Financial infrastructure for software engineering

opsen prices every seat, licence, CI minute and agent token against the code your team ships. Every week, opsen removes the spend that ships nothing. You pay from the savings.

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Free audit. Read-only until you approve a change.

GitHub seats$8,652−$1,029

GitHub Copilot$7,402−$1,406

GitHub Actions$6,940−$799

Claude Code$11,206

Paid for, not used$3,234 a month

Engineering spend$34,200a month

Hover a source to follow its money.Swipe to follow the money.

Reads spend from

ActionsGitLabAzure DevOpsJiraConfluenceBitbucketJetBrainsCircleCI

Engineering became a variable cost.

Seats were a fixed price per person. Copilot, Actions and coding agents bill by use, and use grows with every engineer who leans on them.

2024202520262028

2024Seats were the billA fixed price per person, known in advance.

SeatsUsage

2025Copilot bills by usagePremium requests and AI credits, billed by the token.

SeatsUsageSource

2026Usage passes seatsAgents report what each engineer spends, per day.

SeatsUsageSource

2028Every pull request has a priceSeat time, CI minutes and agent spend, per change. opsen measures it and takes out what nobody uses.

SeatsUsage

Every saving, one approval away.

46%of the software licences the average company pays for go unused.

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Aacme Search engineers, repositories, pull requests⌘K Last 12 months

Engineering spend

Synced 4 min ago

Engineering spend$34,200+8.2% vs Sep

Paid for, not used$3,2349.5% of spend

Per paid seat$83.01412 GitHub seats

Per pull request$18.401,859 merged

Spend by sourceGitHub seatsCopilotActionsClaude Code

DecFebAprJunAugOct

Findings$3,234 a month

Copilot seats unused 30 days74 seats$1,406

Runs made obsolete by a newer push9 workflows$611

Seats with no activity in 90 days38 members$798

Invitations holding a seat11 invites$231

Ledger

Line, OctoberMonthNot used

GitHub Enterprise412 seats at $21 list$8,652$1,029 unused

Copilot Business298 seats at $19 list$5,662$1,406 unused

Copilot premium requestsBilled per request over the allowance$1,740

Actions, Linux runnersBilled per minute$4,210$611 unused

Actions, larger runners8 and 16 core$2,730$188 unused

Claude Code41 engineers, Anthropic Admin API$11,206

Total$34,200$3,234 paid for and not used

Recommendations

Not used $3,234 a month

Reclaim 74 idle Copilot seatsNo activity in 30 days$1,406a month

Cancel superseded runs in 9 workflowsA fix pull request per repository$611a month

Review 38 dormant membersNo activity in 90 days$798a month

Cancel 11 stale invitationsPending for more than 30 days$231a month

Add timeouts to 3 workflowsJobs that hang until the 6 hour limit$188a month

Every recommendation applied. $3,234 a month back.

Attribution

Claude Code, last 30 days

EngineerRepository

Ppriyapayments$2,14061$35.08

Mmarcoweb$1,87088$21.25

Aaliceapi$96034$28.24

Ddev-17mobile-ios$61022$27.73

Ssam-kinfra$54031$17.42

Jjleeapi$4109$45.56

Pull requests

Seat timeCI minutesAgent

#4182 Migrate billing webhooks to the new queuepriya$42.60

#4177 Flaky checkout test: retry with backoffmarco$19.40

#4169 Upgrade React Native to 0.76dev-17$39.50

#4160 Add audit log exportalice$24.30

#4151 Docs: rate limitsjlee$4.10

What each merged pull request cost, from seat time, CI minutes and agent spend.

Budgets

Alert at 90%

All spend$34,200 of $40,000

GitHub seats$8,652 of $9,000

Copilot$7,402 of $7,000

Coding agents$11,206 of $12,000

Copilot is over budgetOwners were emailed after this week's audit.

Exports

Report JSON and read-only links

Read-only link for financeAnyone with the link sees the report. Revoke it at any time.

opsen.dev/demo

$ curl -s opsen.dev/r/$TOKEN.json | jq .annual_waste38808$ curl -s opsen.dev/r/$TOKEN.json | jq '.findings[].id'"copilot.idle""actions.superseded""seats.dormant_member""seats.stale_invitation"

Savings that keep landing.

Without opsen, waste piles up week after week. With it, every approved change takes a step out, and the weekly audit catches new waste the week it appears.

Savings in effect$0/mo

Saved to date$0

Week0

$30k$32k$34k$36kInstallWeek 2Week 4Week 6Week 8Week 10Week 12

Reclaimed 74 idle Copilot seatsApproved by sam-k−$1,406/mo

Fix #418 mergedSuperseded CI runs cancelled in 9 workflows−$611/mo

Cancelled 11 stale invitationsSeats freed on GitHub Enterprise−$231/mo

Fix #421 mergedTimeouts on jobs that hung for hours−$188/mo

Disabled 2 dormant schedulesNo push in 120 days−$96/mo

Caught 6 new idle Copilot seatsFound by the weekly audit, reclaimed−$114/mo

Caught a new runner left on 16 coresFix #437 moved it to 4−$342/mo

Without opsenWith opsenSaved

Keep scrolling to run twelve weeks.

Every figure shows its working.

Finance can check any number without asking engineering: the rule, what was read, the price and the sum.

Idle Copilot seats$0a month

RuleNo editor activity in 30 days, and not assigned in the last 7

ReadGET /orgs/acme/copilot/billing/seats · 298 seats · last_activity_at

Found74 seats, from jlee (41 days) to mkt-bot (never)

PriceCopilot Business, $19 a seat a month, GitHub list price read 2026-10-22

Sum74 × $19 = $1,406 a month

Superseded CI runs$0a month

RuleA run on a branch that a newer push replaced before it finished

ReadGET /repos/acme/*/actions/runs · 8,240 runs in 30 days · job timings

Found1,212 runs in 9 workflows, 101,800 billable minutes

PriceLinux 2-core at $0.006 a minute, from your October billing usage

Sum101,800 × $0.006 = $611 a month

Stale invitations$0a month

RuleAn invitation pending for more than 30 days holds a paid seat

ReadGET /orgs/acme/invitations · 11 pending

Found11 invitations, oldest sent 94 days ago

PriceGitHub Enterprise, $21 a seat a month, list price

Sum11 × $21 = $231 a month

Install once. Save every week.

1Install

Install the GitHub App.

Nine read permissions, each one documented. Never your source code.

2Audit

See where it goes.

Seats, Copilot, Actions and agents, priced per engineer and repository, from the first sync.

3Act

Fix it, or let it run itself.

Fix in one click, or turn on autopilot: each person is asked first, idle seats go after a week, and CI fixes arrive as pull requests.

4Keep it down

Keep cutting, every week.

opsen re-audits weekly, catches new waste as it appears, and shows finance what it saved.

github.com/apps/opsen-dev/installations/new

Install opsen-devon acme · All repositories

Repository and organisation permissions

MembersReadWho holds a seat

Organization planReadWhat a seat costs you

Copilot businessReadSeat activity

ActionsReadRuns and minutes

WorkflowsReadFind the fix

Pull requestsWriteOnly to open fix PRs

InstallCancel

No access to code contents. Uninstall at any time from GitHub settings.

Auditing acme

Members and invitations412 members · 11 invitations

Copilot seats298 seats · 74 idle 30 days

Workflow runs8,240 runs in 30 days

Job timings1,212 runs priced

Billing usageOctober · enhanced billing

Claude Code41 engineers · Admin API

Engineering spend$0

Paid for, not used$0

API calls0

OpenCancel superseded runs on new pushes#418 · opsen-dev wants to merge into main

.github/workflows/ci.yml +4

 on: [pull_request]+concurrency:+  group: ci-${{ github.head_ref }}+  cancel-in-progress: true jobs:   test:+    timeout-minutes: 30

actionlintpassed

CI / testpassed

Saves $611 a month across 9 workflowsMerged

Reclaimed 74 Copilot seats · $1,406 a monthUndo

Read-onlyacme · engineering spendShared by sam-k · updated weekly

Paid for, not used, a year$0

Recovered since install$0

Sep 1Oct 20

GET opsen.dev/r/8f2c…a41.json200 OK · 4.1 KB

Price your stack.

What your engineering tools cost at list price.

Start from

Engineers120

Engineers with Copilot100%

Actions minutes a month400,000 Claude Code per engineer a month$150

Start free audit Open the live demo Talk to us

Your engineering bill at list price $0a month · $0 a year

GitHub seats$0

Copilot$0

Actions$0

Claude Code$0

Per engineer$0

Published list prices, read 2026-10-22. Linux runners. The audit shows which part of this nobody uses.

Read-only until an owner approves.

opsen reads billing and activity. Never your code.

Nothing changes until an owner approves it or switches on autopilot, which asks each person before any seat goes. Every change is a pull request or a reversible switch.

Read the security model→

Nothing changes until you approve

No source code

Your roles

Every change logged

KMS encryption

Fully reversible

Six guarantees, read out in turn.

Built for enterprise.

Nothing changes until an owner approves, with the controls your security review asks for.

Open the trust centre→

Single sign-on

Okta, Microsoft Entra ID, Google Workspace or any SAML 2.0 or OIDC provider, required for everyone if you choose.

SAML 2.0OIDCVerified domains

Audit log

Every sign-in, access change, setting and action, with who, when and from where. Stream it to your SIEM.

auth.ssochange.reclaim_copilotsso.enforced

Roles and access reviews

Owners verified with GitHub at every sign-in. Admins and viewers from your provider. Export who has access.

OwnerAdminViewer

Dedicated support

A named engineer and a shared Slack or Teams channel. Urgent issues answered within the hour.

Named engineerShared channel1-hour urgent

Your numbers, wherever you need them.

Every report is JSON at a stable URL. Pipe it to a warehouse, a dashboard or an agent. Report JSON reference

terminal

{  "monthly_waste": 3234.12,  "findings": [    { "id": "copilot.idle", "monthly_usd": 1406.00 },    { "id": "seats.dormant_member", "monthly_usd": 798.00 },    { "id": "actions.superseded", "monthly_usd": 611.04 },    { "id": "seats.stale_invitation", "monthly_usd": 231.00 },    { "id": "actions.no_timeout", "monthly_usd": 188.08 }  ]}

Warehouseselect id, monthly_usd from opsen.findings

id	monthly_usd
copilot.idle	1,406.00
seats.dormant_member	798.00
actions.superseded	611.04
seats.stale_invitation	231.00
actions.no_timeout	188.08

DashboardWaste by category, this month

Copilot$1,406

Seats$1,029

Actions$799

Agentreading report.json

The largest saving this month is reclaiming 74 idle Copilot seats, $1,406 a month. Next are 38 dormant members at $798.

Ways opsen plugs into your workflow.

Find the waste in opsen. Fix it from the editor you already use.

Fix in your IDE

Fix in your IDE

One click sends a finding, its cost and the exact fix to Claude Code, Cursor, Codex or Devin.

fix_prompts(repo="acme/web")3 fixes · $338 a month

opsen MCP

Any agent can ask what you spend, what is wasted and how to fix it in the repository it is working in.

> /plugin marketplace add opsen-dev/plugins> /plugin install opsen@opsen

Claude Code plugin

The opsen plugin for Claude Code, Cursor and Codex: the server, a skill and the commands, in one install.

ci: cancel superseded runsci: add job timeouts

/opsen:fix

Your agent makes every fix opsen found in the repository, one pull request each, with the saving in the description.

Stop paying for what nobody uses.

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opsen re-audits every week and keeps taking it out. The audit is free.