Economic clarity for every AI decision.
Tokonomics helps businesses and developers measure cost, reduce token waste, improve efficiency, and make better decisions across models, workflows, and agents.
Modeled reduction across high-volume workflows
Usage mapped to teams, models, and agents
Faster model and workflow trade-off analysis
Executive AI Economics View
Q2 Optimization Snapshot
Models
18
Agents
46
Workflows
124
Spend by Decision Layer
$42.8k
Tokonomics Framework
A structured operating system for AI economics.
Connect technical usage to financial consequence with a repeatable framework for measurement, optimization, and governance.
Measure
Capture cost, tokens, latency, and business context across models, workflows, and agents.
Model
Compare AI usage patterns, identify economic leakage, and forecast scenario-level impact.
Optimize
Reduce waste with routing, prompt discipline, caching policy, and workflow-level controls.
Govern
Give finance, product, and engineering a shared operating layer for AI decision-making.
Business Types
Choose the right AI economics offering for your stage.
7 day baseline
Small Business
Lean AI cost clarity for owners, agencies, and small teams adopting AI tools quickly.
View offeringEmployee assessmentSample accountLive account21 day review
Medium Business
Department-level scorecards for teams scaling AI workflows across functions.
View offeringEmployee assessmentSample accountLive account45 day operating model
Enterprise
AI economics governance across vendors, agents, models, teams, and markets.
View offeringEmployee assessmentSample accountLive accountBusiness AI Audit
Find the economic signal inside AI usage.
The audit translates usage maturity into executive-ready scores across cost control, efficiency, and governance.
Assessment
AI Economics Baseline
Primary opportunity
Govern model choice by workflow value.
Tokonomics would prioritize unit-cost visibility, routing policy, and repeat-task compression before scaling agent volume.
Results Preview
Executive scorecards without the noise.
AI Cost Control
Strong visibility with room to tighten model routing.
Workflow Efficiency
Several repeated tasks can be compressed or cached.
Decision Governance
Procurement and product teams need shared scorecards.