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Use Cases

Practical AI applications with clear business value. Each use case includes signals to help you identify fit, expected impact, and a typical approach.

Quick Win

Intelligent Invoice Processing

FinanceCross-industry

Finance teams receive invoices in dozens of formats: PDFs, scanned images, emails, even handwritten notes. Staff manually extract vendor details, amou...

Impact

70-85% reduction in manual data entry time

Processing time reduced from days to hours

Fewer payment errors and late fees

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Medium

Crew Demand Forecasting

HRConstruction

HR teams handle crew demand forecasting for projects across sites, projects, and field crews where timing and safety constraints matter. Work often de...

Impact

30 to 50 percent reduction in time spent on crew demand forecasting

Faster decisions when operational conditions change

Fewer errors and rework in crew demand forecasting

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Medium

Skills Gaps

HRConstruction

HR teams handle skills gaps for trade and engineering across sites, projects, and field crews where timing and safety constraints matter. Work often d...

Impact

30 to 50 percent reduction in time spent on skills gaps

Faster decisions when operational conditions change

Fewer errors and rework in skills gaps

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Strategic

Succession Risk

HRConstruction

HR teams handle succession risk for pms across sites, projects, and field crews where timing and safety constraints matter. Work often depends on proj...

Impact

30 to 50 percent reduction in time spent on succession risk

Faster decisions when operational conditions change

Fewer errors and rework in succession risk

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Strategic

Scenario Modelling

HRConstruction

HR teams handle scenario modelling for mobilisation across sites, projects, and field crews where timing and safety constraints matter. Work often dep...

Impact

30 to 50 percent reduction in time spent on scenario modelling

Faster decisions when operational conditions change

Fewer errors and rework in scenario modelling

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Medium

Vacancy Impact

HRConstruction

HR teams handle vacancy impact for schedule across sites, projects, and field crews where timing and safety constraints matter. Work often depends on ...

Impact

30 to 50 percent reduction in time spent on vacancy impact

Faster decisions when operational conditions change

Fewer errors and rework in vacancy impact

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Quick Win

CV Screening

HRConstruction

HR teams handle cv screening for site roles across sites, projects, and field crews where timing and safety constraints matter. Work often depends on ...

Impact

30 to 50 percent reduction in time spent on cv screening

Faster decisions when operational conditions change

Fewer errors and rework in cv screening

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Medium

JD Optimisation

HRConstruction

HR teams handle job description optimisation across sites, projects, and field crews where timing and safety constraints matter. Work often depends on...

Impact

30 to 50 percent reduction in time spent on job description optimisation

Faster decisions when operational conditions change

Fewer errors and rework in job description optimisation

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Medium

Shortlisting By Project And Discipline

HRConstruction

HR teams handle shortlisting by project and discipline across sites, projects, and field crews where timing and safety constraints matter. Work often ...

Impact

30 to 50 percent reduction in time spent on shortlisting by project and discipline

Faster decisions when operational conditions change

Fewer errors and rework in shortlisting by project and discipline

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Quick Win

Interview Packs

HRConstruction

HR teams handle interview packs across sites, projects, and field crews where timing and safety constraints matter. Work often depends on project peak...

Impact

30 to 50 percent reduction in time spent on interview packs

Faster decisions when operational conditions change

Fewer errors and rework in interview packs

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Medium

Hiring Cycle Time Analysis

HRConstruction

HR teams handle hiring cycle time analysis across sites, projects, and field crews where timing and safety constraints matter. Work often depends on p...

Impact

30 to 50 percent reduction in time spent on hiring cycle time analysis

Faster decisions when operational conditions change

Fewer errors and rework in hiring cycle time analysis

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Medium

Policy Qanda

HRConstruction

HR teams handle policy qanda for site rules across sites, projects, and field crews where timing and safety constraints matter. Work often depends on ...

Impact

30 to 50 percent reduction in time spent on policy qanda

Faster decisions when operational conditions change

Fewer errors and rework in policy qanda

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