Services · AI Advisory
Make AI work for your people, not the other way around.
Independent AI advisory for HR and talent acquisition teams.
We help you build practical skills, evaluate technology, find the right opportunities and put AI to work responsibly.
- Platform-agnostic
- Practitioner-led
- Employee-centered
Four ways to work with us
AI takes more than new software
AI now arrives inside the HR systems you already run, in vendor roadmaps and in the applications candidates send. Getting value from it depends on people who know how to use it, work worth applying it to, and clear guardrails.
Each of these is a place to start a conversation. We set the scope with you.
AI Learning & Adoption
Corporate AI Study Clubs, practical training and peer learning.
AI Vendor Selection
Independent product evaluation and buying decisions.
AI Opportunity & Readiness
Find and prioritize applications that are valuable and achievable.
AI Workflow & Governance
Responsible automation with human oversight.
AI Learning & Adoption
Learn together, with the tools you've approved
In a Corporate AI Study Club, we facilitate a recurring learning community inside your organization. Employees explore your approved tools, share practical uses and learn from one another. It is a trusted space for learning, not performance monitoring or a sales pipeline.
The idea comes from System Admin Insights, where the first AI Study Club runs. It is a service concept we shape with you, not an off-the-shelf program.
We also help you plan how recruiters, hiring managers and administrators take up AI features without adding to change fatigue.
What clients receive
- A structured learning program
- Facilitated discussions
- Practical exercises
- Shared use cases
- A clearer picture of where employees need support
AI Vendor Selection
Choose AI products on evidence
We evaluate AI products and capabilities for functionality, data protection, integration, governance, total cost and real business value, building on our vendor selection work.
That includes the AI features your HR systems already include or offer: what they do with candidate data, and whether they fit the way your teams work. We pressure-test what vendors say their AI does, so you know which questions to ask before you switch a feature on or sign a contract.
What clients receive
- Requirements development
- Product demonstrations and evaluations
- Vendor comparisons
- Coordination of data, privacy and security due diligence
- Recommendations grounded in your operational needs
AI Opportunity & Readiness
Start where AI can actually help
We look for repetitive work, scattered information, reporting bottlenecks and processes where AI could extend what your people can do. Then we prioritize by feasibility, business impact, data readiness, risk and employee experience.
We check whether your data, workflows and configuration are ready for AI to help, rather than to amplify problems that already exist, starting with the AI already in your systems.
What clients receive
- An opportunity inventory
- A feasibility and risk assessment
- Prioritized use cases
- A practical adoption roadmap
AI Workflow & Governance
Put AI to work with people in the loop
We design bounded AI workflows with human approval points, ways to check the output, and operating procedures your team can follow.
We work through the questions AI raises in hiring, from bias and transparency to privacy rules such as GDPR and the EU AI Act, alongside your HR, legal, IT, privacy and security teams. Where specialist security, privacy or legal expertise is needed, we bring it in; we don't provide those services ourselves.
What clients receive
- Workflow designs
- Defined responsibilities and approval points
- Operating procedures
- Testing and evaluation criteria
- Recommendations for ongoing oversight
How we work
We are practitioners first. Our view of AI comes from running and configuring the systems it is being built into, not from vendor demos.
Understand your people and systems
We begin with how your HR technology is configured and used today, not with AI in the abstract.
Evaluate opportunities and risks
We look at what a feature actually does and what it needs from your data and process, and weigh its value against governance, compliance and candidate experience.
Design practical next steps
Advice your team can act on in the systems you already run.
Support adoption
We help your people take up the change, so new tools become everyday practice.
A learning community in practice
The AI Study Club at System Admin Insights
System Admin Insights, the independent community for people who work with HR technology every day, holds an AI Study Club among its community events. It is where the Corporate AI Study Club idea comes from.
Our writing on AI in hiring
AI is changing the candidate side too: auto-apply tools and AI-written applications affect your ATS, your process and your candidate experience.
- What CHROs Should Actually Ask AI Hiring Vendors About Compliance
- The Algorithm Is on Trial: What the Workday Ruling Means for Every ATS Administrator
- You’re US-Based. Why Is the EU Sending You a Compliance Bill?
- AI Candidate Screening: How Does ICIMS Compare?
- When your ATS Becomes a Battleground: The AI Detection Problem Nobody’s Winning
- The Emotional Cost of Keeping Up with AI
More in the Artificial Intelligence category and across our resources.
Related services
Often paired with
Vendor Selection
An independent, client-commissioned evaluation when an AI capability is part of choosing or replacing a vendor.
HR Technology Advisory
Strategic advisory for leaders setting direction for their HR technology, including where AI fits.
Talk to us about AI in your HR technology
Whether you're just getting started or rethinking an AI investment you've already made, we can help you find a sensible place to begin.