Reformat Labs

    AI and technology built for retail businesses

    Industry — Retail

    Retail moves fast. AI helps you keep pace - cutting the cost of customer support, accelerating content production, and personalising customer experiences without expanding headcount.

    The challenge

    What we understand about retail businesses

    Retailers face a relentless combination of rising customer expectations, cost pressure, and increasing channel complexity. We work with independent retailers, multi-site operators, and e-commerce businesses to deploy AI where it delivers measurable return - from customer service agents and product content generation to personalisation and returns automation.

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    Common pain points

    Customer support volumes are high, repetitive, and expensive to staff

    Product content creation at scale is slow and inconsistent

    Personalisation is technically complex and resource-intensive without the right tools

    Inventory queries consume staff time that should go toward sales activity

    Returns processing is manual, slow, and a significant cost driver

    What we build

    AI and software use cases for retail

    Customer service agents

    AI agents that handle order queries, returns requests, product questions, and complaints - 24/7, consistently, with seamless escalation to your team.

    Product content generation

    AI tools that generate structured, on-brand product descriptions, titles, and metadata at scale - dramatically reducing content production time.

    Inventory Q&A automation

    Agents that answer stock availability, lead time, and fulfilment queries without involving your team.

    Personalised recommendations

    AI-powered recommendation engines that surface relevant products based on browsing history, purchase behaviour, and customer segment.

    Returns processing automation

    Automated returns intake, reason coding, and refund or exchange initiation - reducing manual processing time and improving customer experience.

    Supplier and inventory communication

    Agents that handle routine supplier communications, purchase order acknowledgements, and stock level alerts.

    Regulatory context

    How we approach compliance in retail

    All deployments are designed to meet UK Consumer Rights Act requirements, Distance Selling Regulations, and UK GDPR obligations - particularly around customer data handling and automated decision-making.

    What good looks like

    Outcomes our retail clients achieve

    30–50% reduction in customer support contact volume through AI deflection

    Product content created at 10x the speed of manual processes

    Improved conversion through relevant personalised product discovery

    Faster returns processing and higher customer satisfaction scores

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    Interested in our services? Get in touch.

    Speak with one of our advisers today - no jargon, no obligation. We'll be direct about whether we're the right fit.

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