United StatesManufacturing2026 – ongoing

The Timken Company

AI-assisted employee goals and HR writing in SAP SuccessFactors

Timken made AI-assisted goal generation available to more than 6,000 employees

WorkingVendor case studyVendor ↗

Problem

Timken wanted its HR systems to better support employee development and goal setting.

Approach

Timken enabled AI-assisted goal generation in its existing SAP SuccessFactors environment. It also deployed AI writing tools and job-description enhancement, alongside an interview-question generator in Microsoft Teams. SAP Preferred Success supported the rollout.

Results

>6,000employees able to use AI-assisted goal generation, according to SAPVendor case study[1]

>1,000monthly clicks in the AI-assisted goal-generation tool, according to SAPVendor case study[1]

Takeaway

Availability and tool clicks showed access and activity, without establishing improved employee development outcomes.

Sources

Timken: Putting career development in motion with AI embedded in SAP SuccessFactors solutions
SAP2026Vendor publication

Source summaries

[1]SAP2026

SAP described Timken's deployed AI goal-generation and HR writing tools. It reported access for more than 6,000 employees and more than 1,000 monthly goal-generation clicks.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026