Vertical Applications
AI in Talent: Compress Cycles, Multiply Throughput – With Governance Built In
AI can compress hiring cycles from weeks to days and multiply recruiter throughput 10x. But ungoverned AI in hiring creates bias at scale, regulatory exposure, and decisions nobody can explain.
What is at stake
Bias Amplification
AI screening tools can encode and scale existing biases across thousands of candidates – without anyone noticing until the damage is done.
Regulatory Exposure
The EU AI Act classifies AI in employment as high-risk. GDPR and CNDP require transparency in automated decisions affecting individuals.
Shadow AI in Hiring
Recruiters and hiring managers are using AI tools – ChatGPT, screening bots, sourcing extensions – without governance, oversight, or risk classification.
Augmented HR Sprint
2 weeks
A governance diagnostic for your People & Talent function. We map every AI tool in use, classify risk levels, define decision rights, check GDPR/CNDP compliance, and deliver a 90-day governance-aware adoption roadmap.
- · AI tool inventory across HR/talent functions
- · Risk classification by autonomy level
- · Decision rights matrix for talent AI
- · GDPR/CNDP compliance check
- · 90-day roadmap
For: CHRO, VP People, Talent Director
Governance-Aware AI Adoption for HR Teams
Modular
A 10-module program that builds AI competency through a governance lens. Ethics, risk awareness, and regulatory compliance are built into every session, not bolted on as an afterthought. Works without LLM access.
- · 10 modules (21.5 hours total)
- · Interactive assessment & prompt tools
- · ROI measurement framework
- · Works without LLM access (9/10 modules)
For: CHRO, L&D Director
Why me
I have built and operated talent businesses across Europe and Africa for 18+ years. I do not teach AI in HR from slides. I have governed it in production. This is governance applied, not theory presented.
Part of a larger governance framework
Augmented HR is one vertical application of a broader AI governance practice. Every recommendation connects to enterprise-level risk accountability, decision rights, and regulatory compliance.
Explore the full governance advisory →