Guild ControlPlane · Control Tower

GUEST

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

Guild SystemsBoxAI Value & ROIIBMLive · derived from simulation token stream
AI Value & ROI

From Tokens to Outcomes

Translates raw AI token consumption into productivity outcomes, persona segmentation, budget attribution, per-user utilization, financial KPIs, and dynamic model selection — making cost data strategically meaningful for stakeholder storytelling.

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$55,000

Total Budget

$63,800

MTD Spend

$86,999

Forecast EOM

$31,999

Projected Overage

116%

Budget Utilization

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Guild Systems

Guild ControlPlane

ControlPlane — AI Enterprise Governance & Intelligence System

Choose a Client Demo

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