VORTEXDESKOps
The morning briefing product & engineering read over coffee. DAU/MAU, churn, activation funnel, open tickets, overnight incidents. AI separating noise from patterns.
Report, Historical, Team, Admin.
A product team that starts from data.
The same platform views, applied to the product and ops domain. Every morning product & engineering open VORTEXDESK Ops and find the briefing already ready with AI commentary on overnight events.
Report
Complete morning briefing: DAU/WAU/MAU, activation funnel, churn, open tickets, overnight incidents, p50/p95/p99 performance. Quick Chart builder for ad-hoc charts and fullscreen for standups.
Historical & AI Search
Time-travel: open any past day as it was published. AI Q&A on historical product metrics with citations to original data to analyse the impact of every deploy or feature release.
Team & Collaboration
Each squad updates their area of responsibility. The product lead consolidates and promotes to official briefing. Threaded comments on incidents, differentiated roles for engineers, PMs and leadership.
Admin / Configuration
Connected data sources, alert thresholds for DAU, churn and latency, users, roles and audit trail. The platform engineer or devops configures everything without dependencies on other teams.
What product & engineering look at every morning.
DAU / WAU / MAU
Daily, weekly and monthly active users. Historical trend, DAU/MAU ratio as an engagement proxy, breakdown by platform and user segment. Alert on significant drops vs rolling average.
Activation funnel
Conversion at every funnel step: registration, onboarding, first value, activation. Breakdown by acquisition channel, device and cohort. AI identifying step-by-step regressions.
Churn & retention
Monthly churn by segment, retention curve by cohort, leading churner indicators (declining sessions, unused features). Alert when a recent cohort shows retention below benchmark.
Tickets & support
Tickets open, resolved and pending by priority. Average response and resolution time. Automatic topic clustering to identify systemic issues generating the most support requests.
Incidents & uptime
Overnight incidents: severity, duration, impacted services, MTTR. 30-day rolling uptime. AI correlating incidents with recent deploys and flagging recurring patterns.
Performance (p50/p95/p99)
Latency distribution by critical endpoint: p50, p95, p99. Error rate by service. Week-on-week trend and alerts when percentiles exceed configured SLA thresholds.
Send the briefing to leadership with one click.
Keep control.
Every snapshot is shared as a signed link, not an attachment. Named recipients, configurable expiry, watermark with name. Operational metrics do not leave in untracked PDFs to unauthorised recipients.
- Email recipients or entire teams, open tracking
- Expiry: 24h, 7 days, end of sprint
- Watermark with recipient name as filigree
- Threaded comments on the shared snapshot
Your sources, your credentials.
BYO model (bring your own): credentials for your analytics, monitoring and ticketing tools remain yours. Coverage of the most common SaaS stack with ready-made connectors.
Analytics (GA4 / Amplitude / Mixpanel / PostHog)
Connectors for major product analytics tools. DAU/MAU, funnel, cohort, feature adoption. Automatic daily update.
Ticketing (Zendesk / Intercom / Freshdesk)
Native APIs for open/resolved tickets, CSAT, topic clustering. Integration with major customer support and in-app messaging tools.
Incidents (PagerDuty / Opsgenie)
Real-time incident feed: severity, duration, escalation, MTTR. Automatic correlation with recent deploys to identify probable root cause.
Observability (Datadog / Grafana / New Relic)
Infrastructure and application metrics: latency percentiles, error rate, throughput, resource saturation. Alerts when SLA thresholds are exceeded.
Database (Postgres / ClickHouse)
Direct queries on the database for live-calculated metrics: DAU, retention, churn from raw events. For teams that want the source of truth without going through third parties.
CSV + email digest
Manual CSV upload or automatic parsing of tool-generated email reports. For any source not covered by native connectors or for periodic batch data.
Product & engineering start from data with VORTEXDESK.
Guided demo with your monitoring stack. Patterns become visible within minutes.