The daily AI management briefing.
Every day TeamEye generates a concise management briefing — areas requiring management attention, workload concerns, collaboration issues, engineering activity changes, operational anomalies and recommended manager actions. Instead of reading hundreds of events, you get a 30-second summary.
What needs attention today?
Stop checking dashboards. Know where manager attention is needed.
Sara Jensen carries two critical flags: sustained overload (9 of 14 days, 4.2× median) and weekend push pattern consistent with deadline stress. Immediate 1:1 recommended.
Alex Kim shows a rhythm break — output dropped 42% vs personal baseline. MR reviews fell 11 → 3. Worth a direct conversation. The remaining 5 are steady.
Detect what the team's activity is signalling, every morning.
Three intelligence reads land in your inbox at 08:00. No new tool to log into, no dashboard to babysit, no scoreboard for anyone to argue with.
A single briefing that shows what needs management attention today.
An AI-written risk assessment of the last five working days, grouped by signal strength. Names you know, patterns you can act on, and the two or three people worth an intervention.
- Sent at 08:00 in your timezone
- One-click thumbs up / thumbs down to tune it
- Evidence shown — never just a verdict
1 needs you today · 1 warning · 5 steady · 1 on leave.
9 of 14 days at 4.2× median output. Weekend push pattern detected. Immediate 1:1 recommended.
1 MR shipped vs. 4 last week. Reviews dropped from 11 → 3. No leave registered.
Healthy commit cadence and review flow. Marcus Chen on approved leave until Jun 2.
See individual and team-level operating patterns in one place.
Click any name in the briefing to see twelve weeks of their rhythm — commits, reviews, MR cadence — plotted against their own baseline. Changes surface workload pressure, delivery risk and collaboration breakdowns automatically.
- Compared to a personal baseline, not the team
- Holidays and weekends excluded automatically
- No leaderboards, ever
Alex Kim · activity trend
−42%Ask anything about your team, in plain language.
Instead of opening GitLab and manually cross-referencing graphs, just ask. The AI advisor is grounded in the same 14-day operational window as the morning briefing — and answers in seconds.
- Multi-turn conversation, no data literacy required
- Drill into specific people, patterns or risks
- Answers grounded in your actual data — no hallucinations
We don't just connect to Jira. We keep it healthy.
Most teams discover Jira is broken when a sprint review goes sideways. TeamEye audits your board continuously — flagging stale tickets, missing estimates, and stuck issues — so your data stays trustworthy before it matters.
- Data Trust score updated every sync cycle
- Alerts when hygiene drops below your threshold
- Read-only — no write access ever needed
Understand team health without surveillance.
TeamEye is built to help managers support their teams — not to monitor, judge or score engineers. That principle shapes every design decision.
- Record screens
- Track keystrokes
- Monitor webcams
- Measure mouse movement
- Inspect private conversations
- Read or store code
- Read work patterns
- Detect collaboration signals
- Surface operational risk signals
- Generate manager guidance
- Show every engineer their own data
- Enable informed conversations
The goal is not to monitor employees. The goal is to help managers support them.
Operational visibility for engineering organizations.
TeamEye connects engineering activity, delivery flow, reliability signals and availability context into one management view, helping leaders notice risks before they become costly problems.