Faster analysis
Agents summarize the cost story without forcing users to inspect raw tables.
Agent Intelligence
Run AI agents that explain, forecast, and optimize spend.
Cost intelligence, budget forecasting, and model optimization agents for AI operating teams.
Cost
Verified
Control
Verified
Savings
Verified
Live Workflow
Agent orchestration workflow
Online
1
Select agent type
Route requests to cost intelligence, budget forecast, or model optimizer agents.
2
Load context
Fetch usage, costs, model mix, budget, and organization metadata.
3
Validate output
Force agent results into strict contract schemas before saving or showing them.
4
Create recommendations
Persist actionable recommendations that can be approved, ignored, or escalated.
Problem
The operational gap
Dashboards show data. Agents turn that data into decisions, next actions, and prioritized interventions.
Outcomes
What this unlocks
Each page is designed to explain the product value before the backend is fully wired.
Safer recommendations
Output contracts reduce vague AI responses and keep recommendations structured.
Executive-ready insights
Turn cost anomalies and optimization paths into clear business actions.
Modules
Product modules
A complete surface area for marketing, trials, and progressive backend integration.
Cost Intelligence Agent
Builds an executive summary, cost breakdown, anomalies, and action plan.
Budget Forecast Agent
Projects month-end spend and flags budget risk before overruns happen.
Model Optimizer Agent
Suggests cheaper model routes and estimates potential savings.
FAQ
Common questions
Short answers for buyers, operators, and early trial users.
Are all nine agents needed at launch?
No. Launch with cost intelligence, budget forecast, and model optimizer first.
Can agents run asynchronously?
Yes. Agent runs can be queued, processed in workers, validated, and persisted.
Start now
Turn AI spend into a clear action plan.
Launch the web surface first. Connect real usage, billing, and automation in controlled batches after prospects can understand and try the product.