AI & Automation Solutions We Build

AI agents, workflow automation, web scraping, dashboards, machine learning and web applications, with examples and guides for each.

Schedule A Meeting +44 7451 252106 Last updated 30 October 2026

Everything our AI agency builds, in one place. Each solution links to an example, a guide or the service page that covers it. Looking for a partner in a specific country? See our AI agency UK, AI agency USA and worldwide pages.

AI agents & automation

AI agents & chatbotsBots for lead generation, customer engagement, notifications and automated decisions.Workflow automation (n8n, Zapier)Automate CRM updates, reporting, social media management and document processing.n8n automation guidesHow n8n workflows automate dashboards and industry processes.Web scraping & data extractionStructured data from websites, forms and APIs for analytics and intelligence.Browser & task automation (RPA)Automate interactions with web apps, forms and dashboards using scripts and RPA tools.Integration & orchestrationConnect platforms, APIs and databases to streamline end-to-end processes.

Data analytics & visualization

Power BI dashboardsInteractive Power BI dashboards for healthcare, finance, retail, manufacturing and education.Tableau dashboardsTableau reporting and visual analytics for decision-makers.Business intelligence & reportingReal-time dashboards and reports for KPIs and operational visibility.Data engineering & pipelinesRobust data flows that collect, transform and deliver clean, reliable datasets.Data analysis guideA practical guide to data analysis and visualization tools.Sales & operations dashboardsSee how we built sales strategy and store analytics dashboards.

Machine learning

Predictive analytics & forecastingDemand forecasting, churn and retention scoring and risk assessment.Churn predictionA case study on comparing models to predict customer churn.Classification, fraud detection & recommendationsFraud detection, document classification and personalized recommendations.NLP solutions & chatbotsSentiment analysis, knowledge search and conversational chatbots.Computer visionImage classification, object detection and automated inspection.Machine learning guides (Python, TensorFlow, PyTorch)Step-by-step guides to building custom machine learning models.

Web applications

Custom web applicationsSecure, scalable web platforms built around your business.MERN and MEVN stack dashboardsDashboards and automation built on the MERN and MEVN stacks.API & payment integrationsConnect APIs, payment systems and business tools to your website.

By industry

Medical & HealthcareAnalytics, machine learning and automation for medical & healthcare.Finance & BankingAnalytics, machine learning and automation for finance & banking.Retail & E-commerceAnalytics, machine learning and automation for retail & e-commerce.Manufacturing & Supply ChainAnalytics, machine learning and automation for manufacturing & supply chain.Education & ResearchAnalytics, machine learning and automation for education & research.

FAQ

Solutions: your questions

What AI and automation solutions does ML Data House build?

We build AI agents and chatbots, workflow automation, web scraping and data extraction, Power BI and Tableau dashboards, data pipelines, custom machine learning models and web applications. This page lists each solution with a link to examples and guides.

Do you build n8n and Zapier automations?

Yes. We build workflow automation with tools such as n8n and Zapier, or with custom scripts where that is a better fit, and we publish guides on how these automations work for different industries. See our automation and AI agents resources.

Can you build Power BI or Tableau dashboards?

Yes. We build interactive dashboards in Power BI and Tableau and connect them to your databases, files and APIs. See our data analysis and visualization resources.

Do you develop custom machine learning models?

Yes. We develop forecasting, classification, recommendation, language and vision models and deploy them to production. See our custom machine learning resources.

Talk to an AI agency that works with you remotely

Tell us about your goals and we will suggest a practical first project.