The AI Governance & Cost Control Platform
Amberflo unifies access control, metering, governance, budgets, and chargebacks into one real-time control plane.
Client AI Applications & Agents
Amberflo AI Governance & Control
AI Gateway
LLMs
Usage & Cost Tracking
Models & Rate Catalog
Control & Compliance
Cost Guards
Notifications
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AI Gateway + Observability + FinOps
Use built-in AI Gateway, or connect with your own.
- Connect multiple AI Gateways into one control plane.
- Native compatibility with LiteLLM, Bitfrost, Apigee & more .
- Real-time tracking for usage, tokens, cost, and performance.
- Centralize model governance, routing, and access rules.
- No instrumentation needed - plug in and start metering instantly.
Built-in LLM provider and model catalog and rates
- Unified catalog for 1,500+ models across all major providers.
- Out-of-the-box cost tables.
- Custom rates and overrides to match internal pricing or negotiated discounts.
- Normalize cost across regions, providers, and GPU types.
- Map (model + tokens_in + tokens_out) → fully computed cost automatically.
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Allocate AI spend accurately across teams and business units.
- Automatic cost allocation using tags, users, teams, or projects.
- Real-time chargeback reports for Finance, Engineering & Product.
- Replace spreadsheets with automated rules and reconciliation.
- Support for internal showback, chargeback, and P&L-level accounting.
- Tie AI usage to business outcomes with customer/team economics.
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Prevent surprise and cost overruns with proactive guardrails.
- Set budgets at model, team, environment, or customer level.
- Trigger alerts at 50%, 80%, 100% spend thresholds automatically.
- Enforce rate limits or cutoffs before costs run away.
- Track real-time progress vs. budget with live dashboards.
- Protect both internal users and customer-facing AI features.
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Turn AI usage into revenue with metered billing
- Meter every customer’s AI usage automatically in real time.
- Create usage-based pricing plans with per-model or per-request rates.
- Generate accurate invoices with full breakdown by model, tokens, or feature.
- Support hybrid plans—fixed, usage-based, or tiered.
- Integrate billing into your SaaS product with minimal engineering lift.
Built for Every Team Driving AI Adoption
Whether you’re deploying, operating, or monetizing AI, Amberflo gives each team the insight and control they need.
Govern proliferation of models and providers
Leaders responsible for AI adoption need a unified framework for models, spend, access, and compliance.
Amberflo standardizes how AI is rolled out across the enterprise—across every team, gateway, and provider—ensuring consistency, accountability, and responsible scale.
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Optimize model usage and eliminate waste
Engineering teams get real-time visibility into model usage, tokens, latency, and cost across LiteLLM, Cloudflare, and other gateways. Amberflo provides guardrails, rate limits, and spend alerts—empowering engineers to experiment quickly without unexpected cost spikes.
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Get accurate LLM
cost attribution
Finance and FinOps teams gain clean, deterministic cost data across 100+ models and multiple providers. Amberflo computes LLM costs using unified price tables and attribution rules—eliminating spreadsheets, manual reconciliations, and spend blind spots.
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Launch AI features with real-time economics
Product teams get a clear view of unit economics—cost per customer, cost per request, and cost per model. With Amberflo, they can price features accurately, forecast usage, run experiments safely, and ship AI capabilities with confidence.
What You Gain With Amberflo
“Our metering and billing needs cover a broad set of requirements. Real-time metering of cloud resources and custom pricing plans with private offers via cloud marketplaces. We chose Amberflo because it enables our finance teams to close books faster and product teams to delight customers with a modern, usage, and billing experience. ”
“We needed to govern and track AI & LLM usage and costs, and serve our customers with modern and hybrid pricing plans with credits, commitments, and true ups. We looked to find a next-gen AI Governance and Control platform. Amberflo platform was the most comprehensive and integrated.”
“Solving the AI-Era’s high-scale, real-time metering, token tracking, governance, and customer billing needs is a difficult problem to solve. The team at Amberflo has the right background and experience to solve it.”
“We set out to look for a full-featured yet decoupled Metering service that could meter in real-time any resource, including cloud and AI/LLMs. We found Amberflo’s Metering Service to be full-featured, turn key, very cost effective, and ahead of the pack.”
Get Started with Amberflo
See how Amberflo helps you track, control, optimize, and bill — all in one place, built to scale with your business.
AI Gateway
LLM Catalog & Rates
Dept Chargebacks
Budgets & Rate Limits
Billing & Monetization
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