OBSERVE
Know what your org actually asks AI to do.
Privacy-preserved clusters of your team's real usage. The cost story behind the numbers. Your admins see patterns, never prompts.
router.app / insights — pattern explorer
Usage patterns412 clusters
Last 30 daysAll teams
#PATTERNREQSSPENDSHARE
01Refactor legacy service code48.2K$6,14023%
02Draft customer support replies36.5K$4,82018%
03Extract fields from contracts29.1K$3,97515%
04Summarize sales call notes18.4K$2,61010%
05Debug production incidents12.9K$1,8907%
n ≥ 5 aggregation · raw text never shownupdated 2h ago
The most expensive things you do
Top patterns ranked by spend, each with its own model mix. You can see where the money actually goes.
Top patterns by spend · June
Opus 4.8Sonnet 4.6Haiku 4.5
Refactor legacy service code32% of spend$6,140/mo
Draft customer support replies25% of spend$4,820/mo
Extract fields from contracts21% of spend$3,975/mo
Summarize sales call notes14% of spend$2,610/mo
These four patterns drive 64% of June spend. Color shows each one's model mix.
How a prompt becomes a patternBased on Anthropic's Clio research
1
Content-free summaryraw text stays behind
A model notes topic, intent and outcome. No quotes, names or pasted text.2
Embed & clustersemantic grouping
Similar summaries gather into org-wide usage patterns.3
Contrastive labelauto-named
Each cluster is named by what sets it apart from its neighbors.4
Aggregate & publishn ≥ 5 gate
Spend, volume and trends roll up before anything reaches an admin.Built on the Clio methodology
Content-free summaries, clustering, and contrastive labels. Grounded in Anthropic's published research, not a black box.
The 5-person rule
No pattern is shown unless at least five distinct people share it. Nothing an admin sees can single anyone out.
Patterns near the gategate · n ≥ 5
Write & fix unit tests
+17
31 peoplePublished
Debug stack traces
+12
26 peoplePublished
Translate UI strings
12 peoplePublished
Hidden pattern3 of 5 peopleSuppressed
What survives day 14rolling · per conversation
Raw text · day 0–14Privacy-preserved patterns · retained
DAY 0 · INGESTEDDAY 14 · RAW TEXT AUTO-DELETEDTODAY
Pattern names, counts & spendretained
Trends & model mix historyretained
Prompts, completions, attachmentsdeleted · day 14
Raw text has a shelf life
Content auto-deletes in about 14 days; dashboards only ever read the privacy-preserved layer.
Patterns, never promptsN=5 aggregation gate14-day raw TTLAuditor-validated pipeline
See the patterns, not the prompts.
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