Flap Consulting
    Real success stories

    Real cases of AI applied to operations

    Companies already seeing the impact of AI and automation on their processes. Every case starts with a real problem and ends with a number that proves it.

    Real projects

    Four stories, four transformations

    Representative cases that blend several real projects into a typical company. Each one complete: where we started from, how Flap stepped in, and the results that are already up and running today.

    Case 01Hospitality / Catering · AI Department (continuous development)

    Tailored tools for every role and automated event intake

    Coordinating each event —kitchen, logistics, front of house, admin and suppliers— lived in manual tasks and in each person's head. We redesigned the operation, built a tool for every role and brought order to how new event enquiries came in.

    Hospitality / Catering · 45 employees · Madrid

    The situation

    A catering company coordinates events where kitchen, logistics, front of house, admin and suppliers all depend on one another. That coordination lived in manual tasks, scattered messages and knowledge held in each person's head. And enquiries for new events came in by phone, WhatsApp and email, handled "whenever there was a gap": a cost in time and in missed opportunities that grew with every event.

    Case 02Professional services / Agency · AI Department (continuous development)

    Structured client knowledge and automated reporting to management

    All the client information lived in each account manager's head. We redesigned how that knowledge flows and built the tools so the agency could stop depending on specific people.

    Professional services · 32 people · Valencia

    The situation

    A 32-person professional services agency. The business worked, but it rested on each account manager's memory. Every client meeting ended in two handwritten pages and a voice note on someone's phone; the summary "for the team" was almost never written for lack of time. The live information on each client lived in a single head. Projects slipped, management only learned about problems once they were already fires, and when an account manager went on holiday, the team called them.

    Case 03Distribution / Logistics · AI Department (continuous development)

    Delivery notes captured by photo and a consolidated tool stack

    Hours every day on manual tasks nobody measured because "it had always been done that way". We brought them to light in the audit and built the tools so the team could stop typing out what a photo resolves in seconds.

    Distribution / Logistics · 60 people · Zaragoza

    The situation

    A 60-person logistics operator. In the warehouse, an operative spent five hours a day manually entering 100-120 paper delivery notes —by pen, with stamps, with crossings-out— into each end client's ERP. In admin, someone put together the expense reports by hand every week and, every Friday, cross-referenced data from more than five different systems for the reporting. And across the whole team, 14 tools open that didn't talk to each other. None of this was in the brief: these tasks were so normalised that they weren't even mentioned.

    Case 04E-commerce / Marketing · Monthly subscription

    AI-driven content generation and personalised retention

    They had bought AI tools and weren't seeing results. The problem wasn't the tool: it was the flow. We redesigned how the marketing team works and set up a system that generates content and personalises retention almost on its own.

    E-commerce brand · 40 people · Madrid

    The situation

    A 40-person e-commerce brand. Within the marketing team, one person spent 100% of their day creating content: hunting for news, writing articles, analysing trends and deciding what to publish; and management reviewed every piece before it went out. In parallel, retention depended on someone remembering each customer, so the repeat-purchase messages went out generic and fit no one. They had bought several AI tools months earlier, but "weren't seeing results": the technology was there, the flow wasn't.

    Why they work

    What all these cases have in common

    It's not a magic tool. It's the way we work: technical expertise with strategic vision.

    Bespoke systems

    Measurable impact from day 1

    Senior team, end-to-end

    Your next success story

    Let's make the next case yours

    Tell us how you work today and we'll show you, with no obligation, which processes we could automate and what results to expect.

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