87
founding members
▲ +12 this week · target [TO SET]
7.4
engagement depth (agent-scored /10)
▲ +0.6 vs last month
92%
onboarding completion → first module
● steady · median 6 min
31m
avg. session (behavioural, no surveys)
▲ +4m · contribution quality rising
🛡
3 blocked · 0 leaked · last test pass: today
Xylem IP guardrail — ACTIVE
All community-facing output passes the proprietary-content filter before surfacing. Non-negotiable.
📈 Member growth BY TRACK
Conversion: invited 412 → joined 87 (21%) · LinkedIn cohort 2 sends Friday
🔥 Engagement heatmap DISCUSSIONS · LAST 14 DAYS
14 days agotoday
Hottest: local model benchmarks (Builder) · EU AI Act self-hosting (Knowledge)
🤖 Agent workflows NOW
P
Pulse
Synthesising Cycle 13 research · 14 sources
A
Atlas
2 open Builder tickets · guide v2.1 draft
B
Bridge
3 active pilots · milestone review Thu
M
Moderator
Queue: 2 items awaiting review
G
Growth
LinkedIn cohort 2: 120 invites staged
🗓 Content calendar PULSE · BI-WEEKLY
23 JUN
Cycle 13 — theme [TO SET]
candidates below · Mike picks by 16 Jun
7 JUL
Cycle 14 — open
member suggestions feeding in
21 JUL
Cycle 15 — open
—
💡 Topic queue FROM AGENT CONVERSATIONS
Local RAG without embeddings driftBuilder · 6 asks
AI Act conformity for SMBsKnowledge · 5 asks
Pilot baselines: what "good" looks likePilot · 4 asks
🧹 Moderation queue 2 OPEN
"Check out my consulting services — DM for rates" — new member, Feed
⚑ Moderator: likely self-promotion, low context
Builder post links to unverified model weights — Lena H., Feed
⚑ Moderator: source unverified, content otherwise high-quality
🎛 Instruction panel AGENTS PULL & EXECUTE
Mon 09:12PULSE — prioritise member-suggested AI Act topic for Cycle 13 shortlistDONE
Fri 16:40GROWTH — stage LinkedIn cohort 2 (120 contacts), wait for goSTAGED
Thu 11:05ALL — re-run Xylem guardrail test suite after blocklist updatePASS
🎯 Monthly KPI targets [TO SET] · JUNE
All behavioural — no surveys, no NPS. Targets adjustable each month; agents recalibrate automatically.