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AI Lens for Claude Enterprise

See Claude usage.Plan with clarity.

Monitor Claude Enterprise usage and spending, allocate department costs, set budget alerts, and manage team access.

  • Claude Enterprise
  • Claude Code
  • Cowork

Give the question “Is our AI investment working?” a basis in evidence.

Explore a time range

Choose a period to explore a synthetic cost trend.

Illustrative sample data
Total spend · USD$4,82930 days
2501250Day 1Day 30

Daily cost trend

From AI usage to informed decisions

The detail you need to manage organizational AI.

Know your daily spend.Before the bill arrives.

Review totals and daily trends, with the latest data timestamp.

Cost summaryUSD
Example spend · 30 days$4,860
Month startMonth end
Total spending and its trend together
Cost summary

Department costs.Without the spreadsheets.

Assign spending to business units and reduce manual consolidation for finance.

  • Organize departments with Groups
  • Configure Allocate costs rules
Department allocation$4,860
IT$2,527 · 52%
Sales$1,458 · 30%
HR$875 · 18%

Synthetic amounts illustrating allocation

Cost by group

See the threshold coming.Have time to respond.

Get a signal as spending approaches your threshold, with time to adjust.

  • Set budgets and alert thresholds
  • Check status in Overview
78%of sample budget
Illustrative alert threshold80%
78%100%

Compare spending with thresholds before reviewing plans

Budget & alerts

See who is active.Know who needs support.

Find opportunities for training and seat allocation from member activity.

  • Usage rankings and weekly active members
  • Identify members without activity
Weekly active members
24/ 32members · sample data
Active 24No activity 8
Users · Adoption

Chat, Code, or Cowork.Understand the work.

Compare services and models alongside the activity they support.

  • Usage by product and spend by model
  • PRs created in Code and sessions in Cowork
  • Review Tools & add-ons alongside usage
ChatConversation usage
Claude CodeExample PRs created: 18
CoworkExample sessions: 32

Bars illustrate usage; PR and session counts are not equivalent units.

Services & models

Access that fits each role.History you can review.

Match data access to responsibilities and keep history available for review.

  • Groups and Roles for your teams
  • Data connections for source setup
  • Review past data in Data & history
Groups & rolesOrganize by responsibility
ITManage members
FinanceReview costs
Team leadReview team usage
Data connectionsData & history

Illustrative responsibilities, not a predefined permission matrix

Access & audit

One view. Different team decisions.

Illustrative team questions, not customer testimonials.

Who uses Claude, and which services?

CIO · IT teams

CIO and IT

Review active members and Chat, Code and Cowork usage alongside your Groups and Roles.

What did we spend, and which department pays?

Finance

Finance

Use allocated department costs to discuss spending with budget owners and follow alert thresholds.

How is our team putting AI to work?

Team leads

Team leads

Review active members, Code PRs and Cowork sessions to identify training needs and follow adoption.

Get started in three steps

Setup guidance is available from eCloudvalley.

  1. Connect Claude Enterprise

    Set up Data connections for organizational usage and cost data.

    Data connections · Sync now
  2. Group users and allocate costs

    Configure Groups, Roles, and cost allocation rules around your organization.

    Groups · Roles · Allocate costs
  3. Review usage and set budgets

    Open Overview, choose a period, and configure budgets and alerts.

    Overview · Budget & alerts

Technical information

Data coverage
Intended audienceIT, finance, and business leaders using Claude Enterprise
Data sourceClaude Enterprise through Data connections, with Sync now
CurrencyCosts shown in USD
Time ranges3, 7, 30, 90 days, monthly, or custom

Frequently asked questions

AI Lens for Claude Enterprise

Put your Claude usagein perspective.

Talk to eCloudvalley about a demo and the usage views that fit your organization.

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