incident response, approvals, and leadership reporting should not use the same AI tier by default.

Risk

Decision exposure

If the output can affect service, access, policy, or public information, the routing model must shift to stricter guardrails.

Data

Sensitivity

Restricted sources and regulated data narrow both the eligible tier and the approved source set.

Budget

Cost efficiency

When work is routine and low-risk, the system should route down to the least expensive safe tier.