City of McKinney Kosmos+ Enterprise Demo Avery Reed · Admin
Aug 24 – Sep 22, 2026 ▾ vs prior 30 days ▾ All departments ▾ Data as of Sep 23, 09:00 CT

City overview

What is being used, what it costs, and what needs attention, in one screen.

Active staff ?
80.0%
336 / 420 licensed · In selected period▲ 4.0%
Agents ?
1,248
872 active · 46 running · As of Sep 23 09:00 CT
Projects ?
286
198 active · As of Sep 23 09:00 CT
Tokens ?
1.84B
In selected period▲ 22.0%
Estimated cost ?
$16,000
In selected period▲ 22.0%
Backup coverage ?
96.0%
1,421 / 1,480 eligible · As of Sep 23 09:00 CT▲ 1.0%

Usage trend

Daily, Aug 24 – Sep 22 2026 · In selected period
1.84B tokens ≈ 61.3M / day · ▲ 22.0% vs prior 30 days
Aug 24 Sep 8 Sep 22
Tokens per day 4 providers · 9 models · view usage & cost →

Spend by provider

In selected period · de-duplicated
OpenAI $7,200 Anthropic $6,400 Google $2,000 Meta Llama $400
Total $16,000 · 1.84B tokens · breakdown →

Departments

Tokens and spend, in selected period
DepartmentTokensSpendTrend
Development Services880M$8,140▲ 22.0%
Public Works420M$3,520▲ 18.0%
Public Safety250M$2,100▲ 30.0%
Community Services210M$1,680▲ 24.0%
Administration80M$560▲ 15.0%

Needs attention

Top items · 7 open, 3 need a decision · As of Sep 23 09:00 CT
▲Stale 31 backups are stale, 18 failed, 10 never captured. Review protection →
✕Offboarding Alex Chen departed, 1 of 7 owned assets failed capture. Open handover →
▲Stale Agent ag-jr-10 stale, last seen on an offline laptop. Open agent →
◆Budget Development Services spend ▲ 22.0% vs prior 30 days. Open usage →

Synthetic demonstration data from the Kosmos+ Enterprise brief, not the city's real figures. Current inventory measured Sep 23 2026 09:00 America/Chicago; analytics cover Aug 24 – Sep 22 2026.