Why Off-the-Shelf AI Isn’t Good Enough for Your Retail Destination

Operational complexity is rising, tenant expectations are higher than ever, and centre teams are under pressure to deliver more with less. The answer lies not in generic AI tools, but in bespoke solutions built around the real workflows of retail destinations.

Artificial intelligence has moved firmly from buzzword to boardroom agenda. But for shopping centre managers, landlords and asset managers, the question is no longer whether to adopt AI – it is how to do so in a way that actually works on the ground.

At ITVET we believe the answer lies in building AI specifically around the operational realities of retail destinations – not deploying generic platforms and hoping they fit.

“AI and automation are no longer future concepts,” says Andy Watts, ITVET’s specialist in bespoke AI for shopping destinations.  “They are practical tools available today. The competitive advantage comes from how intelligently and responsibly they are applied.”

From Data Overload to Operational Clarity

Many centre teams are not short of data, they are drowning in it. Information sits in silos across IT, facilities management, security and customer services, rarely speaking to one another and rarely available in a form that supports fast decision-making.

Bespoke AI changes this. When designed around the specific workflows of a retail destination, it can bring siloed data into a single operational view, replacing retrospective reporting with real-time insight and replacing piles of dashboards with clear, prioritised actions for on-site teams.

“The goal is not to give teams more data, it is to make data work for people, not the other way around.”

Routine operational tasks – compliance checks, fault triage, escalation management, reporting – can be automated, freeing centre management teams to focus on higher-value work. For asset managers, AI can translate complex operational data into simple, actionable insight: helping them understand not just how a destination is performing financially, but how it is functioning day to day.

A Better Experience for Tenants

Tenant relationships are under the spotlight as expectations rise across the sector. Occupiers want speed, transparency and professionalism, and they increasingly measure their landlord and managing agent relationships against those standards. Bespoke AI can help deliver on each:

• Streamlined onboarding and mobilisation journeys that reduce friction from day one
• Automated responses to common requests, queries and communications
• Clearer visibility of services, incidents and planned works – before tenants need to ask
• Proactive identification of recurring pain points, using data to address issues before they escalate
• A more responsive, transparent experience that reduces friction between managing agents, landlords and occupiers

The result, ITVET argues, is not just a smoother tenant journey – it is a more professional, competitive destination that stands out in an increasingly demanding market.

Built-In Governance, Not Bolted On

For all the promise of AI, governance and accountability remain critical concerns, particularly in environments where landlord, managing agent and tenant data must be carefully separated, and where decisions carry real operational and legal weight.

For AI in retail destinations, these considerations must be designed in from the outset, not added as an afterthought. That means:

• Robust data privacy, access control and separation of landlord, managing agent and tenant information
• Clearly defined guardrails and auditable decision paths, not black-box outputs
• Human oversight at its core, with AI augmenting operational judgement rather than replacing it
• Alignment with regulatory, contractual and estate-specific requirements, including compliance and incident management
• Integration into existing control frameworks, rather than creating parallel or unmanaged systems

Transparency and explainability are also central to building trust with centre teams and tenants alike. “If people don’t understand how an AI system is making recommendations, they won’t trust it, and they won’t use it,”  Andy notes. “That trust has to be earned through predictability and honesty about how decisions are reached.”

The Case for Acting Now

The pressures facing retail destinations are not easing. Mixed-use and multi-service environments are growing in complexity. Tenant expectations continue to rise. And centre teams face the perennial challenge of doing more with less.

ITVET’s position is that the technology to address many of these challenges already exists and that the difference between those who benefit and those who fall behind will come down to how thoughtfully and responsibly it is implemented. Generic, off-the-shelf AI will not cut it. Solutions built around the specific operational workflows of a retail destination, with governance baked in and people at the centre, will.

“The competitive advantage comes from how intelligently and responsibly AI is applied, not simply from adopting it.”

For operation teams, landlords, and asset managers looking to understand what AI can genuinely deliver, and where to begin, ITVET offers free, one-to-one AI consultations.