WHO WE HELP / 34 SECTORS
Different industries. The same core problems.
From fintech and proptech to healthtech, energy, e-commerce and AI products, Data Menu designs and builds the data pipelines, dashboards, integrations, automation, AI assistants and custom software that businesses run on.
Every sector has its own systems, language and rules. The work underneath is familiar: join up the data, cut the manual steps and build the tools people actually need.
Our client work is confidential, so instead of logos, here is what we typically solve in each sector.
TYPICAL PROBLEMSPayment data spread across providers, slow month-end reconciliation and reporting that depends on spreadsheets.
WHAT WE BUILDPayment and ledger integrations, automated reconciliation, finance dashboards and secure internal tools.
TYPICAL PROBLEMSConnecting bank data, onboarding checks and decisioning workflows without a tangle of manual steps.
WHAT WE BUILDOpen banking API integrations, onboarding flows, data pipelines for affordability insights and audit-friendly internal tools.
TYPICAL PROBLEMSQuote and claims data in legacy systems, manual document handling and slow broker communication.
WHAT WE BUILDClaims and quote workflows, document extraction with AI, broker portals and system integrations.
TYPICAL PROBLEMSClient reporting assembled by hand, disconnected practice software and repetitive data entry.
WHAT WE BUILDClient portals, automated reporting, practice management integrations and bookkeeping automations.
TYPICAL PROBLEMSProperty, tenancy and maintenance data scattered across tools, and platforms that struggle to scale.
WHAT WE BUILDProperty platforms and MVPs, listings and portal integrations, tenant and landlord apps and analytics dashboards.
TYPICAL PROBLEMSLeads arriving from many portals, manual chasing and compliance dates tracked in spreadsheets.
WHAT WE BUILDLead routing into your CRM, automated reminders, valuation tools, agency websites and reporting.
TYPICAL PROBLEMSPaper job sheets, quotes built by hand and no single view of jobs, costs and teams.
WHAT WE BUILDJob and site management apps, quoting tools, field data capture and project dashboards.
TYPICAL PROBLEMSInstaller, device and energy data in silos, and growth held back by manual surveys and admin.
WHAT WE BUILDEnergy data pipelines, monitoring dashboards, installer and survey apps and grant or scheme paperwork automation.
TYPICAL PROBLEMSEmissions and supplier data collected by email and spreadsheets, and reporting deadlines that create a scramble.
WHAT WE BUILDESG data collection pipelines, carbon and sustainability dashboards, supplier portals and automated reports.
TYPICAL PROBLEMSStock, orders and marketing data in separate tools, and teams re-keying information between them.
WHAT WE BUILDE-commerce integrations, inventory and order automation, sales dashboards and custom storefront features.
TYPICAL PROBLEMSCustomer, subscription and fulfilment data that never quite joins up, making retention hard to measure.
WHAT WE BUILDCustomer data pipelines, retention and cohort dashboards, subscription workflow automation and support bots.
TYPICAL PROBLEMSSupply and demand to manage, onboarding to automate and an MVP that needs to become a real platform.
WHAT WE BUILDMarketplace MVPs and platforms, seller onboarding, payment and payout integrations and admin tooling.
TYPICAL PROBLEMSCarrier, warehouse and order data in different systems, with status updates handled by phone and email.
WHAT WE BUILDCarrier and warehouse integrations, tracking dashboards, automated customer notifications and planning tools.
TYPICAL PROBLEMSProduction and quality data trapped on machines and spreadsheets, and ERP systems that do not talk to anything.
WHAT WE BUILDProduction data pipelines, ERP integrations, quality and maintenance dashboards and desktop or shop-floor tools.
TYPICAL PROBLEMSVehicle stock feeds to many sites, service bookings by phone and fleet data with no single view.
WHAT WE BUILDStock feed integrations, booking systems, fleet and telematics dashboards and dealer websites.
TYPICAL PROBLEMSBookings, EPOS and reviews in separate systems, and staff time lost to repetitive admin.
WHAT WE BUILDBooking and EPOS integrations, guest messaging bots, sales dashboards and staff tools.
TYPICAL PROBLEMSSupplier inventory from many APIs, manual itinerary building and customer updates sent by hand.
WHAT WE BUILDSupplier API integrations, booking and itinerary tools, travel websites and automated customer messaging.
TYPICAL PROBLEMSCandidate data across job boards and an ATS, and onboarding paperwork that eats recruiter time.
WHAT WE BUILDATS and job board integrations, AI-assisted screening and matching, onboarding automation and HR portals.
TYPICAL PROBLEMSHours lost each month pulling campaign data into client reports, and delivery capacity limits.
WHAT WE BUILDAutomated client reporting, marketing data pipelines, white-label builds and internal agency tools.
TYPICAL PROBLEMSContent spread across systems, slow publishing workflows and subscription data that is hard to act on.
WHAT WE BUILDContent platforms and headless CMS builds, publishing automation, AI tagging and audience dashboards.
TYPICAL PROBLEMSA product idea that needs validating fast, or a growing product that needs integrations and more engineering hands.
WHAT WE BUILDMVPs, product features, third-party integrations, usage analytics and technical scoping for investors.
TYPICAL PROBLEMSTurning an AI prototype into something reliable, affordable and safe to put in front of customers.
WHAT WE BUILDLLM-powered features, retrieval over your own content (RAG), AI agents with guardrails, and evaluation tooling.
TYPICAL PROBLEMSRepetitive drafting, manual client intake and case information spread across email and folders.
WHAT WE BUILDDocument generation, client intake workflows, case management integrations and AI-assisted document review.
TYPICAL PROBLEMSChasing clients for documents, re-keying data between practice tools and time-consuming reporting.
WHAT WE BUILDClient portals, document collection automation, practice software integrations and management dashboards.
TYPICAL PROBLEMSClinic and booking systems that do not connect, manual admin and device or wellbeing data that is hard to use.
WHAT WE BUILDBooking and clinic system integrations, patient and practitioner apps, secure dashboards and admin automation.
TYPICAL PROBLEMSRotas, visit logs and compliance records kept in separate places, and managers buried in admin.
WHAT WE BUILDRota and visit integrations, compliance dashboards, reminder automations and internal staff apps.
TYPICAL PROBLEMSLearner data across an LMS, payments and email tools, and course delivery that does not scale.
WHAT WE BUILDLearning platforms, LMS integrations, progress dashboards, AI tutors and course enrolment automation.
TYPICAL PROBLEMSSupporter data in several systems, manual Gift Aid admin and impact reports pulled together by hand.
WHAT WE BUILDDonor CRM integrations, donation and Gift Aid automation, impact dashboards and volunteer tools.
TYPICAL PROBLEMSContract reporting requirements, tender admin and data that has to be accurate and auditable.
WHAT WE BUILDContract and performance reporting, tender pipeline tools, secure portals and data quality checks.
TYPICAL PROBLEMSAlerts and tickets from many tools, client reporting assembled manually and repetitive onboarding tasks.
WHAT WE BUILDAlert and ticketing integrations, client security dashboards, onboarding automation and Slack or Teams bots.
TYPICAL PROBLEMSSensor, yield and traceability data in separate places, and compliance paperwork done by hand.
WHAT WE BUILDFarm and sensor data pipelines, traceability tools, monitoring dashboards and field apps.
TYPICAL PROBLEMSMembership, class booking and payment tools that do not connect, and performance data nobody looks at.
WHAT WE BUILDBooking and membership integrations, member apps, performance dashboards and automated member messaging.
TYPICAL PROBLEMSGrowing communities that need moderation, onboarding and engagement without burning out the team.
WHAT WE BUILDDiscord and Telegram bots, community dashboards, membership and role integrations and live-ops tools.
TYPICAL PROBLEMSOn-chain and exchange data that is hard to combine, monitor and report on clearly.
WHAT WE BUILDAnalytics pipelines, monitoring dashboards and reporting tools built on public blockchain and exchange data.
A few useful things to know before we talk about your sector and your project.
No. The sectors on this page are where we see the most demand, but the problems are often the same everywhere: data in too many places, too much manual work and software that does not quite fit. If your sector is not listed, talk to us anyway.
Deep knowledge of your business comes from you. We bring the data, software and automation experience, and our discovery and scoping work is designed to learn your processes, language and constraints quickly.
Yes, as a technology partner. We build the software and data systems and work alongside your compliance, legal or clinical leads, who stay responsible for regulatory decisions. We do not give financial, legal or medical advice.
Our client work is confidential and usually covered by NDAs, so we keep it discreet. We are happy to talk through relevant experience on a call, and we have delivered more than 2,000 projects.
Usually a short discovery and scoping piece: we map the problem, compare build, buy and integrate options and agree a clear plan. From there it might be a data pipeline, a dashboard, an integration, an automation or a full product build.
Yes. We help founders scope and build MVPs, and help established teams modernise systems, connect tools and automate admin.
INDUSTRIES / START THE CONVERSATION
Tell us what you are trying to fix or build. We will help you work out the simplest way to do it, whatever industry you are in.