Guild ControlPlane · Control Tower

GUEST

Prototype environment — all costs, events, users, and outcomes are simulated.

Architecture & Execution

Architecture & Execution

The layered pipeline, live data-retrieval workflow, and process-flow scenario traces — the technical blueprint and its execution.

Data Retrieval & Workflow Execution

watsonx Orchestrate → Box MCP Server · live technical visualization

0.0s
1
User Query
2
Governance Check
3
Orchestration
4
OAuth + Permissions
5
Content Search
6
Data Retrieval
7
Result Synthesis
8
Cost + Evidence

Ready to run

Press Run or the spacebar to execute the full data retrieval workflow with live technical visualization.

Execution Log

IDLE

Logs appear here as the workflow executes.

Sequence Diagram

UML-style message flow across platform actors

👤FA🛡️APIM⚖️Governance🎼watsonx🔌Box📦Box🗄️Unity🧠Claude📡OpenTelemetry💰Cost🔒Evidence1. User Query12. Governance Check23. Orchestration34. OAuth + Permissions4Content Search56. Data Retrieval6Result Synthesis78. Cost + Evidence8

Architecture Layers

Platform stack — active layer highlighted during execution

1

User / Client

Teams UIFA Portal
2

API Gateway

APIMOAuth2Rate LimitTLS
3

Governance

Agent365Policy EngineHITL Gate
4

Orchestration

watsonx OrchestrateTool Planner
5

MCP Integration

Box MCP ServerMCP Protocol
6

Data & Content

Box ContentUnity CatalogGold Tables
7

LLM Runtime

Claude Sonnet 4Haiku 4.5
8

Observability & Cost

OpenTelemetryCost EngineEvidence Store

Execution Timeline

Gantt-style duration view · total 7.0s

0s3.5s7.0s
1User Query
0.3s
2Governance Check
0.8s
3Orchestration
0.6s
4OAuth + Permissions
0.4s
5Content Search
0.9s
6Data Retrieval
0.7s
7Result Synthesis
2.8s
8Cost + Evidence
0.5s

Data Flow Diagram

Data movement between services · token counts per edge

612 tok120 tok840 tok960 tok1,850 tok1,727 tok👤FA🛡️APIM⚖️Governance🎼watsonx🔌Box📦Box🗄️Unity🧠Claude📡OpenTelemetry💰Cost🔒Evidence

Token Usage per Step

Input vs output tokens across the workflow

User QueryGovernance CheckOrchestrationOAuth + PermissionsContent SearchData RetrievalResult SynthesisCost + Evidence0900180027003600

Token Split & Cost

4,789 total tokens

Input Tokens2,942
Output Tokens1,847
Total Cost$0.019

Cost Attribution per Step

USD per step · attributable to Wealth Mgmt / FA Insights

User QueryGovernance CheckOrchestrationOAuth + PermissionsContent SearchData RetrievalResult SynthesisCost + Evidence$0.000$0.003$0.006$0.009$0.012

Governance Gate

12-point Agent365 control evaluation

IDLE
AI-GOV-001 Agent registration
AI-GOV-002 Risk tier validated
AI-GOV-003 Data scope — Gold
AI-GOV-004 OBO row filter
AI-GOV-005 Column masking
AI-GOV-006 Tool allowlist
AI-GOV-007 Model allowlist
AI-GOV-008 Rate limit
AI-GOV-009 Audit logging
AI-GOV-010 HITL gate
AI-GOV-011 PII detection
AI-GOV-012 Evidence seal
0/12 controlsPENDING

Cumulative Cost

Spend accumulation across the workflow

$0.019
S1S2S3S4S5S6S7S8$0.000$0.005$0.010$0.015$0.020
StatusIDLE
Steps0/8
Latency7.0s
Tokens—
Cost—
Log Entries0
Guild Systems

Guild ControlPlane

ControlPlane — AI Enterprise Governance & Intelligence System

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Each client is a self-contained simulation context with independently seeded data, spend patterns, and governance rates.