--- title: AI/ML Development Services | Custom Models & Automation | WebSketchify description: Custom AI and machine learning models trained on your data — from predictive analytics to process automation, built, deployed, and monitored end to end. --- [![websketchify](https://www.websketchify.com/hs-fs/hubfs/New%20Project%20(2).webp?width=220&height=80&name=New%20Project%20(2).webp "websketchify")](https://www.websketchify.com?hsLang=en) - [Home](https://www.websketchify.com) - [HubSpot](https://www.websketchify.com/hubspot) - [HubSpot Onboarding](https://www.websketchify.com/hubspot/onboarding) - [HubSpot Integrations & Migrations](https://www.websketchify.com/hubspot/integrations) - [HubSpot Audit & optimisation](https://www.websketchify.com/hubspot/audit-optimisation) - [HubSpot Web development](https://www.websketchify.com/hubspot/web-development) - [HubSpot Training](https://www.websketchify.com/hubspot/training) - [HubSpot Lead Generation](https://www.websketchify.com/hubspot/lead-generation) - [Services](https://www.websketchify.com/services) - [Web Development](https://www.websketchify.com/services/web-development) - [Mobile App Development](https://www.websketchify.com/services/mobile-app-development) - [API Integration Development](https://www.websketchify.com/services/api-integration) - [Cloud Development](https://www.websketchify.com/services/cloud-development) - [Software Testing](https://www.websketchify.com/services/software-testing) - [UI/UX Design](https://www.websketchify.com/services/ui-ux-design) - [Digital Marketing](https://www.websketchify.com/services/digital-marketing) - [AI/ML](https://www.websketchify.com/services/ai-ml) - [Data Analytics](https://www.websketchify.com/services/data-analytics) - [About Us](https://www.websketchify.com/about-us) [Contact us](https://www.websketchify.com/contact?hsLang=en) Core Service · AI/ML # AI that solves real problems, not a chatbot bolted on for show. We design, train, and deploy custom models built on your data — automating processes, surfacing insights, and enabling predictive analytics that actually change how your business runs. [See How It Works →](https://www.websketchify.com/services/ai-ml#process) **4–12 Weeks**Typical build time **Custom Models**Not off-the-shelf **Production-Ready**Deployed & monitored **Model Training Report**Complete Accuracy   92% Precision   88% Recall   85% F1 Score   0.87 **92%** Overall Model Accuracy [View Report](https://www.websketchify.com/services/ai-ml#contact) **40+**Models Deployed **92%**Avg. Model Accuracy **4–12 wks**Average Build Time **4.9/5**Client Satisfaction Who This Is For ## Built for businesses ready to move past manual processes Whether you're sitting on unused data or drowning in repetitive tasks, we build models around the specific problem you're trying to solve.   #### Teams with repetitive manual processes Your team spends hours on tasks a model could handle in seconds — we automate what's slowing you down.   #### Businesses sitting on unused data You're collecting data but not acting on it — we turn it into predictions and decisions that drive revenue.   #### Products wanting personalisation at scale Generic experiences aren't cutting it — you need recommendations and insights tailored to each user. What We Build ## Models & the tools behind them From a first working prototype to a production system, built on the right architecture for your data. #### Predictive Analytics & Forecasting Models that forecast demand, churn, or risk from your historical data — giving your team a head start instead of a guess. #### Natural Language Processing Text classification, summarisation, and chat systems trained on your actual data and use cases. #### Computer Vision Image recognition and analysis models built for inspection, classification, or automation tasks. #### Our AI/ML Stack Python TensorFlow PyTorch Scikit-learn OpenAI API Hugging Face AWS SageMaker LangChain #### Process Automation End-to-end workflows automated with AI, reducing manual work and human error. The Difference ## Why not an off-the-shelf tool or a generic AI wrapper? A quick look at what's actually included depending on how you build. What's included Off-the-Shelf Tool Generic AI Wrapper WebSketchify Trained on your own data ✕ Varies ✓ Custom model architecture ✕ Varies ✓ Production monitoring & retraining ✕ Varies ✓ Integrated into your systems ✕ Varies ✓ Built to scale with your data ✕ Varies ✓ How It Works ## From data to deployed model, in four clear steps A structured build process focused on real accuracy, not just a proof of concept. 01 #### Discovery & Data Assessment We review your data, goals, and infrastructure to define what's actually feasible. 02 #### Model Design & Prototyping We design the right architecture and build an early prototype to validate the approach. 03 #### Training & Validation We train on your data and validate performance against real-world scenarios, not just test sets. 04 #### Deployment & Monitoring We deploy into production and monitor performance, retraining as your data evolves. What's Included ## Everything your model needs to go into production No proof-of-concept-only builds. Every engagement covers the full path to deployment.   #### Data assessment & preparation Your existing data reviewed, cleaned, and structured for training.   #### Custom model development An architecture designed around your specific problem, not a generic template.   #### Model training & validation Trained and tested against real-world data until accuracy meets your bar.   #### Integration with your systems The model connected directly into your existing product or workflow.   #### Production deployment Deployed on secure, scalable infrastructure ready for real traffic.   #### Ongoing monitoring & retraining Performance tracked over time, with retraining as your data changes. AI/ML Package ## One flat scope. No surprise invoices. A fixed-scope build, priced upfront, tailored to your data and use case. ### AI/ML Development - Custom model design & development - Training on your own data - Full system integration - 30 days of post-deployment monitoring Starting From £3500/project [Request a Quote](https://www.websketchify.com/contact?hsLang=en) FAQ ## Questions about AI/ML development How long does an AI/ML project take? Most projects run 4–12 weeks depending on data readiness, model complexity, and integration requirements. Do we need to already have clean data? No — data assessment and preparation is part of the process. We'll tell you early if more data collection is needed first. Will the model keep improving after launch? Yes — we monitor performance in production and retrain the model as new data comes in, so accuracy doesn't drift over time. Do you build custom models or use existing AI APIs? Both — we recommend the right approach based on your problem, timeline, and budget, from custom-trained models to fine-tuned APIs. ## Let's build AI that actually does the work. Book a free discovery call — we'll map out exactly what needs to migrate and integrate, no obligation. 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