πŸ”Ž Live demo of the real Allotment AI console β€” read-only, a sample company. Hover any β“˜ to learn a concept. Install your own free instance β†’
Lab console
AllOpenAIAnthropic (Claude)● real data
Org AdminAcme Corp (lab) Β· all users
β–¦Overviewβ—‰My WalletοΌ„Savings & ROIβ–€Seats & Licenses–Auto-sweep⇄Providers⚿Gateway Keys◍Credit Poolsβœ‰Requests‡Allocation Tree​Auto-allocation✦Insightsβš–Reconcile≣Audit logπŸ”‘Licenseβš™Settings
Read-only demo β€” the admin view of Acme Corp, a synthetic company. Nothing here is real and nothing you do is saved. Hover any β“˜ to learn a concept. In a real install everyone signs in with company SSO and sees only their own view. Install your free instance β†’
Insights, leaderboard & anomalies
Usage intelligence across the org (90 people). β–  GPT β–  Codex β–  Agents
GPT (chat)
β—ˆ404.22
Codex (coding)
β—ˆ170.23
Agents / automation
β—ˆ96.86
Anomalies flagged
8
⚠ Anomalies β€” possible runaway loops / automations
Amelia Miller 155Γ— median Β· Sales Β· amer
β—ˆ58.63 this run β€” well above this person's peers. Worth a look: a loop or batch job?
Rachel Reed 153Γ— median Β· Engineering Β· mobile
β—ˆ58.04 this run β€” well above this person's peers. Worth a look: a loop or batch job?
Michael Ward 151Γ— median Β· Engineering Β· infra
β—ˆ57.07 this run β€” well above this person's peers. Worth a look: a loop or batch job?
Grace Foster 138Γ— median Β· Engineering Β· infra
β—ˆ52.08 this run β€” well above this person's peers. Worth a look: a loop or batch job?
Ava Coleman 131Γ— median Β· Data Science
β—ˆ49.71 this run β€” well above this person's peers. Worth a look: a loop or batch job?
Harper Parker 104Γ— median Β· Product Β· growth
β—ˆ39.53 this run β€” well above this person's peers. Worth a look: a loop or batch job?
Michael Griffin 103Γ— median Β· Product Β· core
β—ˆ39.11 this run β€” well above this person's peers. Worth a look: a loop or batch job?
Lily Wilson 95Γ— median Β· Engineering Β· mobile
β—ˆ35.94 this run β€” well above this person's peers. Worth a look: a loop or batch job?
πŸ”
How it's detected: spend far above the team median plus off-hours / machine-rate patterns (Usage API, hourly). With a gateway connected, the same checks run in real time, per request.
Leaderboard β€” top usage credits used Β· split GPT / Codex / Agents
1. Amelia Miller Β· Sales Β· amer
β—ˆ58.63
2. Rachel Reed Β· Engineering Β· mobile
β—ˆ58.04
3. Michael Ward Β· Engineering Β· infra
β—ˆ57.07
4. Grace Foster Β· Engineering Β· infra
β—ˆ52.08
5. Ava Coleman Β· Data Science
β—ˆ49.71
6. Harper Parker Β· Product Β· growth
β—ˆ39.53
7. Michael Griffin Β· Product Β· core
β—ˆ39.11
8. Lily Wilson Β· Engineering Β· mobile
β—ˆ35.94
9. Zoe Cooper Β· Product Β· core
β—ˆ35.82
10. Emily Foster Β· Engineering Β· mobile
β—ˆ35.46
11. Tyler Ross Β· Data Science Β· ml
β—ˆ33.71
12. Ava Brooks Β· Engineering Β· mobile
β—ˆ30.55
Recommended actions
↑
Give Amelia +30 & Rachel +15 β€” consistently heaviest.
↓
Trim Nora & Chloe back to the pool.
β™»
Reclaim Evelyn's idle seat β€” no spend this run.
⚠
Investigate Amelia β€” burning tokens fast.