AI Control Plane
Unified LLM Interface, Prompt
Optimization & Monetization
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A single platform to govern, optimize, and monetize AI
Unified LLM Access and Control
Standardize access and control to over 1,500+ LLM Models and Rates.
One API for Any Model
Simplify AI model integration with a single, standardized interface for models across multiple providers.
Model Access & Fallbacks
Built-in AI Gateway automates retries and fallbacks. When a request fails, the gateway automatically retries or redirects to another target.
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LLM Model Rates & Metrics
Track LLM & MCP server traffic and metrics. And with built-in models and rates catalog, allocate costs and savings to map your org structure
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Optimization and Cost Control
Optimize prompts with Intelligent Model Router. Track costs with FinOps level detail.
Intelligent Model Router
Ultra low-latency runtime optimizer automatically predicts which model while maximizing accuracy and optimizing cost. Fully configurable with list of models and selection criteria.
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Per-unit Costs & Roll ups
Per-unit costs expose AI spend at the most granular level. This enables true unit economics and optimization across models, prompts, and routing.
Budgets, Cost Guards & Showbacks
Eliminate overage surprises. Set limits and receive real-time alerts and notifications. Proactively formulate budgets and forecast and tie AI spend to business value.
Monetization
Make billing part of your product experience.
Realtime Usage Metering
Meter any resource - Infra, AI, LLM, MCP, or custom event. Our APIs manage idempotency, deduplication, back fills, and automatically aggregates usage precisely. It also provides flexible usage attribution of events and line items to billable customers.
Build Any Pricing Plan
Centrally define and manage different plans, features, discounts, and entitlements. Build any pricing model such as PAYG, fixed with overages, prepaid credits with draw-down, true ups, and more.
Automate Invoice & Billing
Turn AI usage into billable revenue with automated, usage-based invoicing. Meter, rate, and bill AI Factory, GPU, LLM, MCP consumption in real time with integrated billing portal.
“With real-time metering and visibility across every service, we now make pricing and usage decisions with complete confidence. The flexibility and accuracy of Amberflo’s platform align perfectly with the scale and data-driven nature of Firebolt’s infrastructure.”
"We needed to govern and track Al & 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 Al Governance and Control platform. Amberflo platform was the most comprehensive and integrated."
"Solving the Al-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 Al/LLMs. We found Amberflo's Metering Service to be full-featured, turn key, very cost effective, and ahead of the pack."
