AI Platform Portfolio Artifact

Agent Reliability Console

Eval Pass Rate -- last 36 cases
Flagged Runs -- needs review
P95 Latency -- agent runs
Projected Spend -- this month

Run Trace

Production Agent Runs

Run Workflow Status Latency Cost

Eval Suite

Regression Cases

Quality Gates

Failure Taxonomy

    Case Workflow Rubric Severity Launch Gate Result Latency Cost

    Human Review

    Flagged Outputs

    -- open

    Reviewer Quality

      Queue Aging

      Reusable Signal

        Enterprise Controls

        Workspace Policy

        Audit logging on

        Policy Profile

          Budget Limit

          $8,500 68% used

          Roles

          Audit Events

            Credential Governance

            Service Accounts And Scoped Keys

            Production ownership
            Service Account Owner Environment Policy Scopes Rotation Status

            Audit Export

            High-Risk Action Evidence

            -- coverage

            Export Contract

            Sample Rows

              Developer API

              Agent Builder Primitives

              SDK-ready contract

              Production Path

                SDK Example

                Resource Endpoint Owner Required Fields SDK Helper Surface

                Structured Errors

                Production Gates

                Rate Limits

                Agent Enablement

                Reusable Skill Templates

                Docs + evals + guardrails
                Skill Use Case Inputs Guardrails Eval Gate Status

                Growth Instrumentation

                Activation Ladder

                API + internal platform

                Product-Qualified Signal

                Current stage
                A5: workflow meets target quality, latency, and cost
                Next action
                Invite workspace admin and configure production budget
                Expansion trigger
                Two eval-passing workflows in the same workspace

                Usage Economics

                Quality-Adjusted Spend

                Budget risk

                Model Comparison

                Cost, Quality, And Latency Tradeoff

                --
                Option Eval Pass P95 Latency Cost / Passing Run Retry Rate Projected Spend Decision

                Internal Platform Adoption

                Shared AI Use Cases

                Internal PMs and engineers

                I0-I7 Adoption Ladder

                Use-Case Readiness