AI adoption and governance, sector by sector

The obstacles to using AI well are rarely technical. They are the rules, duties and evidence expectations that already apply to your sector. These hubs set out who regulates what, the risks that stop deployments, and the controls that make a rollout defensible.

Legal

How UK law firms and in-house teams adopt AI: confidentiality, privilege, hallucinated citations, SRA expectations and the controls that hold up.

Regulators: SRA, Bar Standards Board, ICO, CILEX Regulation

  • Fabricated cases and citations
  • Confidentiality and legal professional privilege
  • Supervision and competence
Read the legal hub →

Accountancy

How UK accountancy firms adopt AI: client confidentiality, quality control, anti-money-laundering checks and the professional-body expectations that apply.

Regulators: ICAEW, ACCA, FRC, HMRC, ICO

  • Client confidentiality and data handling
  • Quality control and review of AI-assisted work
  • Anti-money-laundering checks
Read the accountancy hub →

Healthcare

How UK healthcare organisations adopt AI safely: clinical safety, patient data, medical device rules and the governance controls that matter.

Regulators: MHRA, CQC, ICO, NHS England, NICE

  • Clinical safety and patient harm
  • Medical device classification
  • Patient data and special category processing
Read the healthcare hub →

Property

How UK property, real estate and construction firms adopt AI: valuation reliability, RICS professional standards, tenant data and conveyancing checks.

Regulators: RICS, ICO, HM Land Registry, Trading Standards

  • Valuation reliability and professional judgement
  • Tenant, buyer and client data
  • Conveyancing and document review errors
Read the property hub →

Financial services

How UK financial firms deploy AI within existing rules: Consumer Duty, senior manager accountability, model risk, operational resilience and fair outcomes.

Regulators: FCA, PRA, Bank of England, ICO

  • Consumer Duty and fair outcomes
  • Model risk management
  • Governance accountability for AI-driven processes
Read the financial services hub →

Manufacturing

How UK manufacturers apply AI to quality, maintenance and planning — with the safety, OT security and supply-chain controls that keep it viable.

Regulators: HSE, ICO, Ofgem (energy-intensive sites), UKCA / conformity bodies

  • Machinery and worker safety
  • OT and industrial network security
  • Quality assurance and traceability
Read the manufacturing hub →

Education

How UK schools, colleges and universities adopt AI: safeguarding, children's data, academic integrity and workload reduction that actually holds up.

Regulators: DfE, Ofsted, ICO, Ofqual, OfS

  • Children's data protection
  • Safeguarding and harmful content
  • Academic integrity and assessment
Read the education hub →