AI Margin Guard

Protect AI margin like an operator, not a bystander.

See where AI is leaking money, route waste away in real time, and give business owners a clear operating picture of cost, margin, and savings opportunities.

Open Executive Dashboard See Control Flow
Money protected Guardrails downgrade or block costly traffic before it burns margin.
Money at risk Find low-margin features, costly accounts, and avoidable premium-model usage.
Operator-led service Single-tenant deployment, customer-specific controls, and business review outputs.
Business outcome Translate raw usage into margin, savings, risk, and next actions.
Admin Access

Optional token for protected APIs

Dashboard is running in open local mode unless an admin token is configured.

System Design

From provider traffic to business-facing margin control

1. Capture every request

The proxy records provider, model, tokens, latency, environment, session, and customer context across AI traffic.

2. Tie usage to revenue

Request cost is enriched with contract value, feature pricing, plan logic, and account-level billing rules.

3. Detect leakage

The analytics layer surfaces budget pressure, low-margin workflows, risky customers, and avoidable premium model spend.

4. Intervene automatically

Controls can warn, downgrade, or block by feature, environment, request cost, and customer economics.

Executive Dashboard

What is happening to AI margin right now, and what should be done next?

Customer Review Copy

Reusable summary text

Premium Alerts

What is hurting margin or risking spend?

Top Savings Opportunities

Where the next money-saving action should happen

Budget Watchlist

Which customers are about to pressure spend ceilings

Automation Playbook

What the system should automate next to save money

Forecast

Projected month-end financial outcome

Leakage Snapshot

Money saved, money at risk, and cost drift

Customer Risk

Which accounts need intervention first?

Customer Risk Spend Ratio Margin Money At Risk Reason
Margin Timeline

Request-by-request profitability

Provider Routing

Where a cheaper model or provider can be used

Route Tier Current Cost Fallback Monthly Savings
Premium Model Waste

Where premium traffic is no longer justified

Customer Feature Model Reason Monthly Savings
Prompt Pattern Waste

Repeated expensive prompts that should be cached or templated

Customer Savings Plans

What to do next for each account to protect margin

Customer Risk Projected Spend Protected Recoverable Focus Next Action
Cost Spikes

Recent expensive events and incident-ready context

Feature Margin

Which workflows are profitable?

Feature Requests Cost Revenue Profit Margin
Customer P&L

Which accounts are healthy, and which are leaking?

Customer Requests Cost Revenue Profit Margin
Customer Controls

How each account is protected

Customer Spend Ceiling Margin Floor Request Ceiling Non-Prod Cache Target Fallback Route
Live Proxy

Operational readiness and connector posture

Decision Log

Recent enforcement outcomes

Time Customer Route Outcome
Recent Incidents

Audit and operational signal

Time Action Outcome
Policy Coverage

Controls that are actively protecting margin

Billing Truth

Contract-backed margin, thresholds, and billing posture by account

Customer Plan AI Cost Revenue Contract Spend Ratio Margin Floor Source