AI Org Review

AI OrgReview helps organizations understand where AI could create value and what that means for their workforce. Combining an AI-powered diagnostic with Sia’s transformation expertise, it connects the work people perform to opportunities for augmentation, automation and broader organizational redesign.

Scan and understand the work

Start with existing job descriptions, organizational charts and process documentation. AI OrgReview extracts roles and tasks to build a structured view of the organization. Headcount, workload and cost information add detail to capacity and financial estimates, while occupational benchmarks can help supplement incomplete task descriptions.

Assess exposure and model potential value

Analyze AI opportunities at task level, then explore the implications across roles, teams and departments. Exposure heatmaps and detailed task analysis help identify where to investigate further. Low, base and high scenarios model potential FTE-equivalent capacity savings and associated ROI, giving decision-makers a range of outcomes to assess.

Validate findings and prioritize use cases

Sia combines the diagnostic results with business context through subject-matter interviews and validation sessions. A portfolio of 5–12 use cases considers potential impact, implementation feasibility and organizational readiness, helping teams decide where to start and how to sequence investment.

Build the workforce transformation roadmap

The 4–5-week engagement translates findings into recommendations for work design, skills development and resource allocation. Leaders receive a clearer view of the roles and activities to prioritize, the assumptions behind the business case, and the changes needed to move from AI potential to implementation.