Vū Studio Insights

Product metrics · Jira · Mixpanel · HubSpot
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Key Metrics
Open Bugs
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Jira · active backlog
Bugs Opened (30d)
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Jira · created in last 30d
Bugs Closed (30d)
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Jira · resolved in last 30d
Avg DAU
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Mixpanel · 30d avg
Sign Ups (30d)
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Mixpanel · total
Marketplace Purchases
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—
AI Failure Rate
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Issues / Chat Msgs
OS Internet Lost
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Mixpanel · 30d total
Open SW Tickets
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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
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Currently unresolved
SW Opened (30d)
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Last 30 days
SW Closed (30d)
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Last 30 days
Volume Trend (rolling 30d)
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MTD vs Last Full Month
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SW Tickets / Customer
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Uncategorized (30d)
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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)
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Tech Support + Bug Reports + Feature Req
SW Tickets (All-Time)
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Categorized as Software
HW Tickets (All-Time)
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Categorized as Hardware
Paying Customers
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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
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Created last 30d
Bugs Closed
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Resolved last 30d
Open Bugs
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Active backlog
Closed (30d)
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All types · by resolution date

Open Bugs by Assignee

Top Closers (30d)

Issues Closed by Type (30d)

Issue Types Resolved

Key Insights
🟢
Healthy Bug Velocity: 61 Bugs Closed vs 53 Opened (Last 30 Days)
The team closed 61 bugs against 53 opened in the last 30 days — a net reduction in the backlog. Judah Mantell (80), Victor Rubiño (32) and Ben Sadler (24) led closures across all issue types.
Jira
🔴
Bug Backlog: 113 Open Bugs
113 open bugs — about 26% of the 439 total open issues. Open bugs are concentrated with Judah Mantell (22), Sam VanTassel (12), and Victor Rubiño (7).
Jira
🟡
439 Open Issues Total — Significant Legacy Backlog
439 open issues across all time, of which 113 (26%) are bugs. 174 issues were resolved in the last 30 days — strong throughput against the backlog.
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
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30-day average
Sign Ups
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Last 30 days
Purchases
—
—
AI Failure Rate
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Issues / Chat Msgs
OS Internet Lost
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30d connectivity drops
Daily Active Users — Last 30 Days
Paid Subscription Customers vs All Users (30d)

Paid cohort = the 33 paying software customers' accounts. Activated paying users engage far harder than the blended average, which is diluted by trial sign-ups with little activity: paid customers are only — of active users but drive — of all interactive usage.

Avg DAU
—
paid · all users: —
Active Users (30d)
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paid · all users: —
Stickiness (DAU÷MAU)
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paid · all users: —
Actions / Active User
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paid · all users: —
AI Engagement

AI Event Counts — Last 6 Months

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, external users only)

🔝 Top 20 — Most Clicked Features

🔻 Bottom 20 — Least Clicked Features (excludes 0)

What Users Actually Like — Feature Reach & Intensity (30d, external users only)

Ranked by how many distinct customers touched the feature, not by raw event volume — a feature with 5,000 events from one account is not a loved feature. Events per user shows depth: high reach + high intensity is a habit; high reach + low intensity is a feature people try once. Excludes @vustudio.com accounts, the 11 passive machine events, and sign-up/login/profile lifecycle events.

User Leaderboards (Last 30 Days)

🏆 Top 20 — Most Active Users by Human Actions

Human interactions only — passive player/kiosk telemetry excluded. Internal Vū users are excluded entirely (see the Internal Vū Users section at the foot of this tab).

🔑 Top 20 — Most Logins

External users only. Total logins this period: —

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

What the stickiness ratio means: Avg DAU ÷ monthly unique users — the share of a month's users who show up on any given day. Higher = people come back more often. A low single-digit % (e.g. 5.2%) is typical of occasional / project-based usage: most people who touch Vū Studio in a month don't use it daily. Rough reads: <10% mostly occasional users · 10–20% a solid regular core · >20% strong daily habit.

Monthly Unique Active Users — Last 6 Months

Distinct users with ≥1 Page View per calendar month (excl. @vustudio.com). Mar–Apr reflect an event/deployment surge.

Monthly Avg DAU — Last 6 Months

Average daily unique users within each month — same basis as the Avg DAU card above.

📋 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:

Total Interactions vs Human Interactions (30d)

External users generated — total interactions, of which — were human actions (—). Paying customers: — human of — total. The remainder is passive machine telemetry from players and kiosks — real usage, but not engagement. Excluded events:

New Sign-Up Activation (Last 30 Days)

Every user who fired Sign Up in the last 30 days, ranked by total actions performed since (excludes @vustudio.com; matched on the email user property). Because all signed up inside the window, this is effectively their post-sign-up activity. 🟢 >20 actions · 🟡 6–20 · 🔴 ≤5 (activation gap).

Internal Vū Users (Last 30 Days)

Everything above excludes internal users. This section is the inverse — it shows only the traffic the exclusion removes, so we can see what our own team exercises. Internal = email contains vustudio.com OR is_internal = true (the "Vū Internal Users" cohort definition).

Internal Accounts
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distinct internal users active
Interactive Events
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Internal Logins
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Log In events in 30d

🏢 Top 20 Internal Users by Human Actions

Human actions, with total interactions alongside — the 11 passive machine events are excluded from the ranking.

🔑 Top 20 Internal Users by Logins

Total internal logins this period: —

🔝 Top 20 Features Used by Internal Users

Raw event counts, same basis as the external Feature Usage lists above.

📈 Staff Weekly Usage — Last 26 Weeks (Target: 20 Active Staff / Weekday)

Bars: average daily active staff per week (distinct @vustudio.com users with ≥1 Page View, Mon–Fri average; test rigs stage1@/stage3@ and lobby@ excluded). Line: 4-week rolling average. Dashed line: target of 20 active staff per weekday (~67% of 30 staff).

Weekly active staff = distinct staff with any Page View that week. Human actions exclude the 11 passive machine events. Target = 20 of 30 staff active each weekday (stretch 24); grow ~+10% month over month until reached, then hold ≥20 (flag a month below 18). Holiday weeks dip.

📅 Daily Active Staff — Month over Month

Distinct @vustudio.com staff with ≥1 Page View per day, overlaid by day of month (weekdays only — weekends hidden; test rigs stage1@/stage3@ and lobby@ excluded). Current month is solid; prior months are dashed; green dashed line = target (20). Growth phase: +10% month over month until the target; then maintain ≥20 (flag below 18).

Voice of the Customer — Live from Ambient

Live data. Sourced directly from Ambient call recordings, Oct 14 – Nov 13, 2026 (last 30 days). Filtered to calls where Vū Studio product, software, or features were explicitly discussed. Customer and company names are shown as recorded. 32 Vū-relevant external customer/partner meetings were reviewed across 19 named accounts (first call Oct 14, last call Nov 12; two back-to-back Visit Florida I-95 support sessions on Nov 5 are counted separately). New since the last refresh: a Tampa Bay Thrives KPI-dashboard working session and a Mayo Clinic vision-video / day-one experience brainstorm, both on Nov 12. Another 10 external calls were excluded because Ambient produced no meeting summary for them (the Vanguard Scene Forge intro (Oct 19), the Oct 20 Accenture SCAD debrief slot, Liberty University's monthly check-in (Oct 28), the TGH AIGC leadership-rounding call (Oct 30), the UF Digital Worlds overview (Nov 2), Forte x Westminster demo (Nov 3), the kevino.tv Vū Studio assistance call (Nov 5), the Nov 6 MOE technical discussion, and two Nov 10 Accenture Vū Intelligence tech deep-dive holds with no recording), and 2 more (DHD Films, Oct 29; Sagebrush Church bi-monthly sync, Nov 9) produced no usable summary because the transcript was too short. A Moffitt listening-session walk-through hold on Nov 13 has no recording yet and is not counted. A further 4 external calls were left out: a CTI LED-wall channel call (Oct 26) covered LED hardware rather than Vū Studio software, an Oct 29 sync with an independent contractor covered internal sales tooling rather than a customer, a Nov 9 call with Pupil Labs covered its eye-tracking hardware and a speaking slot at the Dec 9 Medical Summit rather than Vū Studio software, and a Nov 10 Veterans Museum project overview with fabricator Grand Theming covered kiosk fabrication, finishes and budget rather than Vū Studio software. No verbatim quotes are reproduced; entries are faithful descriptions of the meeting summaries.
Summary — Oct 14 – Nov 13, 2026 (last 30 days)
Calls Reviewed
32
Vū-relevant external meetings
Distinct Accounts
19
Accenture · Arthrex · AVI-SPL / XTG · Blackstone Publishing · DC Productions · DHD Films · DI · Elon University · Forte · Mayo Clinic · NC Chamber · Pearson · Prince William County Schools (Hylton HS) · Sesame Workshop · Singapore MOE · StoryFi · Tampa Bay Thrives · Tampa General Hospital · Visit Florida
Material Risks
11
Accenture EU AI Act Article 50 audit window · Accenture output quality gaps around the Nov 8 Ignite event · Trust, PHI and build-vs-buy questions at TGH · Visit Florida onboarding handoff and licence gap
Material Opps
16
Forte full move to Vū in January, plus trade-show and stadium leads · Singapore MOE proof of concept via Accenture · TGH Active Connections and Culture Institute · TGH Innovation Week Vū Intelligence deployment
Most Common Feature Requests — From Call Recordings

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

Privacy, consent, hosting & data controls
5
Tampa General Hospital: PHI scrubbing, consent, retention policy (Oct 28–29), self-destructing transcripts and attendee opt-in (Nov 9); Forte: Azure / on-prem data residency, GDPR; Accenture: AI Act model restrictions (Nov 3), configurable transcript retention (48 hours to permanent, Nov 10); Singapore MOE: Singapore hosting vs US / GCC, downloadable session files; Tampa Bay Thrives: no cameras or always-on listening, de-identified data.
Player, playback & input support
5
StoryFi: keep camera tracking in new player; Prince William County Schools: smoother Experiences, HDMI switching; Mayo Clinic: new Jan 1 player vs legacy; Arthrex: in-app close button; Visit Florida: reliable scheduled playlist start, time-zone handling.
Richer Intelligence context, capture & exports
4
Pearson: speaker attribution, transcript export, document upload; Accenture: Context field templates, mind-map seeding, white-paper PDF export, image/video upload into session folders and anonymised speaker personas (Nov 10); Singapore MOE: audio/transcript/mind-map export, per-table roll-up; Prince William County Schools: room-audio capture.
Executive dashboards & aggregated analytics
4
Tampa Bay Thrives: executive dashboard with heat maps and multi-source data; Tampa General Hospital: leader / executive portals, master rounding schedule, near-real-time event dashboards for Innovation Week (Nov 9); Singapore MOE: aggregated main-screen summary with MOE-defined metrics; Pearson: synthesis across NC, AZ and TX events; Tampa Bay Thrives: spreadsheet import so monthly KPIs refresh the board dashboard (Nov 12).
Event photo booth & activation templates
4
NC Chamber: sponsor-branded frames, data capture; AVI-SPL / XTG: fast-setup kiosk / photo booth; Blackstone Publishing: AI Photo Booth wizard; Pearson: younger-self photo booth for Austin.
Offline / local mode & connectivity resilience
4
Forte: local mode for shows and branches; NC Chamber: hotspot fallback; Pearson: hardline internet for Austin kiosks; Tampa General Hospital / DC Productions: dedicated hotel hardline for many simultaneous capture devices at Innovation Week (Nov 9).
Third-party integrations (calendar, ticketing, LMS, identity, signage)
4
Tampa General Hospital: Outlook/Teams calendar, ticketing, ServiceNow/RL6 and two-way LMS (Oct 19, 28–29); DI: Safe Pass identity, MCP access; StoryFi: BrightSign re-provisioning; Accenture: Outlook/Google calendar auto-join for scheduled sessions (Nov 10).
Clear licensing & token metering
3
Elon University: token meter for campus beta; DI: token pricing for AI actions; Visit Florida: licence count, team Pro plan.
Unreal, live-video & 3D pipeline support
3
Sesame Workshop: Unreal output on Samsung processors; StoryFi: Pixel Streaming / NDI from Unreal; Mayo Clinic: DWG/BIM digital-twin import, Gesture/OptiTrack/Unreal compute, digital twins built from construction documents and synced multi-screen playback across the gallery (Nov 12).
Lighting control improvements
3
Blackstone Publishing: pixel-mapping setup; Mayo Clinic: lighting-control ownership; Forte: lighting edits that persist across profiles.
Permissions, sharing & role-based views
3
Accenture: operator permissions, presenter controller mode; Visit Florida: session mode, admin ownership of players; Forte: multi-profile team switching and shared libraries.
Brand-kit & microsite editor fidelity
3
Accenture: vanity URLs, colour roles, icon packs, illustration style; Pearson: Pearson deliverable templates; DHD Films: white-labelled DHD Intelligence.
Sentiment — Vū-Relevant Call Segments
53% positive
34% neutral
12% friction
Positive / excited about Vū StudioNeutral / exploratoryFriction / support issue
Material Risks
🚨
Accenture EU AI Act Article 50 audit window
On Nov 3 Accenture compliance set Nov 20 as the internal target for disclosure (M3) and machine-readable marking (M4) evidence, with regulatory audits possible from Dec 2. Vū owes updated screenshots; SynthID does not survive on-camera LED capture and the plain-language / usable-without-training accessibility criterion is still open.
🚨
Accenture output quality gaps around the Nov 8 Ignite event
Oct 16: no white-paper PDF export, hard-to-find asset URLs, editor bugs, generic Actions. Oct 21: AI precise-placement edits landed ~15% of the time and imagery missed Accenture's illustration style; vanity URLs and icon packs are not committed. Oct 27: fixes are live but asset retrieval is still confusing and an image edit failed on a model mismatch. Nov 10: an error box displaced the record control (close button being hot-fixed) and in-call Mind Map / Flow view switching was unreliable.
🚨
Trust, PHI and build-vs-buy questions at TGH
At the Oct 28 listening session TGH leaders worried continuous listening could erode staff trust and capture PHI, and Karna Patel asked why not build on Palantir/Copilot. Oct 29 leaders added tool-fatigue concerns; retention policy, integrations and rollout model are undecided.
🚨
Visit Florida onboarding handoff and licence gap
On Nov 5 Matsu Pfeiffer said devices were left in demo mode or registered under other accounts without training for Visit Florida IT, the I-95 schedule failed to start its playlist, and the console shows three licensed players where he understood five were agreed.
🚨
Open dependencies for TGH Innovation Week
On Nov 9 the kickoff with TGH (Lauren Prager) and DC Productions left unresolved who supplies recording devices, whether a dedicated hotel hardline will be secured (about two weeks lead time with Encore), who curates live on-screen insights, and the scope of live Q&A, polling and question-queue features that are not yet fully built.
🚨
Vū Studio bypassed for smaller Sesame productions
On Oct 27 Jason Pattan said smaller shoots run from Premiere timelines and remote playback rather than Vū Studio, Unreal output to the new aspect ratio is blocked by Samsung processor limits, and a networking fault kept the wall offline for about two weeks.
🚨
Forte hosting and settings persistence before the January cutover
On Oct 29 Craig Frankenstein asked which cloud hosts Forte's data (AWS/Vercel vs Azure/on-prem) and raised GDPR for cross-border work; agent default settings are not always persisting. On Oct 23 a new Forte user was losing lighting and edit changes across duplicate profiles.
🚨
Tight hosting decision for the Singapore MOE POC
On Nov 6 MOE had not yet chosen between a US-hosted trial, Accenture Singapore AWS or a GCC instance (GCC judged impractical on lead time) for its Nov 14 event, and dashboard metrics are still to be supplied.
🚨
Pearson Intelligence output gaps
On Oct 27 Nicole Serrano flagged missing speaker attribution, no full transcript export, no document upload in her session, and weaker results in noisy cross-talk environments, while Pearson needs near-final content quickly for its Austin and 2027 work.
🚨
Hylton HS Experiences playback and input switching
On Oct 23 Hylton High reported jittery, non-fluid playback when launching Experiences, had no procedure for switching HDMI inputs, and could not see Vū Intelligence until it was licence-enabled by team.
🚨
Open Mayo commissioning dependencies
On Oct 19 the Mayo / AVI-SPL configuration left open whether Vū Studio controls studio lighting and whether January–February commissioning runs on the new Jan 1 player or the legacy player; head-end server procurement is also unresolved.
Material Opportunities
🌱
Forte full move to Vū in January, plus trade-show and stadium leads
On Oct 29 Craig Frankenstein confirmed Forte moves fully onto Vū in January, wants Vū at ISE (Feb) and InfoComm (Jun), may replace T1V in branch rooms, and will pitch Icon/CAA Carolina Panthers fan engagement.
🌱
Singapore MOE proof of concept via Accenture
On Nov 6 MOE (Richie Koh, Daphne Tay) agreed to an immediate trial of Vū Intelligence for its Nov 14 multi-table event, with containerised deployment on Accenture Singapore AWS accepted in principle.
🌱
TGH Active Connections and Culture Institute
TGH is evaluating Vū Intelligence for all Active Connections rounders (Oct 28–29) and, via the Culture Institute (Oct 19), for simulation, microlearning and blended training; on Nov 5 Kristy described a staged rollout starting around 1,500 users.
🌱
TGH Innovation Week Vū Intelligence deployment
On Nov 9 TGH and DC Productions agreed Vū Intelligence insights will be the primary deliverable for TGH Innovation Week / Converge: main-stage soundboard capture, breakout-table devices, about two interactive lobby totems, and free Vū accounts for the TGH team to co-create final reports.
🌱
Mayo Siebens gallery and immersive lab
Thom Belda (Oct 15) is lining up Javits demos and November visits for the Siebens gallery opening late Feb – mid Mar; the AVI-SPL quote (Oct 19) covers 3 Studio Pros and 17 displays, with install in January and commissioning into February. On Nov 12 Mayo aligned on a space-focused vision video and a day-one open-house experience (digital twin, interactive history wall, gesture control, Vū Sim), with construction documents to be supplied under the existing NDA; the space is ready in March.
🌱
Pearson Austin activation and 2027 planning
On Oct 27 Pearson committed Vū Intelligence kiosks and the younger-self photo booth for Austin (~$2,500 budget) and plans to synthesise NC, AZ and TX outputs into its 2027 strategy.
🌱
DHD Films partner channel and white-label
On Nov 5 DHD Films planned to bring clients and a possible panel to the AI Healthcare Summit, raised a white-labelled DHD Intelligence, and wants a Vū Mini for December events.
🌱
Tampa Bay Thrives dashboard demo
On Nov 5 Carrie Zeisse agreed to a Vū executive-dashboard demo with mock data for the AI Summit and the Dec 14 board meeting, plus a possible student co-design project. On Nov 12 the KPI board dashboard was prioritised (prototypes in about two weeks), alongside a Sunscale interactive check-in display for a Hillsborough County pilot school and a longer-term wellness-room coordinator hub.
🌱
DI partner integration and MCP access
On Oct 26 DI saw a production walkthrough of Vū Intelligence, Vū Studio and creator tools; next steps are Safe Pass identity integration, MCP access for partners and final token pricing.
🌱
AVI-SPL / XTG Vibe events
On Oct 19 XTG agreed to pursue a Vū creative-partner activation at Vibe Tampa (Raymond James, December); XTG runs 10–12 US Vibe events a year.
🌱
NC Chamber Women Lead NC photo booth
On Oct 29 NC Chamber scoped a sponsor-branded AI photo booth for its Dec 2 event (~1,200 attendees) and will send final concepts the following week.
🌱
Elon University Intelligence beta
On Oct 15 Bryan Baker explored a campus-wide Vū Intelligence beta across classes, athletics and communications; Vū will add media servers and seats, and Elon is weighing a larger studio wall.
🌱
Arthrex History of Arthrex experience
On Nov 5 Arthrex Studio X aligned on the interactive History of Arthrex prototype for a mid-December presentation to Reinhold.
🌱
Visit Florida governor's tourism conference
On Nov 5 Matsu Pfeiffer offered introductions and a possibly comped booth at the Florida governor's tourism conference, putting Vū in front of DMOs.
🌱
Hylton HS regional demo studio
On Oct 23 Pizza Balsamo proposed positioning Hylton High as a regional Vū demo studio for administrators and partners, with a case study.
🌱
StoryFi camera tracking and BrightSign
On Oct 14 Aaron Kluck validated 3D tracking with layered video for non-technical operators and is considering Vū in place of some BrightSign use.
Calls Reviewed — Oct 14 – Nov 13, 2026
DateMeetingAttendeesSentimentVū-Specific Takeaway
Nov 12Mayo ClinicThom Belda, Charles PricePositiveVision video and day-one experience brainstorm for the new immersive learning gallery: space-focused vision video, evergreen interactive history wall, digital twin and clickable campus map, gesture control, Vū Sim and synced multi-screen playback including the 30-foot wall. Mayo will supply construction documents (NDA in place); space ready in March; style options and personas still to be agreed.
Nov 12Tampa Bay ThrivesCarrie ZeissePositiveWorking session on the school-wellness deliverables: the earlier dashboard prototype was well received and the KPI board dashboard is prioritised for the Dec 14/15 board meeting, with spreadsheet upload for monthly refresh and brand styling. A Sunscale interactive check-in display will be prototyped (Hillsborough pilot preferred; Pinellas IRB constraints), and a wellness-room coordinator hub is scoped as longer term.
Nov 10AccentureJohnathon MoeserNeutralVū Intelligence review before a Friday design-thinking session: Auto Join Calendar and Actions betas enabled on John's account; image analysis of sticky-note photos in the session folder confirmed. Bugs: an error box displaced the record control (close button being hot-fixed) and in-call view switching via @-tags was unreliable. Requests: in-chat image/video upload to session folders, configurable transcript retention (e.g. 48 hours), anonymised speaker personas (needs R&D). Calendar session picker expected in the Nov 24 release.
Nov 9Tampa General Hospital / DC ProductionsLauren Prager (TGH); Bella Gigante, Chris Wilson, Samantha Golden (DC Productions)PositiveNEXT Summit / Innovation Week kickoff: Vū Intelligence insights agreed as the primary deliverable, with soundboard (XLR) capture for the main stage, shared-session devices for up to 3 concurrent breakouts, one event moderator and about two lobby totems. Anonymised insights shared; transcripts internal-only or self-destructing; opt-in needed for personalised follow-up. Device supply, hardline network and live Q&A/polling scope still open.
Nov 6Singapore MOERichie Koh, Daphne Tay, Karen Chiah (MOE); Wilfred Wee, Chong Yoke Sim (Accenture)PositiveVū Intelligence demo for MOE's Nov 14 multi-table facilitator event: per-table capture with an aggregated main-screen summary. MOE wants audio, transcripts, mind map and notes downloadable; a US-hosted trial starts now, with containerised deployment on Accenture Singapore AWS accepted in principle and GCC judged impractical on lead time.
Nov 5DHD FilmsHussain Manjee, Shezad ManjeePositiveAligned DHD on the AI Healthcare Summit (client invites, a possible AI & healthcare marketing panel). Kristy will give DHD editor access to Vū Intelligence; DHD raised a white-labelled DHD Intelligence and wants a Vū Mini for December events.
Nov 5Tampa Bay ThrivesCarrie ZeissePositiveScoped a Vū executive dashboard demo (mock, de-identified data, heat maps, multi-source ingestion) for the AI Summit and the Dec 14 board meeting. No cameras or always-on listening in wellness rooms; facilitator-side transcription is the lower-risk path. Possible student co-design project.
Nov 5ArthrexMike Angeloff, Rodney Woosley (Studio X)PositiveReviewed the History of Arthrex interactive experience prototype (desk, product journal, interactable objects, interaction-tracking dashboard) ahead of a mid-December presentation to Reinhold; Arthrex will source the personalised assets.
Nov 5Visit FloridaMatsu PfeifferFrictionFollow-on support session: three players registered and playing, Splashtop remote support installed. Matsu flagged weak on-site handoff (devices left in demo mode or on other accounts) and will forward the email behind a 5-vs-3 licence discrepancy.
Nov 5Visit FloridaMatsu PfeifferFrictionRemote registration of the Capital Welcome Center and US 231 players. The I-95 schedule woke the screen but did not start the playlist and had to be recreated; Eastern vs Central time-zone scheduling needs verification. Offered a comped booth at the Florida governor's tourism conference.
Nov 3AccentureAbdul Rameez, Sean Henry, Madhvi BharadwajNeutralEU AI Act Article 50 evidence review. Web-app AI disclosure accepted; non-compliant models already disabled in Accenture's workspace; SynthID holds for downloads but not on-camera LED capture. M3/M4 evidence targeted Nov 20; audits may begin Dec 2; plain-language accessibility criterion still open.
Oct 29Tampa General HospitalDian Ginsberg and Active Connections leadersNeutralSecond Active Connections listening session. Leaders asked for Outlook/Teams calendar, ticketing and policy-repo integrations and role-based leader/executive portals; concerns about adding yet another tool. Insights-not-transcripts set as the default.
Oct 29NC ChamberEmilea Boyette, Maddy LindsayPositiveWomen Lead NC (Dec 2, ~1,200 attendees) AI photo booth: magazine-cover / sketch concept favoured, sponsor-branded frames and data capture; video outputs avoided and hotspot backup needed for exhibit-hall Wi-Fi.
Oct 29ForteCraig FrankensteinPositiveForte moves fully onto Vū in January. Craig asked where data is hosted (Supabase/AWS, Vercel vs Azure/on-prem, GDPR) and about local mode for shows and branches; agent default settings are not always persisting. Leads: ISE, InfoComm, branch rooms (replacing T1V), Icon/CAA Carolina Panthers.
Oct 28Tampa General HospitalDian Ginsberg, Alice Pauquette, Dennis Dansby, Karna Patel and othersNeutralFirst Active Connections demo of Vū Intelligence. Leaders raised staff-trust, consent and PHI concerns; Karna Patel asked why not build on Palantir/Copilot. Consent-first baseline agreed; integrations and optional vs mandatory rollout undecided.
Oct 27AccentureAnde Johnson, Johnathon MoeserNeutralSCAD debrief: attachments, publish-to-web and editor fixes are live in production. Requests: granular operator permissions, presenter controller mode for viewer links, a structured Context field and mind-map seeding. Asset retrieval still confusing; an image edit failed on a model mismatch.
Oct 27Sesame WorkshopJason PattanNeutralStudio expansion is live, but smaller shoots run from Premiere timelines rather than Vū Studio; Unreal output to the new aspect ratio is blocked by Samsung processor limits and a networking fault kept the wall offline for about two weeks. Interested in trying new Vū AI, live-video and animated-background features.
Oct 27PearsonNicole SerranoPositiveArizona Vū Intelligence reports beat the beta (clearer themes, exec-style report leadership liked). Gaps: speaker attribution, full transcript export, document upload. Austin will run kiosks plus the younger-self photo booth; outputs feed Pearson's 2027 planning.
Oct 26DITim Kail and the DI teamPositiveProduction walkthrough of Vū Intelligence, Vū Studio and creator tools for DI. Next steps: Safe Pass identity integration, MCP access for partners, and final token pricing for AI actions.
Oct 23Prince William County Schools (Hylton HS)Pizza BalsamoNeutralHylton High reported jittery Experiences playback and no clear way to switch HDMI inputs; Vū Intelligence was licence-gated until Cris enabled it. Wants room-audio capture for live mind maps and to become a regional Vū demo studio with a case study.
Oct 23ForteThomas Larson, Grant GustonNeutralOnboarding for a new Forte user who was losing lighting and edit changes across duplicate profiles. Walked through team libraries, sharing, saved presets, templates and wall aspect-ratio handling ahead of an exec shoot.
Oct 21AccentureJohnathon MoeserFrictionEditor and brand-kit review before the Nov 8 Ignite event: AI precise-placement edits succeeded roughly 15% of the time, generated imagery missed Accenture's illustration style, and a microsite import landed outside its folder. Public canvas links targeted for the October release; vanity URLs and icon packs not committed.
Oct 19Blackstone PublishingSean ThomasNeutralUses Vū Studio for book-trailer and interview backdrops on a 32 × 13 ft wall. Reported crushed, blocky blacks on camera; wants pixel-mapping setup help and technical training, and is interested in Experiences and the AI Photo Booth wizard (due end of month).
Oct 19Mayo ClinicJohn Milford, Brad Sager (AVI-SPL)NeutralMayo immersive lab / lobby configuration with AVI-SPL: head-end Vū server, NVX routing, 3 Studio Pros and 17 displays quoted. Open: whether Vū controls studio lighting and whether commissioning uses the new Jan 1 player or the legacy player.
Oct 19ArthrexTim Matias, Jacob MoranPositiveMonthly sync: library-click hotfix and performance fixes landed; microsites, brand profiles and fleet view well received. Arthrex app launch/close supported; the in-app close button is still to be tested.
Oct 19AVI-SPL / XTGGarrett Cureton, Mark Coxon, Brandi MursuPositiveExplored a Vū creative-partner activation at the December Vibe Tampa event (Raymond James): fast-setup kiosks, AI photo booth, avatar and gesture options sized for short load-in windows. Field-marketing approval pending.
Oct 19Tampa General HospitalDian Ginsberg; TGH instructional design, clinical education and ITPositiveCulture Institute discovery: Vū Intelligence, VūSim and microlearning microsites for blended training. TGH asked about two-way LMS integration (xAPI/SCORM) and strict PHI guardrails; persistent iframe links confirmed.
Oct 16AccentureJohnathon MoeserFrictionNo first-class white-paper PDF export (browser print workaround), generated asset URLs hard to find, editor/preview bugs, and Actions suggestions too generic. Major microsite update shipped same day; Intelligence-folder fix targeted end of month.
Oct 15Mayo ClinicThom BeldaPositivePlanning Javits demos and November site visits for the Siebens fifth-floor gallery (opening late Feb – mid Mar). Kristy asked for DWG/BIM files to seed the Vū content planner; real-time features depend on show-floor internet.
Oct 15Visit FloridaMatsu Pfeiffer, Brian Estep, Tammy SylvesterNeutralVū Studio onboarding for Visit Florida IT: asset library, present mode, playlists, scheduling and the Display Dashboard. Players sit on a free/personal plan and must move to the team Pro plan; session mode planned for production.
Oct 15Elon UniversityBryan BakerPositiveExplored Vū Intelligence beta for Elon's School of Communications and campus; key evaluation point is token spend metering. Vū will add media servers and seats for the pilot; Elon is weighing a larger studio wall.
Oct 14StoryFiAaron Kluck, Craigen OsterPositiveConfirmed 3D camera tracking works with a video background plus layered plates. Aaron wants tracking kept in the new cross-platform player, Pixel Streaming / NDI guidance for Unreal, and is considering Vū in place of some BrightSign use.
Test Run Health
Latest Status
● Failed
Run #79 · Sep 23
Avg Pass Rate
83%
Last 5 runs
Failed (Latest)
9
of 55 tests · Run #79
Avg Duration
15m 16s
Last 5 runs
Runs on Record
5
feature/remote_lights
Signals
🔴
Latest Run #79 Failed — 9 of 55 Tests Failed
Run #79 (Sep 23, feature/remote_lights, staging, triggered by arastro via workflow_dispatch, chromium) finished with 31 passed / 9 failed / 15 skipped / 0 flaky in 28m 37s. Pass rate fell to 56% from 94% on prior Run #61 (−38 pts).
🟡
Avg Pass Rate 83% — No New Runs in 51 Days
Average pass rate across the 5 recorded runs (#41, #42, #52, #61, #79) is 83%. The newest run is #79 on Sep 23 (51 days ago); no new runs since — no new runs, not a broken feed (dashboard reachable, login OK).
Pass / Fail by Run
Recent Runs
ℹ️ Run data sourced from vu-playwright-dashboard.vercel.app (requires login). Data last captured Nov 13, 2026, 6:55 AM ET (latest Run #79, Sep 23, 2026).
All Snapshots — Newest First