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AI for UK HR and recruitment teams

AI training for HR Directors, Heads of People, and recruitment agency MDs, with Equality Act and UK GDPR built into every session

Sector-specific training and briefings for HR and recruitment functions at mid-market UK firms with 20 to 500 employees. Built around the two primary buying triggers: Equality Act and UK GDPR exposure when AI tools influence candidate outcomes, and the CIPD competence expectations on HR professionals who rely on those tools. Delivered by UK-based, vendor-neutral facilitators through The AI Consultancy (London) Ltd.

AI Readiness Assessment for HR teamsResponsible AI in Hiring workshop
  • For firms with 20 to 500 employees
  • Vendor-neutral, no reseller commissions
  • A trading style of The AI Consultancy (London) Ltd

Why AI competence is a live question for every UK HR function

HR and recruitment sit at the sharpest end of AI governance: candidate data, protected characteristics, and automated decision-making all land on the HR team's desk. Every figure below carries its source and year.

97%
of UK firms report an AI skills gap inside their own workforce, including the professional-services, HR, and people functions.

Source: IBM Institute for Business Value, 2024.

61%
of professional services firms have abandoned at least one AI project, with skills gaps at leadership level cited as a primary cause.

Source: Skills England / DSIT workforce research, 2025.

55%
of C-suite leaders in professional services rate themselves as the least prepared group in their firm for AI adoption, including on people and hiring decisions.

Source: Skills England / DSIT workforce research, 2025.

The HR and hiring touchpoints a firm has to consider before AI ships

Five regulatory and professional-standards areas every UK HR or recruitment function should have a position on before AI tools touch candidate data. We do not claim alignment or endorsement from CIPD, ACAS, or any other body. This is the working map we use in the briefing and the workshop.

UK-compliant AI-assisted hiring process diagram: sourcing, screening, assessment, interview, and offer stages, with the human-review point marked at each AI-assisted stage.

  1. CIPD Profession Map and Code of Professional Conduct

    Does the HR function meet its professional-competence expectations when AI tools influence hiring decisions?

    The CIPD Profession Map sets out what HR professionals are expected to know and do, and the CIPD Code of Professional Conduct requires members to act with integrity, honesty, and accountability. AI tools used in hiring do not transfer those expectations to the vendor. HR professionals need a working understanding of how the tool scores, filters, or ranks candidates, and a view on whether the output is defensible under the Code.

  2. UK GDPR on candidate data and retention

    Is the lawful basis for processing candidate personal data, and the retention period for unsuccessful applicants, documented before an AI tool sees it?

    Candidate data is personal data under UK GDPR. Recruitment processing usually sits under legitimate interests or, for post-offer checks, performance of a contract. Unsuccessful applicant data has a finite retention period (commonly six to twelve months for future-role consideration, longer only if defensibility under the Equality Act requires it). AI tooling that retains candidate material beyond the firm's documented retention period is a compliance finding the firm needs to catch.

  3. Equality Act 2010 and discrimination risk in automated screening

    Can the firm defend against a claim that an AI screening tool produced a disparate impact on a protected characteristic?

    The Equality Act 2010 prohibits direct and indirect discrimination across nine protected characteristics. An AI screening tool trained on historical hiring data can reproduce and amplify historical bias, producing indirect discrimination without any individual in the firm acting unlawfully. The firm needs a position on how it tests for adverse impact, how it documents that testing, and how it would respond if a candidate challenged a rejection.

  4. UK GDPR Article 22 on automated individual decision-making

    Is any candidate being subjected to a decision based solely on automated processing that produces legal or similarly significant effects?

    UK GDPR Article 22 gives individuals the right not to be subject to a solely automated decision that produces legal or similarly significant effects on them. A rejection at CV-screening stage usually counts. The firm either needs meaningful human review at every automated decision point, or one of the narrow Article 22 exceptions (contract necessity, consent, or UK law authorisation) with safeguards in place. The tool's vendor cannot hold that position on the firm's behalf.

  5. ACAS Code of Practice and right-to-work checks

    Do AI-assisted hiring workflows keep the firm inside the ACAS Code of Practice and the Home Office right-to-work regime?

    The ACAS Code of Practice on disciplinary and grievance procedures, and ACAS guidance on recruitment, set expectations for fair and consistent process. The Home Office right-to-work regime requires specific document checks before employment starts, and the firm (not the tool vendor) carries the penalty for getting it wrong. AI-assisted hiring is compatible with both regimes, but only if the human sign-off points are preserved and the audit trail is retained.

This summary is descriptive, not legal or employment advice. Firms should confirm their own position with their HR Director, General Counsel, or external employment solicitor before adopting any AI tool in a hiring workflow. Learn AI is a trading style of The AI Consultancy (London) Ltd and does not provide legal services.

Three ways to start on the HR & Recruitment track

A dedicated HR workshop, a leadership-level briefing, and a 90-day enablement programme. Each is scoped separately and priced transparently. HR functions often start with the workshop (because the Equality Act and UK GDPR exposure sits primarily at the tool-use level) and add the briefing once a firm-wide position on AI in hiring is needed.

  • Responsible AI in Hiring

    Half-day workshop for up to 20 HR and recruitment staff, in-person or virtual. Built around UK hiring workflows (CV screening, sourcing, interview co-pilot, job-description drafting) and vendor-neutral by design.

    Outcome

    The HR function leaves with a written position on where AI may and may not enter hiring decisions, an Equality Act risk note for the tools currently in use, a candidate-facing transparency statement, and a named owner for the ongoing governance of each AI tool in the hiring stack.

    Price

    £950 + VAT

    Per session. Travel charged separately if delivered in person outside London.

    Workshop details and agenda

  • Executive AI Briefing

    Half-day briefing for 6 to 12 HR Directors, Heads of People, and senior leaders. Sector-specific deck, pre-briefing call, written summary.

    Outcome

    The leadership team leaves with a defensible position on AI in hiring, a ranked shortlist of use cases (screening, sourcing, interview support, onboarding), a governance gap analysis against the firm's current data protection and equal-opportunities posture, and named owners for the next step.

    Price

    £2,500

    Per session.

    Executive AI Briefing details

  • 90-Day Enablement

    Kickoff workshop, bi-weekly office hours for 90 days, a curated prompt library tuned to the firm's hiring stack (ATS, sourcing tools, interview scheduling), and an impact assessment at day 90.

    Outcome

    Adoption moves from individual experimenters to a supported HR practice. At day 90 the firm has a documented record of where AI touched hiring decisions, measurable indicators (time-to-shortlist, interviewer preparation time, candidate experience scores), and an adverse-impact review against the Equality Act before any further rollout decision.

    Price

    £8,000

    For a team of 10 to 25 users over 90 days. Scoped in a pre-engagement call.

    90-Day Enablement details

Questions an HR Director asks before booking

Eight questions we hear most often from HR Directors, Heads of People, Heads of Talent, and recruitment agency MDs. Straight answers, no regulatory claim we cannot defend.

What does the Responsible AI in Hiring workshop actually cover?

A half-day working session for up to 20 HR and recruitment staff. It covers the hiring use case landscape (CV screening, sourcing, interview co-pilot, job-description drafting), an Equality Act risk review against the tools currently in use, UK GDPR Article 22 explainability, a candidate-facing transparency statement, and a named owner for the ongoing governance of each AI tool in the hiring stack. The output is a short written guidance note the firm can circulate internally.

How do you handle the CIPD competence expectations in the training?

The CIPD Profession Map and the CIPD Code of Professional Conduct both expect HR professionals to act with integrity, honesty, and accountability, and to maintain a current understanding of the tools and data they use. The workshop treats competence as a procedural control: we walk through how each AI tool in the hiring stack actually scores, filters, or ranks candidates, where a human decision is required, and how the firm evidences that an HR professional has taken responsibility for the outcome. We describe the expectations; we do not certify competence on the firm's behalf.

How do you address discrimination risk in automated screening under the Equality Act?

The Equality Act 2010 prohibits direct and indirect discrimination across the nine protected characteristics. AI screening tools trained on historical hiring data can reproduce historical bias, producing indirect discrimination without anyone in the firm acting unlawfully. The workshop walks through how to test for adverse impact on the firm's own pipeline, how to document that testing, and how the firm would respond if a candidate challenged a rejection. Remediation is procedural: a human review point at any automated filter that influences the shortlist, a written record of the basis for the decision, and a periodic review of outcomes by protected characteristic.

What does UK GDPR Article 22 require when AI tools influence a hiring decision?

Article 22 gives candidates the right not to be subject to a solely automated decision that produces legal or similarly significant effects. A rejection at CV-screening stage usually qualifies. The firm either needs meaningful human review at every automated decision point, or one of the narrow Article 22 exceptions (contract necessity, explicit consent, or UK law authorisation) with safeguards in place. The workshop asks the firm to map its current hiring funnel against those requirements and produces a finding list the Data Protection Officer or senior HR lead can action.

How should HR handle candidate data that gets pasted into AI tools?

The position depends on the tool. Consumer-grade AI tools may retain prompts, train on inputs, or route data across jurisdictions; enterprise tools often do not, but only when configured correctly. The workshop asks the firm to map the tools HR and hiring managers actually use (including tools procured by recruitment agencies acting on the firm's behalf), then issues a plain-English rule set: what may be pasted into which tool, and what never leaves the firm's managed environment. Retention of unsuccessful applicant data is covered separately under the UK GDPR lawful-basis and retention block.

Which AI tools does the training cover, and are you tied to any vendor?

Learn AI takes no reseller commissions and carries no platform lock-in. The delivery bench is trained across Microsoft Copilot, Google Gemini Workspace, Anthropic Claude, and OpenAI ChatGPT, as well as the main HR-specific AI overlays (ATS-integrated screening, sourcing assistants, interview-scheduling assistants). Sessions focus on the tools your firm already runs rather than promoting a single vendor. We are happy to put the commercial position in writing before booking.

What regulatory claim does the workshop make, and what does it not claim?

We describe the CIPD Profession Map expectations, the CIPD Code of Professional Conduct, Equality Act 2010 requirements on discrimination risk, UK GDPR Article 22 on automated decision-making, ACAS Code of Practice on fair process, and the Home Office right-to-work regime. We do not claim accreditation, endorsement, or CPD-compatibility from CIPD, ACAS, or any other professional body unless that body has confirmed alignment to us in writing. Any copy that would bind the firm should be reviewed by the firm's HR Director, General Counsel, or external employment solicitor.

What does follow-up look like after the workshop?

The session concludes with a written summary and a template guidance note, typically sent within five working days. A thirty-minute follow-up call is offered at no additional cost. Further work (Executive AI Briefing for the leadership team, 90-Day Enablement for the HR function, bespoke programmes) is priced separately and scoped only if the firm asks for it.

What HR leaders tell us after a workshop

Attributions anonymised at role and firm-type level until named clients sign a usage permission. Full case studies will follow in Phase 2.

  • “The workshop gave our HR business partners the vocabulary to challenge a screening-tool procurement we were about to approve. That conversation never happened before.”

    HR Director, UK professional services firm (100 to 250 staff)

  • “We did not know that our recruitment agency was feeding candidate CVs into a consumer AI tool. The session made that visible and gave us the rule to stop it.”

    Head of Talent, UK consultancy (50 to 100 staff)

  • “Straight answers on the Equality Act risk, without the scare tactics that usually come with AI training. We walked out with a one-page policy we could actually circulate.”

    Managing Director, UK recruitment agency

Built for UK regulated teams

Three commitments we carry into every engagement. Professional-body alignments are pursued once we have case studies to substantiate them.

  • GDPR-compliant by design

    Assessment data is stored in the UK, minimised by default, and retained only for the term stated in our privacy notice.

  • UK-based and UK-regulated

    A trading style of The AI Consultancy (London) Ltd, registered in England and Wales. Trainers and associates are UK-based.

  • Vendor-neutral

    No reseller commissions, no platform lock-in. Training covers the tools your firm uses, not the tools we are paid to promote.

Start where you are

Pick the first step that matches where your firm is now. Each links through to a dedicated page.