Taro sees the incident before your team feels it.

TARO scans for overdue tasks, stalled workflows, velocity drops, and blocked dependencies then surfaces risk drivers and exact action recommendations before they become incidents.

Taro
How it works

From a URL to a full prospect dossier in four steps

No forms to fill. No manual research. No copy paste into spreadsheets. Lio does the entire discovery workflow for you.

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Scan

Four risk signals scanned across every sprint, every day

TARO monitors four distinct categories of project risk simultaneously not at the end of the sprint, not when someone files a report, but continuously. Every task state change, every velocity shift, every new dependency added updates the risk picture in real time.

Classify

Every risk scored by severity and deadline proximity

Not every overdue task is a crisis. Not every velocity dip is a red flag. TARO scores each detected risk against two axes how serious it is and how close to the deadline it sits then classifies it into one of three tiers so teams know exactly which risks need immediate attention and which need monitoring.

Recommend

Not just a warning. An exact action to take.

TARO doesn't stop at there's a risk. It tells you the specific action to resolve it which task to unblock, which person to reassign to, which scope item to defer with the reasoning behind each recommendation clearly shown. The difference between a risk alert that creates anxiety and one that creates action.

Track

Risks stay on the radar until they are actually resolved

Accepting a recommendation marks it as in progress but TARO keeps monitoring. If the blocker isn't resolved, the severity escalates. If the stalled task sees no movement after the reassignment, a follow up alert fires. Risks don't silently disappear from the dashboard just because someone clicked acknowledge.

Tracked until resolvedAuto escalates on inactionClears on resolution
Why Risk Prediction

Six reasons teams never go back

The difference between a risk that becomes an incident and one that gets resolved cleanly is almost always timing. TARO buys your team the time to act.

Risks surface before they become incidents

Risks surface before they become incidents

A blocker flagged on day 2 gets fixed on day 3. A blocker discovered on the day before the deadline triggers an emergency. TARO is designed to eliminate the second scenario entirely.

Action recommendations, not just alerts

Action recommendations, not just alerts

Every risk in TARO comes with a specific recommended action. Not there's a velocity problem. Exactly which tasks to defer, which blocker to escalate, which person to reassign to.

Four signals, one unified risk view

Four signals, one unified risk view

Overdue tasks, stalled workflows, velocity drops, and blocked dependencies all scanned together not four separate reports your team has to manually cross reference to understand the full picture.

Severity tiering means the right urgency every time

Severity tiering means the right urgency every time

Not every risk is a fire. TARO's severity scoring tells you which ones need immediate attention, which need monitoring, and which are low enough to log and move on so teams don't treat everything as critical.

Risks escalate automatically if ignored

Risks escalate automatically if ignored

An unresolved high severity risk doesn't stay at high. TARO escalates it as the deadline approaches with increasing urgency so nothing gets acknowledged and forgotten while the deadline quietly closes in.

Stalled workflows caught before anyone notices

Stalled workflows caught before anyone notices

Tasks can sit in In Progress for 48 hours without anyone touching them. TARO flags every stall the moment it exceeds your configured threshold before the standup where no one can explain why nothing moved.

See your real risks, not the ones nobody mentioned

Connect your sprint. TARO surfaces the first risk in under a minute.

Who uses it

Built for every team where slipped sprints have consequences

Engineering leads, PMs, and scrum masters all use Risk Prediction for the same core outcome: knowing about a problem when there's still time to do something about it. The retrospective is where you document what happened. Risk Prediction is what you use so fewer things happen.

800+

product teams

4x

Earlier risk detection

78%

Fewer unplanned incidents

91%

Action recommendations acted on

0

Silent incidents

Engineering Leads

Why didn't anyone flag this? stops being asked in the retro.

Engineering leads open TARO's risk dashboard at the start of each day and see everything that's moved since yesterday new blockers, stalled tasks, velocity shifts. The daily standup becomes a confirmation of what TARO already flagged, not a discovery session for problems that have been building for three days.

Why didn't anyone flag this? stops being asked in the retro.
More from TARO

Risk prediction is just the start

TARO's intelligence covers the full delivery lifecycle from the moment a task is created to the day the sprint closes.

Questions & answers

Everything you need to know about Risk Prediction

Common questions from engineering leads, PMs, and scrum masters evaluating TARO's risk engine.

When a task is marked as blocked in TARO, the risk engine immediately maps all downstream tasks that depend on it and flags the entire chain. The severity assigned to the blocker depends on three factors: how many tasks are waiting on it, whether any of those tasks are on the critical path to a sprint deadline, and how many days the task has been blocked. A blocker with 3 downstream dependents and a Friday deadline gets flagged Critical immediately. A blocker on a non-critical path with no dependents gets flagged Monitor. TARO also distinguishes between internal blockers (another team member has the work) and external blockers (waiting on a third party), since external blockers historically stay open longer and are weighted higher.

Network background
Risk Prediction

Stop discovering risks in the retrospective.

See every blocker, stall, and velocity drop before it becomes your team's next fire drill.