Early Access
Introducing

AI Usage Management
for your Enterprise Customers

Give your customers self-serve admin control over AI allowances, across any org hierarchies or product dimensions. Set limits and alerts, manage allocations and monitor AI consumption at scale.

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Your AI usage revenue is growing fast, but now your largest customers demand control.

AI usage is unpredictable. Unexpected spikes break your margins and your customers budget plans.
Your Enterprise customers demand control over how their AI budget is allocated, drawn down and consumed.
High cardinality product dimensions and complex org hierarchies make it hard to build, track and manage.
Without proper governance, every AI action - whether it’s a token, an outcome, or credits - risks burning budgets and leaking revenue.
Introducing

AI Usage Management

A fully customizable, always up-to-date, high cardinality governance experience - from your first user to your largest customer

Monitor Consumption: Credits, outcomes, features, or agent actionsConsumption Trends by TeamProduct Usage Distribution
Manage Allocations: Per-user, per-product, per-department budgetingResource HierarchyTop Consumers
Embedded admin experiences for visibility & controlAI-Powered InsightsEngineering
Set Alerts, limits, thresholds, auto-top-ups, and approvalsEnforcement Policy TypesCreate Alert Rule
Bring visibility and control where it matters: Inside the product. At the point of usage.

Built for AI companies. Delivered to your customers.

AI Usage Management is implemented by AI companies, so your enterprise customers can confidently control AI consumption, budgets, and risk.

For AI Companies

You implement

Protect margins

  • Protect margins and cost predictability
  • Prevent runaway AI usage and unbounded inference costs before they hit revenue.

Faster GTM & Competitive advantage

  • Unblock enterprise deals and expansions
  • Turn “we need usage controls” into a selling point, not a blocker.

Pricing freedom

  • Monetize any AI model with confidence
  • Credits, outcomes, agents, or hybrids - governed by one control layer.

Less ops load

  • Reduce support and manual exceptions
  • Automated limits and alerts replace ad-hoc overrides and fire drills.

Trust & scale

  • Build long-term enterprise trust
  • Governance turns AI from a risk into a durable capability.

For Your Enterprise Customers

They benefit

For Your Enterprise Customers

  • Control AI spend with confidence
  • Use AI freely without fear of surprise bills or internal budget blowups.

Easier approvals

  • Easier internal approvals
  • Finance, IT, and procurement get the guardrails they require.

Usage visibility

  • Clear visibility into what drives spend
  • See which teams, products, and features consume AI budget.

Self-serve governance

  • No more guesswork or shadow governance
  • Alerts, thresholds, and forecasts replace spreadsheets and tickets.

Confident adoption

  • Adopt more AI with less friction
  • Teams move faster knowing guardrails are always in place.

Whatever AI you’re monetizing, we’ve got it covered.

Use our Embedded UI or bring your own.Unlock fully Enterprise ready AI Budget and Spend management suite
inside your app - Today.

Unlimited control. Zero latency.

Stigg’s Control Plane offers scalable event-based usage metering, with cache-backed, low-latency usage limit enforcement, and real-time configuration propagation.

Trusted by the best in AI-first SaaS.

From scale-ups to public companies, leading teams use Stigg to ship monetization faster:

Ready to manage AI consumption at scale?

Request Access