Amberflo
Amberflo is a cloud metering, usage-based billing, and AI cost management platform. It provides real-time event ingestion, customer billing automation, AI gateway capabilities, and FinOps visibility for API-driven and AI-powered businesses. The platform supports usage-based, token-based, seat-based, and outcome-based pricing models with automated invoicing and embeddable billing dashboards.
Reference-quality API operations across every facet — a rich contract, published governance, transparent operations, and machine-readable commercial terms.
API Evangelist profiles Amberflo the way a machine reads it — 101 machine-readable artifacts across 10 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Amberflo scores 75.7/100 (exemplar), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
How we profile Amberflo
Each block below is one kind of artifact we hold for Amberflo. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 10
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
Individual APIs this provider publishes, each with its own machine-readable definition.
Amberflo Cost Tracking API
The Amberflo Cost Tracking API provides AI and cloud cost management capabilities including cloud provider integrations, business unit management, cost allocation rules, budget ...
Amberflo AI Gateway API
The Amberflo AI Gateway provides a unified API for routing requests to 1,500+ LLM models with intelligent model routing, cost optimization, built-in fallbacks, and MCP server tr...
Amberflo Customers API
Manage customer accounts and lifecycle
Amberflo Event Ingestion API
Ingest meter events for usage tracking
Amberflo Filtering Rules API
Manage meter event filtering rules
Amberflo Invoices API
Retrieve customer invoices
Amberflo Meter Definitions API
Create, read, update, and delete meter definitions
Amberflo Prepaid Orders API
Manage customer prepaid credit orders
Amberflo Pricing Plans API
Manage pricing plans and customer plan assignments
Amberflo Usage Queries API
Query aggregated usage data and raw events
Scroll within the panel for all 10 ·
Arazzo Workflows 12
Real integrations are rarely a single call. Arazzo describes the multi-step sequences — auth, then create, then confirm — so both a human and an agent can follow the choreography, not just the endpoints.
Multi-step API workflows described with the Arazzo specification.
Amberflo Create Customer and Assign Plan
Create a customer account then assign a pricing plan to them.
ARAZZOAmberflo Create Meter and Ingest Event
Create a meter definition and immediately ingest a usage event against it.
ARAZZOAmberflo Discover Meter and Query Usage
List meter definitions then query aggregated usage for a selected meter.
ARAZZOAmberflo Ingest and Query Usage
Ingest a meter event for a customer then query aggregated usage for that meter.
ARAZZOAmberflo Launch Usage Based Product
Create a meter, onboard a customer, assign a plan, then ingest first usage.
ARAZZOAmberflo Meter Usage and Top Up Prepaid
Ingest a usage event for a customer then fund a prepaid credit top-up.
ARAZZOAmberflo Meter with Filtering Rule
Create a meter, attach a dimension filtering rule, then ingest an event.
ARAZZOAmberflo Offboard Customer If No Invoices
Look up a customer, check for invoices, and delete them only when none exist.
ARAZZOAmberflo Onboard Customer and Meter Usage
Create a customer, ingest a usage event for them, then query their aggregated usage.
ARAZZOAmberflo Provision Customer Billing
Create a customer, assign a pricing plan, then fund a prepaid credit order.
ARAZZOAmberflo Upsert Customer
Find a customer by ID and update it if it exists, otherwise create it.
ARAZZOScroll within the panel for all 12 ·
Pricing Plans 1
Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.
Published pricing tiers and plan structures.
Rate Limits 1
Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.
Documented rate limits and quota policies.
Amberflo Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.
Cost, billing, and metering signals for API financial operations.
Amberflo Finops
FINOPSFeatures 8
The notable capabilities this provider advertises, captured as structured features so they can be searched and compared instead of read one landing page at a time.
Notable capabilities this provider offers.
Real-Time Event Ingestion
Ingest millions to billions of high-cardinality usage events in real time with idempotency, deduplication, and automatic aggregation.
AI Cost Management
Unified LLM access and control across 1,500+ models with per-unit costs, rollups, budgets, Cost Guards, and margin analysis per customer.
AI Gateway and Model Routing
Single API for multiple LLM providers with intelligent cost optimization, automatic retries, fallbacks, and MCP server traffic monitoring.
Usage-Based Billing
Flexible billing models including usage-based, token-based, seat-based, fixed fee, and outcome-based pricing with multi-currency support and automated invoicing.
Embeddable Billing Dashboards
Customer-facing billing portals and dashboards via a React.js UI Kit with custom domain support and SSO integration.
Revenue Operations
Revenue recognition automation, RevRec ledger tracking, tax management, and integrations with Stripe and NetSuite.
Budget Management
Spending limits, threshold alerts, Cost Guards, and automated notifications for cloud and AI cost governance.
Chargeback and Showback
Chargeback rates, quotes, and invoices for internal cost allocation and showback reporting across business units.
Scroll within the panel for all 8 ·
Semantic Vocabularies 8
JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.
JSON-LD contexts and semantic vocabularies used across these APIs.
Scroll within the panel for all 8 ·
Spectral Rules 2
Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.
Amberflo API Rules
SPECTRALAmberflo API Rules
SPECTRALJSON Schema 14
Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.
Standalone JSON Schema definitions for this provider's data models.
Address
JSON SCHEMACustomerRequest
JSON SCHEMACustomer
JSON SCHEMAInvoice
JSON SCHEMAPrepaidOrderRequest
JSON SCHEMAPrepaidOrder
JSON SCHEMAPricingPlanAssignment
JSON SCHEMAFilteringRule
JSON SCHEMAMeterDefinitionRequest
JSON SCHEMAMeterDefinition
JSON SCHEMAMeterEvent
JSON SCHEMAUsageQueryRequest
JSON SCHEMAUsageQueryResponse
JSON SCHEMAUsageRecord
JSON SCHEMAScroll within the panel for all 14 ·
JSON Structure 14
JSON Structure captures the data shapes in a form built for tooling — a complement to JSON Schema that keeps the model machine-legible.
JSON Structure definitions describing this provider's data shapes.
Billing Address Structure
JSON STRUCTUREBilling Customer Request Structure
JSON STRUCTUREBilling Customer Structure
JSON STRUCTUREBilling Invoice Structure
JSON STRUCTUREBilling Prepaid Order Request Structure
JSON STRUCTUREBilling Prepaid Order Structure
JSON STRUCTUREBilling Pricing Plan Assignment Structure
JSON STRUCTUREMetering Filtering Rule Structure
JSON STRUCTUREMetering Meter Definition Request Structure
JSON STRUCTUREMetering Meter Definition Structure
JSON STRUCTUREMetering Meter Event Structure
JSON STRUCTUREMetering Usage Query Request Structure
JSON STRUCTUREMetering Usage Query Response Structure
JSON STRUCTUREMetering Usage Record Structure
JSON STRUCTUREScroll within the panel for all 14 ·
Examples 14
Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.
Example request and response payloads for these APIs.
Billing Address Example
EXAMPLEBilling Customer Example
EXAMPLEBilling Invoice Example
EXAMPLEMetering Meter Event Example
EXAMPLEScroll within the panel for all 14 ·
Security Posture 3
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Use Cases 6
What developers actually build with this provider — captured so the catalogue answers 'what is this for', not just 'what does this expose'.
What developers build with this provider.
API Monetization
Meter API usage and automatically bill customers based on calls, tokens, or custom events with flexible pricing models.
AI Cost Governance
Track and govern LLM spending across teams and customers with budgets, alerts, and per-customer cost attribution.
SaaS Billing Automation
Automate end-to-end billing for SaaS products with usage-based pricing plans, invoicing, and customer portals.
Cloud FinOps
Allocate and showback cloud costs to business units and customers using automated cost allocation rules and chargeback workflows.
Customer Cost Transparency
Provide customers with real-time visibility into their usage and costs via embedded dashboards and billing portals.
Usage Analytics and Reporting
Query and analyze usage data in real time with batch and sparse query modes, raw event queries, and revenue calculation analytics.
Integrations 6
Pre-built integrations with other platforms tell you where this provider already fits in a stack.
Pre-built integrations with other platforms and tools.
Stripe
Native integration with Stripe for payment processing and revenue operations workflows.
NetSuite
Integration with NetSuite for revenue recognition and financial reporting.
Kong
Official Kong plugin for metering API requests handled by Kong instances and monetizing APIs.
AWS SaaS Builder Toolkit
Integration with AWS SaaS Builder Toolkit for SaaS billing and metering best practices on AWS.
LiteLLM
Logging callback for LiteLLM to meter LLM usage and monitor AI costs.
AWS Lambda
Examples and utilities for metering AWS Lambda function invocations.
Resources
Every other property we hold for Amberflo — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 4
Portal, sign-up, and the first successful call
Documentation 2
Reference material describing how the API behaves
Agent Surfaces 2
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 14
Pagination, idempotency, versioning, errors, and events
Scroll within the panel for all 14 ·
Build 4
SDKs, sample code, and the tooling you integrate with
Access & Security 5
Authentication, authorization, and security posture
Commercial 3
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API
← All providers · Data indexed from github.com/api-evangelist/amberflo · machine-readable index on apis.io