TARO predicts your project's actual completion date accounting for team velocity, known blockers, and sprint history. Get predicted date, variance from deadline, and confidence level before you commit.
TARO reads what your team is actually doing not what was planned and predicts the finish date that reflects reality.
Velocity
Before predicting anything, TARO reads your team's real throughput how many tasks were completed per sprint over the last 30, 60, and 90 days, broken down by member, project type, and task complexity. This baseline replaces the optimistic velocity estimates that make every initial deadline wrong.
Blockers
Velocity alone doesn't tell the full story. TARO also reads three additional signals that historical sprint data can't capture: tasks currently marked as blocked, dependencies that haven't resolved yet, and the pattern of how many new tasks have been added mid sprint over recent history. Every risk that could push the date is counted.
Prediction
TARO combines velocity, blockers, scope history, and sprint pattern into a single prediction presented as three actionable outputs. Not a Gantt chart. Not a 40 slide forecast deck. Three numbers you can act on before you commit to a stakeholder date.
Variance
An 8 day variance discovered on week 2 of a 6 week project is recoverable. The same variance discovered the day before launch is not. TARO surfaces the variance the moment it becomes visible with enough runway to reduce scope, unblock tasks, add capacity, or reset the stakeholder expectation before it becomes a crisis.
Every team has delivered a project late that looked on track two weeks before the deadline. Completion Analysis exists to make that stop happening.
Not the date that was set at planning. Not the date your most optimistic team member believes. The date that your current velocity, blockers, and sprint history say will actually happen.
An 8 day slip discovered on week 2 is a planning adjustment. The same slip discovered the day before delivery is a crisis. TARO shows you the gap when there's still time to close it.
A prediction based on 2 sprints of data deserves less trust than one based on 12. TARO tells you exactly how confident the model is so you know whether to act on it immediately or continue monitoring.
Most deadline predictions ignore blocked tasks because they don't know how long they'll stay blocked. TARO counts them, weights them by their deadline proximity, and factors them directly into the completion date.
Sprint planning is inherently optimistic. Sprint history is honest. TARO uses what your team has actually delivered not what they promised as the baseline for every prediction going forward.
When TARO shows an 8 day variance on week 2, you go to stakeholders with a revised date, a plan, and credibility intact. When you discover it on launch day, none of those things are available.
Not the date that was set at planning. Not the date your most optimistic team member believes. The date that your current velocity, blockers, and sprint history say will actually happen.
An 8 day slip discovered on week 2 is a planning adjustment. The same slip discovered the day before delivery is a crisis. TARO shows you the gap when there's still time to close it.
A prediction based on 2 sprints of data deserves less trust than one based on 12. TARO tells you exactly how confident the model is so you know whether to act on it immediately or continue monitoring.
Most deadline predictions ignore blocked tasks because they don't know how long they'll stay blocked. TARO counts them, weights them by their deadline proximity, and factors them directly into the completion date.
Sprint planning is inherently optimistic. Sprint history is honest. TARO uses what your team has actually delivered not what they promised as the baseline for every prediction going forward.
When TARO shows an 8 day variance on week 2, you go to stakeholders with a revised date, a plan, and credibility intact. When you discover it on launch day, none of those things are available.
Connect your project. TARO generates your first prediction in under a minute.
Engineering leads, PMs, scrum masters, and founders all use Completion Analysis at different stages of the project but they all use it for the same reason. The committed date and the real date need to match, and TARO is how you keep them aligned before the gap becomes visible to everyone else.
800+ product teams
already using TARO
Prediction accuracy
Earlier variance detection
Average prediction error
Fewer deadline surprises
Before enrichment, a sales rep spends the first 5 minutes of a discovery call asking basic questions. With Lio, the rep arrives knowing the prospect's role, company size, tech stack, and more.
TARO's intelligence runs across the full project lifecycle from the moment a task is created to the day the sprint closes.
TARO analyses team capacity and suggests exact reassignments to balance overloaded members before a deadline slips with one click to apply.
Tracks overdue tasks, stalled dependencies, and sprint velocity trends surfacing which tasks are most likely to slip before they actually do.
Create sprints, assign tasks, and track timelines in one unified view with TARO's velocity data baked into the capacity estimates from the start.
Type one sentence. TARO generates a fully structured task title, description, priority, due date, and assignee in under 3 seconds. No forms, no clicks.
TARO analyses team capacity and suggests exact reassignments to balance overloaded members before a deadline slips with one click to apply.
Tracks overdue tasks, stalled dependencies, and sprint velocity trends surfacing which tasks are most likely to slip before they actually do.
Create sprints, assign tasks, and track timelines in one unified view with TARO's velocity data baked into the capacity estimates from the start.
Type one sentence. TARO generates a fully structured task title, description, priority, due date, and assignee in under 3 seconds. No forms, no clicks.
Common questions from engineering leads, PMs, and founders evaluating TARO's prediction model.
TARO reads every task currently marked as blocked and applies a delay estimate based on two signals: how long blockers have historically remained open for this team (if your team typically resolves blockers in 2 days, a current blocker adds roughly 2 days of delay), and how deadline critical the blocked task is (a blocked task on the critical path to your deadline adds more delay than one that's parallel). Tasks blocked on external dependencies another team, a vendor, an approval are weighted more heavily because TARO can see they've remained open longer than internal blockers historically do.
Know your real finish date before you give it to a stakeholder.