“What Tasks Are Starting Soon or Overdue”
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What Tasks Are Starting Soon or Overdue

Built from: Autotask PSA
How this report was made
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Autotask PSA
Multiple data sources combined
2
Proxuma Power BI
Pre-built MSP semantic model, 50+ measures
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AI via MCP
Claude or ChatGPT writes DAX queries, executes them, formats output
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This Report
KPIs, breakdowns, trends, recommendations
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What Tasks Are Starting Soon or Overdue

This report provides a detailed breakdown of what tasks are starting soon or overdue for managed service providers.

The data covers the full scope of Autotask PSA records relevant to this analysis, broken down by the key dimensions your team needs for day-to-day decisions and client reporting.

Who should use this: Service desk managers, dispatch leads, and operations teams

How often: Daily for queue management, weekly for trend analysis, monthly for capacity planning

Time saved
Manual ticket analysis requires exporting data and building pivot tables. This report does it automatically.
Queue health
Stuck tickets, aging backlogs, and escalation patterns become visible at a glance.
Process improvement
Data-driven decisions about routing, staffing, and escalation rules.
Report categoryTicketing & Helpdesk
Data sourceAutotask PSA · Datto RMM · Datto Backup · Microsoft 365 · SmileBack · HubSpot · IT Glue
RefreshReal-time via Power BI
Generation timeUnder 15 minutes
AI requiredClaude, ChatGPT or Copilot
AudienceService desk managers, dispatch leads
Where to find this in Proxuma
Power BI › Ticketing › What Tasks Are Starting Soon or Overdue
What you can measure in this report
At a Glance
Overdue Tasks by Status
Projects with Most Overdue Tasks
Tasks Starting Soon
Key Insights
Overdue Tasks
Status: New
In Progress
Service Call Overdue
Starting Today
Starting This Week
Starting Next Week

Task Schedule & Overdue Analysis

Overview of all open project tasks — overdue, in progress, and approaching start date — queried directly from Autotask PSA.

Data sourceAutotask PSA
Report dateMarch 2026
ScopeAll projects & task types
DatasetDemo (synthetic data)
At a Glance
Key task schedule metrics pulled from your PSA system.
434
Overdue Tasks
End date passed, not complete
313
Status: New
72% of overdue tasks not started
114
In Progress
Started but past deadline
3
Service Call Overdue
Time-sensitive service tasks
View DAX Query — Overdue Task KPIs
EVALUATE SUMMARIZECOLUMNS('BI_Autotask_Projects'[project_status_name], "ProjectCount", COUNTROWS('BI_Autotask_Projects'), "AvgDurationDays", AVERAGE('BI_Autotask_Projects'[duration_days]))
Overdue Tasks by Status
Status distribution of all 434 overdue tasks. The majority have never been started, which points to scheduling debt rather than work in flight running over.
New
313
In Progress
114
Planned
4
Waiting: Third Party
2
Waiting: Customer
1
View DAX Query — Overdue Tasks by Status
EVALUATE
SUMMARIZECOLUMNS(
    'BI_Autotask_Tasks'[status_label],
    CALCULATETABLE(
        'BI_Autotask_Tasks',
        'BI_Autotask_Tasks'[end_date] < TODAY(),
        'BI_Autotask_Tasks'[status_label] <> "Complete"
    ),
    "Overdue Count", COUNTROWS('BI_Autotask_Tasks')
)
ORDER BY [Overdue Count] DESC
Projects with Most Overdue Tasks
Top 8 projects ranked by overdue task count. Project Happy alone accounts for nearly a third of all overdue tasks.
Project Overdue Tasks Share of Total Priority
Project Happy 132 30.4% Critical
Project Bag 51 11.8% High
Project Anyone 42 9.7% High
Project Set 40 9.2% High
Project Professional 21 4.8% Medium
Project Feel 11 2.5% Medium
Project Him 11 2.5% Medium
Project Allow 11 2.5% Medium
View DAX Query — Top Projects with Overdue Tasks
EVALUATE
TOPN(
    10,
    SUMMARIZECOLUMNS(
        'BI_Autotask_Tasks'[project_name],
        CALCULATETABLE(
            'BI_Autotask_Tasks',
            'BI_Autotask_Tasks'[end_date] < TODAY(),
            'BI_Autotask_Tasks'[status_label] <> "Complete"
        ),
        "Overdue Count", COUNTROWS('BI_Autotask_Tasks')
    ),
    [Overdue Count], DESC
)
Tasks Starting Soon
Tasks with a scheduled start date today, this week, or next week — pulled from the Tasks - Starting measures.
Starting Today
No tasks scheduled today
Starting This Week
No tasks in the current week
Starting Next Week
No tasks scheduled next week

Demo data note

The "Starting Soon" measures rely on task start_date values within a rolling window relative to today's date. This demo dataset contains historical task records that predate March 2026, so no tasks fall in the upcoming 1–2 week window. In a live PSA environment connected to current project schedules, these cards would populate with real upcoming tasks.

View DAX Query — Tasks Starting Soon
-- Tasks starting today
EVALUATE
ROW(
    "Starting Today", CALCULATE(
        COUNTROWS('BI_Autotask_Tasks'),
        'BI_Autotask_Tasks'[start_date] = TODAY()
    ),
    "Starting This Week", CALCULATE(
        COUNTROWS('BI_Autotask_Tasks'),
        'BI_Autotask_Tasks'[start_date] >= TODAY(),
        'BI_Autotask_Tasks'[start_date] <= TODAY() + 7
    ),
    "Starting Next Week", CALCULATE(
        COUNTROWS('BI_Autotask_Tasks'),
        'BI_Autotask_Tasks'[start_date] > TODAY() + 7,
        'BI_Autotask_Tasks'[start_date] <= TODAY() + 14
    )
)

The headline number here is 434 overdue tasks — and the breakdown tells a clear story. Of those, 313 (72%) have a status of "New," meaning they were scheduled, had an end date assigned, and then were never actually started. This is scheduling debt, not work-in-flight that ran over.

The remaining 114 tasks are In Progress and past their deadline. That is a smaller but more operationally urgent group: engineers are actively working on these, but the original timeline has already slipped. Project Happy is the single biggest contributor at 132 overdue tasks, which warrants a focused review of whether its scope, resourcing, or timeline is realistic.

On the "starting soon" side, the demo dataset shows no upcoming tasks in the next two weeks. In a live environment, this view gives project managers a two-week runway to prepare resources, confirm client readiness, and surface any conflicts before tasks go active.

Key Insights
Findings and recommended actions based on this analysis.

72% of overdue tasks were never started

313 out of 434 overdue tasks have a "New" status. These were put on the schedule and given a deadline but work never began. This signals a systemic planning problem: tasks are being created and dated without a realistic plan to execute them. A triage session to close, reschedule, or reassign these tasks will clean up your backlog significantly.

Project Happy holds 30% of all overdue tasks

With 132 overdue tasks, Project Happy is the single largest contributor to task backlog. This volume suggests either a scope creep issue, under-resourcing, or a project that has been de-prioritized but not formally closed or rescheduled. A project health review is overdue.

Three service call tasks are overdue

Service call tasks are typically time-sensitive and client-visible. Three are currently past their scheduled end date. These should be reviewed immediately to confirm whether work was completed but not marked done, or whether the client is waiting on delivery.

Use the "starting soon" view as a weekly ritual

The tasks starting today/this week/next week measures are most valuable when used proactively — reviewed every Monday morning to identify what is coming up, who owns each task, and whether the client has been informed. Building this into a weekly standup removes last-minute surprises from your project delivery pipeline.

Frequently Asked Questions
What counts as an overdue task?
A task is considered overdue when its end_date is earlier than today's date and its status is not "Complete". This excludes tasks that were completed on or before their deadline, even if they finished late relative to original estimates.
Why do the "starting soon" measures show no data?
The demo dataset used for this report contains historical task records. No tasks in the dataset have a start_date falling within the next 1–14 days relative to March 2026. In your live PSA environment, these measures will return real upcoming task counts based on your current project schedules.
How is the primary resource identified for each task?
In the Autotask PSA data model, the primary resource is stored in the primairy_resource_name column (note: this is the column name in the source data, including the typo). If a task has multiple resources, only the primary is used in this report. Additional resources can be found in the task assignments table.
Can I filter this report by client or engineer?
Yes, in the live Power BI dashboard version of this report, you can apply slicers by company, project, assigned resource, and task type. The AI-generated HTML report here shows aggregate data, but the dashboard gives you full drill-through capability to find exactly which tasks need attention for a specific client or team member.
What is the difference between a project task and a service call task?
Project tasks are work items within a formal project in Autotask, typically with a project manager, milestones, and a structured delivery timeline. Service call tasks are work items attached to a service call (ticket), usually ad-hoc and client-initiated. The overdue count of 434 covers project tasks; the 3 service call overdue tasks are tracked separately because they carry different SLA implications.

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