Case study — Agentic AI & HR Transformation

From HR processes to workforce execution: agentic HR for a global IT services enterprise

Early value in 5–6 months, not years.

A 12–15 month transformation to an AI-native, human-in-the-loop HR operating model — with AI colleagues executing workflows under governance — delivering early value within the first 5–6 months.

At a glance

The engagement.

01

Client

Global IT services enterprise (anonymised at the client’s request).

02

Programme

Agentic HR transformation across the employee lifecycle, planned over 12–15 months.

03

VVnT SeQuor role

AI transformation and execution partner — vision, roadmap, solution architecture, AI-native delivery.

04

Governance

Role-based access control, human-in-the-loop checkpoints, full audit trails and global compliance.

The challenge

What had to change.

01

Fragmented systems

HR data and workflows spread across disconnected systems and spreadsheets.

02

Slow decisions

Decision cycles of 60–90 days, with manual calibration and approvals.

03

Reactive support

HR support that responded to issues rather than anticipating them, with limited workforce visibility and no reliable read on employee pulse.

What we did

How VVnT SeQuor delivered.

01

Vision & roadmap

Defined the agentic HR vision, operating model and phased roadmap.

02

Architecture & workflows

Provided AI consulting and solution architecture; designed AI-driven workflows and user experience.

03

AI-native delivery

Applied an AI-native development lifecycle with AI architects, developers and data engineers working alongside the client’s teams.

04

Lifecycle coverage

Use cases across performance management, compensation, career development, resource fitment, global mobility, background verification, HR shared services and employee sentiment.

Outcomes

The results.

Figures as reported for this engagement.

5–6 months
TO EARLY VALUE
50–70%
LESS MANUAL EFFORT IN PERFORMANCE & COMPENSATION WORKFLOWS
60–70%
FASTER HR QUERY RESOLUTION VIA AN HR HELPDESK AGENT
01

Three AI agents — HR helpdesk, compensation and performance — operational or in deployment.

02

Real-time compensation simulation and continuous performance insights replacing annual, spreadsheet-driven cycles.

03

Proactive HR interventions driven by employee pulse and workforce signals.

04

Phase 2 scales across business units; Phase 3 targets a fully agentic HR ecosystem with continuous optimisation.

Services involved: GenAI & Agentic AI Development, Agentic Workforce Platform, AI Colleague, Architecture Advisory.

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