Keepme Releases Strategic Guide & 90-Day AI Agent Adoption Roadmap for UK Public Leisure Operators

Keepme has released The AI-Enabled Leisure Operator, a strategic white paper and operational guide designed for UK leisure trust executives, council heads of service, and senior operators. The new resource addresses the sector's mounting capacity challenge: while public demand for health, activity, and swim services remains high, operators face tight local authority budgets, rising wage costs, and facility pressures that make servicing that demand consistently a major operational hurdle.

Drawing on live UK deployment data, the guide outlines how AI agents can take on high-volume, repetitive administrative work, from answering late-night swim school queries to processing routine member requests, giving human teams the space to focus on community relationships, customer care, and safeguarding.

Ian Mullane, Founder and CEO of Keepme, comments:

Public leisure does not need another generic AI pitch. It needs a controlled, responsible route to a modern operating model, one where AI agents absorb repetitive administrative work, human teams spend more time on the face-to-face work only humans can do, and leadership teams gain operational capacity without adding risk or complexity.

Unlocking 24/7 Capacity & Empowering Frontline Staff

Rather than replacing staff, the white paper focuses on expanding operational reach and removing friction for frontline personnel.

The AI-Enabled Leisure Operator highlights two core operating realities facing public leisure today:

• Out-of-Hours Demand: Customer enquiries frequently happen when centres are closed or front desks are at peak capacity, such as parents researching swim school at 10 PM, leading to missed opportunities and slow response times.

• Administrative Fatigue: Receptionists and customer service teams spend hours answering repetitive facility FAQs, updating records across systems, or chasing missed payments, pulling them away from visitors in the building.

AI agents act as goal-driven digital assistants, working within strict rules to handle queries, update management systems, book assessments, and seamlessly hand off complex or sensitive cases to staff.

What’s Inside The Strategic Guide

The AI-Enabled Leisure Operator provides actionable guidance tailored specifically to UK public sector standards:

• The 90-Day Adoption Roadmap: A phased, step-by-step execution framework that provides leadership teams with a controlled, low-risk path to map workloads, set governance rules, deploy, and scale safely.

• Explicit Task Boundaries: Guidelines detailing what agents can handle (FAQs, tour bookings, voice triage) and what must remain strictly human-led (safeguarding, clinical health guidance, complex accessibility requirements).

• Governance & Safeguards: An eight-point compliance framework covering ICO guidance, UK GDPR, and Data (Use and Access) Act 2025 considerations.

• Minimum Viable Data: Practical steps to launch high-value AI workflows using existing centre knowledge, avoiding multi-year data cleanup projects.

• The Platform Approach: Why deploying specialist agents on a single intelligence foundation protects management bandwidth compared to managing multiple point solutions.

Proven UK Leisure Sector Results

The AI-Enabled Leisure Operator features real-world deployment data from UK leisure trusts and multisite operators running Keepme Antares' leading AI Agents for public leisure. Adopting operators have recorded up to a 185% increase in lead-to-tour bookings, a 49% improvement in tour-to-sale conversions, and hundreds of out-of-hours bookings captured automatically.

Erin Dunn, Digital Marketing Manager, Inverclyde Leisure:

Our AI sales agent doesn't just handle inquiries; it actively books tours and feeds that information straight into our management software. This allows our team to follow up with fully informed context and no manual input.

Download the Strategic Guide and Roadmap (No Sign-up Required):