Business & general services

Steps in this industry’s terms · 5 steps

1. 01

   Check available model services

   Input

   Internal task samples, candidate services and budget

   Output

   Callable services and sample configuration

   • AI endpoint management and testingService configuration and connectivity tests + response inspection
   • Provider capability diagnosticsCatalog and configuration cross-checks + callability explanations
2. 02

   Compare shared question samples

   Input

   Callable services and sample configuration

   Output

   Answer quality, error and cost records

   • Model comparison and shadow evaluationShared-sample model comparison + quality and cost records
   • Task-aware model routing and structured evaluationTask-tier fallback + fixture checks for structured results
3. 03

   Team reviews switch proposals

   Human review

   Input

   Answer quality, error and cost records

   Output

   Human-accepted routing draft

   Decided byAssigned reviewer or requesting user

   • Routing recommendation reviewReview stored recommendations + proposed policy conversion
4. 04

   Configure team primary and fallback

   Input

   Human-accepted routing draft

   Output

   Team routing and quota rules

   • Multi-protocol model routing, fallback and compatibilityRequest protocol normalization + compatible routing and fallback
   • Provider routing, key substitution and quotasCapability-based endpoint selection + shared quota control
5. 05

   Recheck samples after switching

   Human review

   Input

   Team routing and quota rules

   Output

   Acceptance evidence and retain decision

   Decided byAssigned reviewer or requesting user

   • Model comparison and shadow evaluationShared-sample model comparison + quality and cost records
   • AI endpoint management and testingService configuration and connectivity tests + response inspection

Steps in this industry’s terms · 4 steps

1. 01

   Check tool provenance and licenses

   Input

   Team tool list, access needs and license policy

   Output

   Signature and license review checklist

   • Signed plugin registry and trusted installationSigned extension registry + installation verification and revocation
   • Dependency license policy and metadata auditDependency metadata comparison + license rule review
2. 02

   Owner approves account scopes

   Human review

   Input

   Signature and license review checklist

   Output

   Approved tool connection scopes

   Decided byAssigned reviewer or requesting user

   • External connector OAuth, PKCE and encrypted session lifecycleScoped connection consent + credential refresh and revocation
   • Governed external tool and search adaptersSchema, permission and budget checks + evidenced tool calls
3. 03

   Install and register team tools

   Input

   Approved tool connection scopes

   Output

   Effective tool catalog and connection state

   • MCP, skill and extension capability runtimeExtension discovery and installation + effective tool catalog
   • MCP tool serving, schema dispatch and session transportAuthorized tool catalog serving + structured results
4. 04

   Accept trials and check rollback

   Human review

   Input

   Effective tool catalog and connection state

   Output

   Acceptance record and rollback procedure

   Decided byAssigned reviewer or requesting user

   • Plugin validation and rollback deploymentExtension package and configuration checks + release rollback
   • Signed plugin registry and trusted installationSigned extension registry + installation verification and revocation

Steps in this industry’s terms · 4 steps

1. 01

   Register internal service connections

   Input

   Internal service endpoints, interface contract and authorization

   Output

   Registered nodes and health state

   • Gateway fleet enrollment and healthService node registration + heartbeats and revocation
   • AI endpoint management and testingService configuration and connectivity tests + response inspection
2. 02

   Prepare team request configuration

   Input

   Registered nodes and health state

   Output

   Client and interface configuration for acceptance

   • Synchronous typed gateway Python SDKUnified request interface + typed responses and errors
   • Gateway plugins and configuration migrationPolicy extension loading + versioned config validation and rollback
3. 03

   Send business sample requests

   Input

   Client and interface configuration for acceptance

   Output

   Business responses and typed errors

   • AI endpoint management and testingService configuration and connectivity tests + response inspection
   • Synchronous typed gateway Python SDKUnified request interface + typed responses and errors
4. 04

   Owner accepts or rolls back

   Human review

   Input

   Business responses and typed errors

   Output

   Confirmed integration version and release records

   Decided byAssigned reviewer or requesting user

   • Gateway plugins and configuration migrationPolicy extension loading + versioned config validation and rollback
   • Source workflow and deployment automationAuthorized development operations + deployment resource state

Steps in this industry’s terms · 4 steps

1. 01

   Record post-meeting spoken requests

   Input

   User-initiated recording, permitted calendar context and work request

   Output

   Recording, transcript events and session ID

   • Foreground voice recording and submissionUser-initiated recording + completed-clip conversation intake
   • Android assistant and creation studioMultimodal intake + conversation and artifact views
2. 02

   Add relevant calendar context

   Input

   Recording, transcript events and session ID

   Output

   Request draft with permitted context

   • Calendar, notification and device contextAuthorized calendar and device state + bounded context
   • Contextual streaming assistant with historyInput and retrieval chaining + streamed replies and session history
3. 03

   User confirms understanding

   Human review

   Input

   Request draft with permitted context

   Output

   User-confirmed work request

   Decided byAssigned reviewer or requesting user

   • Android assistant and creation studioMultimodal intake + conversation and artifact views
   • Cross-platform desktop agent workspaceProject and conversation navigation + artifact workbench
4. 04

   Reply and record handling

   Input

   User-confirmed work request

   Output

   Reply history and redacted error records

   • Contextual streaming assistant with historyInput and retrieval chaining + streamed replies and session history
   • Mobile crash reporting with privacy filteringCrash field redaction + normalized diagnostic records