specification: FinOps Framework
specificationVersion: '1.0'
schema: https://www.finops.org/framework/
provider: Ragie
providerId: ragie-ai
created: '2026-06-20'
modified: '2026-06-20'
reconciled: true
tags:
- AI
- RAG
- Retrieval
- Vector Search
- Document Ingestion
- FinOps
- Cost Management
- FOCUS
description: >-
  FinOps view of Ragie spend. Ragie bills a monthly subscription per plan that
  includes a fixed allotment of processed pages and retrievals, then meters
  overages: per-page processing (Fast vs Hi-res), per-page-per-month storage
  and search, and per-minute audio/video processing. Overages draw from prepaid
  credits with a configurable monthly spending cap.
notes: >-
  Per-page and per-minute rates are subject to change; verify against the Ragie
  pricing page during reconciliation.
sources:
- https://www.ragie.ai/pricing
- https://docs.ragie.ai
- https://focus.finops.org/focus-specification/v1-3/
alignedWith:
  framework: FinOps Foundation Framework
  frameworkUrl: https://www.finops.org/framework/
  dataSpec: FOCUS
  dataSpecVersion: '1.3'
  dataSpecUrl: https://focus.finops.org/focus-specification/v1-3/
publisherName: Ragie
serviceCategory: AI and Machine Learning
billingModel:
  pricingCategory: Subscription-Plus-Usage
  billingFrequency: Monthly
  billingCurrency: USD
  chargeCategories:
  - Purchase
  - Usage
  - Adjustment
focusColumns:
  ServiceName: Ragie
  ServiceCategory: AI and Machine Learning
  ProviderName: Ragie
  PublisherName: Ragie
  InvoiceIssuerName: Ragie
  BillingCurrency: USD
  ChargeCategory: Usage
  PricingCategory: Subscription-Plus-Usage
meters:
- name: subscription
  description: Monthly plan fee (Starter $100, Pro $500) including a page/retrieval allotment.
  unit: month
  aggregation: sum
  dimensions:
  - account
  - plan
- name: pages_processed
  description: Pages processed during document ingestion, billed per page beyond the plan allotment (Fast vs Hi-res).
  unit: pages
  aggregation: sum
  dimensions:
  - account
  - partition
  - mode
- name: pages_stored
  description: Pages stored and searchable, billed per page per month.
  unit: pages
  aggregation: sum
  dimensions:
  - account
  - partition
- name: retrievals
  description: Retrieval requests; metered against the plan allotment (unlimited on paid plans).
  unit: requests
  aggregation: sum
  dimensions:
  - account
  - partition
- name: audio_minutes
  description: Audio minutes processed, billed per minute.
  unit: minutes
  aggregation: sum
  dimensions:
  - account
  - partition
- name: video_minutes
  description: Video minutes processed, billed per minute.
  unit: minutes
  aggregation: sum
  dimensions:
  - account
  - partition
principles:
- name: Visibility
  description: Pull Ragie usage from the dashboard; inspect page processing, storage, and retrieval burn per partition.
- name: Allocation
  description: Tag workloads with partitions; map per-partition page and storage usage to internal cost centers.
- name: Optimization
  description: Use Fast mode over Hi-res when extraction fidelity allows; set connection and partition page limits; prune stale documents to cut storage.
- name: Accountability
  description: Set a monthly credit spending cap; assign partition owners; review page and storage spend monthly against budget.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com