Vū Studio Insights

Product metrics · Jira · Mixpanel · HubSpot
Key Metrics
Open Bugs
Jira · active backlog
Bugs Opened (30d)
Jira · last 30 days
Bugs Closed (30d)
Jira · last 30 days
Avg DAU
Mixpanel · 30d avg
Sign Ups (30d)
Mixpanel · total
Marketplace Purchases
AI Failure Rate
Issues / Chat Msgs
OS Internet Lost
Mixpanel · 30d total
Open SW Tickets
Product Team — Leadership Readout
Signals
DAU Trend (Last 30 Days)
Software Support Tickets
Filtered to: support tickets submitted via Email or the help-desk Form only (excludes 510 FreshDesk-imported + phone/chat tickets) · Technical Support pipeline · split by Software/Hardware Support category
Open SW Tickets
Currently unresolved
SW Opened (30d)
Last 30 days
SW Closed (30d)
Last 30 days
Volume Trend (rolling 30d)
MTD vs Last Full Month
SW Tickets / Customer
Uncategorized (30d)
May include SW issues
Monthly Software Tickets — Last 12 Months

Software Support Tickets Submitted per Month

Recent Tickets — Software Only

Software Support (most recent first)

Breakdown

By Source

All Tickets by Category

Total Ticket Context
Total (3 Pipelines)
Tech Support + Bug Reports + Feature Req
SW Tickets (All-Time)
Categorized as Software
HW Tickets (All-Time)
Categorized as Hardware
Paying Customers
Companies · lifecycle = customer
Key Insights
Paying Customer Software Activity (30d)

All paying software customers (HubSpot Software pipeline, closed-won deals) ranked by total Mixpanel actions in the last 30 days (excl. @vustudio.com). 🟢 >20 actions  ·  🔴 ≤20 actions or no activity.

Bug Status — Last 30d
Bugs Opened
Last 30d
Bugs Closed
Last 30d
Open Bugs
Active backlog
Closed (30d)
All issue types

Open Bugs by Assignee

Top Closers (30d)

Issues Closed by Type (30d)

Issue Types Resolved

Key Insights
🟡
Low Jira Velocity This Month: Only 2 Bugs Opened and 2 Closed in May
27 bugs closed vs 21 opened (last 30 days) — the team is making progress against the backlog. Judah (48) and Sam (34) leading closures in the last 30 days.
Jira
🔴
Bug Backlog: 103 Open Bugs — 45+ Stale & Unassigned (>30 Days, No Owner)
114 open bugs total across all time. Bugs make up 27% of the 423 total open issues. Judah (14 open), Sam (7 open), Max (3 open). 5 epics currently show no owner: Glassmorphic UI, Creator Workspace, Bento Box, ACN/AFS HUB CMS, Canvas Editor — worth a quick confirm to ensure they are appropriately staffed.
Jira
🟡
423 Open Issues Total — Significant Legacy Backlog
423 open issues span all time: 69 from Jul-Dec 2024, 196 from 2025, 158 from 2026. Of these, 114 are bugs (27%). 122 issues resolved in last 30 days shows strong throughput. Note: Jira counts carried from May 11 refresh (4-day window).
Jira
Roadmap Preview — Top 10 Epics from Jira Timeline
Most Requested — Top 20 Open Items by Label Count

Open Jira items ranked by number of labels (most → least). Each label captures a distinct request/requester on the item.

Usage Overview (30d)
Avg DAU
30-day average
Sign Ups
Last 30 days
Purchases
AI Failure Rate
Issues / Chat Msgs
OS Internet Lost
30d connectivity drops
Daily Active Users — Last 30 Days
AI Engagement

AI Event Counts (30d)

AI Metrics Detail

Growth Funnel (30d)

Sign Up → Purchase Conversion

Monthly Sign Ups — Last 6 Months

Key Insights
Feature Usage — Top & Bottom 20 by Clicks (30d)

🔝 Top 20 — Most Clicked Features

🔻 Bottom 20 — Least Clicked Features (excludes 0)

User Leaderboards (Last 30 Days)

🏆 Top 10 — Most Active Users by Total Actions

🏢 = Vū Studio staff  ·  ⚠️ = possible automated/display account

🔑 Top 10 — Most Logins

🏢 = Vū Studio staff  ·  Total logins this period:

Engagement & Inactivity
Unique Active Users (30d)
Users with ≥1 event in last 30 days
Avg DAU
Daily unique users · 30d avg
Stickiness Ratio
Avg DAU ÷ Monthly Unique Users

📋 Inactive User Notes

Who is NOT using the software: Mixpanel tracks only users who fire at least one event. To identify inactive users, compare the total registered user count (from your auth system or HubSpot) against the unique users active in the last 30 days. Users who signed up but haven't fired an event in 30+ days are your at-risk cohort.

Daily users: The DAU chart above shows that peak weekday usage reaches ~180–207 unique users/day, while the 30-day unique total is ~1,789. This implies most users are occasional, not daily. A stickiness ratio below 10% suggests the majority of monthly users do not return daily.

Power users vs. casual: The top 10 action leaderboard shows two accounts (sardon@ and alvin.teves@) together account for ~391K of the 466K total events (84%). Excluding staff and likely-automated accounts, the third-highest external user (jstaylor@tayloru.edu) fired 20,176 events — a significant engagement signal worth a direct conversation.

Voice of the Customer — Live from Ambient

Live data. Sourced directly from Ambient call recordings, Jun 6 – Jul 6, 2026 (last 30 days). Filtered to calls where Vū Studio product, software, or features were explicitly discussed. Customer and company names shown as recorded. 22 Vū-relevant external customer/partner meetings with usable summaries reviewed across 14 accounts.
Summary — Jun 6 – Jul 6, 2026 (last 30 days)
Calls Reviewed
22
Vū-relevant external meetings (with summaries)
Distinct Accounts
14
Accenture · USF · Arthrex · MarketScale · Mayo/AVISPL · BrightSign · Twist · Tampa Bay Lightning · Osceola · Megascapes · TGH · Santa Fe · Elevation · OneDiversified
Material Risks
3
Accenture Infosec enforcement · MarketScale reliability · Arthrex account mgmt
Material Opps
4
Accenture NYC pilot · Arthrex/Mayo Wall of Knowledge · Osceola library · Lightning kiosk + partner channels
Most Common Feature Requests — From Call Recordings

Requests explicitly raised by external customers in the last 30 days, sorted by number of distinct accounts.

Cross-platform player (Windows / Mac / Linux / BrightSign)
4
USF · Arthrex · BrightSign · Twist
Seamless multi-device scene/theme transitions (single-button & API recall)
2
Tampa Bay Lightning · Accenture
Native asset integration (PowerPoint, Figma, Gaussian splats, 3D/Unreal)
2
Accenture · Megascapes
More prominent / usable AI (model selection, multi-model, agentic)
2
Santa Fe College · Twist
Accessibility (alt text, voice control, 508 compliance)
2
Accenture · Osceola
Org-wide enforcement of security controls (session timeout / SSO)
1
Accenture (VU One)
Sentiment — Vū-Relevant Call Segments
59% positive
41% neutral
Positive / excited about Vū StudioNeutral / exploratoryFriction / support issue
Material Risks
🚨
Accenture Infosec: no org-level session-timeout enforcement
Accenture (Sean Tellez / Madhvi) · Jun 11 & Jun 30
An Accenture Infosec audit requires enforcing auto-logout / session-timeout and data deletion at the org/domain level for ALL users, including ungrouped free/trial users. The platform cannot yet enforce this org-wide — an unresolved compliance gap tied to the July 16 NYC pilot go-live. SSO was also requested.
Material RiskAccentureAmbient
⚠️
MarketScale recurring glitches & reliability
MarketScale (Jonathan Heath / Alex LeBlanc) · Jun 12
Recurring software glitches — connectivity drops, system crashes, and possible IT-security/timeout interference — are undermining confidence in production reliability at an active account.
Material RiskMarketScaleAmbient
⚠️
Arthrex reliability & multi-account management friction
Arthrex (Ron Schomburger) · Jun 15
Reliability/monitoring concerns for always-on global installs (e.g. the Munich lobby) plus device/account disconnection issues and no alerts/hooks. Managing many accounts is costly and complex — an expansion risk at an active enterprise signage account.
Material RiskArthrexAmbient
Material Opportunities
🌱
Accenture NYC One Manhattan West pilot
Accenture (Caroline Koch) · Jun 8 & Jun 29
NYC View pilot targeting a July 16 go-live (software free during the pilot; a 15-seat Studio Pro CIC account issued). Potential to expand across CICs and toward SSO / enterprise licensing at Vū's largest account.
OpportunityAccentureAmbient
🌱
Arthrex / Mayo Wall of Knowledge & V1 Mini
Mike Angeloff / Mayo (AVISPL) · Jun 17 & Jun 26
Multi-year software subscription plus interactive content via the Mayo "Wall of Knowledge" and V1 Mini program; Mayo full-wall install targeted for January — large expansion potential.
OpportunityArthrex / MayoAmbient
🌱
Osceola County technology library
Osceola County (AVISPL) · Jun 17
Tech library opening Oct 1 (ribbon-cutting Oct 15) with AI-driven cognitive games and interactive content built on Vū via AVISPL — a new public-sector interactive install.
OpportunityOsceola / AVISPLAmbient
🌱
Tampa Bay Lightning kiosk upsell & new partner channels
Lightning · Twist · Megascapes · OneDiversified · Jun 16–25
Lightning expanding with a 55-inch touchscreen kiosk for Benchmark International (transition testing mid-August). New integrator/partner channels — Twist Technology and Megascapes (Gaussian-splat library) — plus an Accenture Bangalore install via OneDiversified targeted for end of August.
OpportunityLightning / PartnersAmbient
Calls Reviewed — Jun 6 – Jul 6, 2026
DateMeetingExternal AttendeesVū Relevance
Jul 2Santa Fe College — Quarterly Check-In (AI model selection, video gen)Mark (Santa Fe College)High
Jul 2USF — Quarterly Check-In (support, new AI features, stadium event)Omayra McCandele / Joey Galuppi (USF)High
Jul 1Accenture — Platform Overview (teams, auth/SSO, security)Brittany (Accenture)High
Jun 30Accenture — VU One Auto-Logout / Domain EnforcementMadhvi (Accenture)High
Jun 29Accenture — 1MW Activation (content, security, AI knowledge graph)Caroline Koch / Sean Tellez (Accenture)High
Jun 26Mayo Immersive — Planning (Vū Studio scalability, Unreal)Thom Belda (Mayo / AVISPL)High
Jun 25Tampa Bay Lightning — Quarterly Health CheckHunter Perkins (Vinik / Lightning)High
Jun 24OneDiversified — Vu Onboarding (India / Accenture Bangalore)Sangappa M (OneDiversified)Medium
Jun 24Tampa General Hospital — Podcast Studio TrainingDrew (TGH)High
Jun 24Twist Technology — Integrator Partnership OverviewVictor Ditoro (Twist)Medium
Jun 17Osceola County — Tech Library Sim (AI content & accessibility)Brandon Pritchett / Jason Long (AVISPL)High
Jun 17Mike Angeloff — Roadmap, Mayo Wall of Knowledge, exclusivityMike Angeloff (partner)High
Jun 16Megascapes — Gaussian-Splat Asset Library IntegrationHarold Price / William McMaster (Megascapes)Medium
Jun 15Accenture — Cannes Standup (PowerPoint integration, alt text, stress test)Brian / Johnathon (Accenture)High
Jun 15Arthrex — Monthly Sync (new dashboard, reliability, account mgmt)Ron Schomburger / Jacob Moran (Arthrex)High
Jun 12Vū Studio x BrightSign Sync (web-app on players)Nick Rigdon (BrightSign)Medium
Jun 12MarketScale — Quarterly Health Check (glitches, View AI)Jonathan Heath / Alex LeBlanc (MarketScale)High
Jun 11Accenture — Cannes Testing (performance, Figma, resolution, access)Stephanie / Johnathon (Accenture)High
Jun 11VU One — Data Deletion & Session-Timeout SecuritySean Tellez (Accenture)High
Jun 10USF | Vū Quarterly Health CheckIned Studios / USFHigh
Jun 9Elevation Church — Pre-Vis (SceneForge + Vū Studio playback)Shelby / Brent (Elevation Church)High
Jun 8Accenture — Kick-Off Vū Pilot (NYC View, July 16 go-live)Caroline Koch (Accenture)High
Test Run Health
Latest Status
● Failed
Run #61 · Jun 9
Avg Pass Rate
89%
Last 4 runs
Failed (Latest)
2
of 34 tests · Run #61
Avg Duration
11m 56s
Last 4 runs
Runs on Record
4
feature/remote_lights
Signals
🟡
Latest Run Failed — Run #61 (2 Failures + 2 Flaky of 34)
Run #61 (Jun 9) failed on feature/remote_lights in staging: 32 passed, 2 failed, 2 flaky (94% pass rate). This ends the clean streak from Run #52 (22/22 on May 25). Coverage grew from 22 to 34 tests, so newly added tests may be surfacing the failures — worth checking the 2 failing and 2 flaky tests.
TestsStaging
🟡
Run History Gap — Runs #53–60 Not in Store
Only runs #41, #42, #52 and #61 are available from the Vercel Blob store, so runs #43–51 and #53–60 are not visible. Trend visibility is partial — the jump from #52 (May 25) to #61 (Jun 9) skips the intervening runs.
Tests
Pass / Fail by Run
Recent Runs
ℹ️ Run data sourced from vu-playwright-dashboard.vercel.app (requires login). Data last captured Jul 6, 2026 (latest Run #61, Jun 9, 2026).
All Snapshots — Newest First