What is Amberflo?

welcome to amberflo amberflo is an ai control plane with built in governance, optimization, and monetization we help teams standardize access to llms via a single api, track usage and costs at the workload level, optimize prompts, and monetize ai as organizations scale ai workloads, they face three fundamental challenges unified interface & control — providing a unified interface (single api) for llms and configurable access control are the starting point for a scalable ai framework optimization — optimimal model selection and fallbacks, prompt optimization, spend allocation with showbacks, budget enforcements are key to scale ai businesses monetization — accurately billing customers for ai driven services for ai native products, billing is part of the product experience amberflo addresses these challenges with a developer friendly, easy to setup and use, ai control plane 1 ai unified interface standardized llm access & control amberflo’s built in and fully configurable ai gateway provides a unified access layer for large language models and ai providers it acts as a centralized control plane between your applications and upstream ai services with the built in ai gateway, you can centralize access to llms across providers and environments track usage at the request level (tokens, latency, cost drivers) attribute usage to users, workloads, applications, or customers enforce guardrails such as quotas, limits, and access policies the gateway streams real time, high fidelity usage data into amberflo’s metering engine, forming the foundation for optimization and billing 2 ai optimization cost management and optimization amberflo brings finops grade cost management to ai workloads built for both engineering and finance teams, this pillar focuses on visibility, governance, and efficiency capabilities include intelligent model routing configurable cost guards and fallbacks real time ai cost tracking across models, providers, and workloads budgets and spend controls to prevent runaway usage showback and chargeback by workload, product, or customer this allows teams to scale ai responsibly — maximizing business value while maintaining financial discipline 3 ai monetization billing for ai powered apps and agents amberflo enables companies to monetize ai usage with precision whether you’re building an ai native product or adding ai features to an existing service, amberflo provides a full featured and fully configurable pricing, rating, invoicing, and billing engine with ai monetization, you can meter ai usage at customer, tenant, feature, or any custom dimension level define pricing models based on usage, tiers, bundles, and more integrate ai costs, markups, or custom defined items directly into customer invoices configure modern commercial terms (prepaid with drawdowns, true ups, payg, fixed with overage, and more generate on demand invocing and billing delight customers with integrated usage and billing portal (drop in ui widgets) this ensures revenue stays aligned with usage — even as models, pricing, and workloads evolve built for scale amberflo is designed for production environments where accuracy, performance, and flexibility matter it integrates seamlessly into modern ai stacks and supports rapid iteration as your ai strategy evolves whether you’re tracking internal ai usage , optimizing spend , or charging customers for ai powered experiences , amberflo provides the integrated platform that scales with your business