--- title: "Custom AI Development | Bespoke AI in Weeks | Agility" url: https://agilitytech.ai/custom-ai-development description: "Custom AI development company building bespoke solutions in 4 to 10 weeks: predictive models, computer vision, LLM products, and AI APIs. Book a call." publisher: Agility (agilitytech.ai) --- Custom AI development # AI built exactly for you Custom AI development from Agility produces bespoke machine learning systems built to your exact specifications, not adapted templates. [Discuss my AI project](https://agilitytech.ai/contact)[View case studies](https://agilitytech.ai/case-studies) AI projects delivered200+ Weeks to production4 to 10 wks Demos during the buildWeekly Junior devs on your project0 The short answer ## What does custom AI development cover? Engagements cover predictive models (churn prediction, demand forecasting, fraud detection), computer vision pipelines (defect detection, document classification, image search), NLP applications (entity extraction, sentiment analysis, contract review), and LLM-powered products (chatbots, agents, recommendation engines). Every system is built in Python, trained on your data, deployed to your infrastructure on AWS, Azure or GCP, and fully documented for internal ownership. See our [case studies](https://agilitytech.ai/case-studies), or [view all AI implementation services](https://agilitytech.ai/ai-implementation-services). How a project runs ## Fixed before you commit Implementation runs 4 to 10 weeks depending on data readiness and integration complexity. The project starts with a scoped data assessment before any build begins, so timelines and costs are fixed before you commit. We have delivered 200+ custom AI systems across finance, healthcare, FMCG, maritime, and retail. In our [manufacturing forecasting project](https://agilitytech.ai/case-studies/manufacturing-ai), the model reached 88% prediction accuracy in targeted demand scenarios. How a custom AI build runs To production, depending on data readiness and integrations4 to 10 weeks Demos during the buildWeekly Deployed to your own infrastructure, built in PythonAWS, Azure, GCP Prediction accuracy in our manufacturing forecasting project88% What we build ## What we build From standalone ML models to full AI-powered products, built for production from day one. ### AI-powered SaaS products Full-stack AI products from idea to launch: LLM backends, vector search, multi-tenant architecture, billing. - Document intelligence platforms - AI writing assistants - Automated research tools - Personalisation engines ### Predictive ML models Custom machine learning models trained on your data: churn prediction, demand forecasting, fraud detection. - Churn and LTV prediction - Demand forecasting - Fraud and anomaly detection - Price optimisation ### AI process automation Workflow automation powered by AI: document processing, data extraction, decision engines. - Invoice and contract extraction - Automated compliance checks - Intelligent routing systems - AI approval workflows ### Computer vision systems Image and video AI: quality inspection, object detection, OCR, and visual analytics at scale. - Manufacturing quality control - Retail shelf analysis - Medical image analysis - Document scanning and OCR ### AI data platforms The data infrastructure that powers your AI: feature stores, ML pipelines, real-time serving. - Feature engineering pipelines - Model serving APIs - Real-time prediction endpoints - A/B testing infrastructure ### AI integration and APIs AI capabilities embedded into your existing products via clean, well-documented APIs and SDKs. - REST and GraphQL AI APIs - Webhook-driven AI pipelines - SDK development - AI microservices Case studies ## Custom AI in production [See all case studies](https://agilitytech.ai/case-studies) ### Heart disease risk prediction Healthcare A predictive platform for a regional health network: 85% accuracy predicting heart disease risk up to 30 days ahead, 20% fewer cardiac readmissions and risk scores in under 2 minutes. [Read the healthcare case study](https://agilitytech.ai/case-studies/healthcare-ai) ### Payment processing automation Payments Payment automation for a Caribbean food delivery platform paying 1000+ delivery partners: each payment cycle cut from 3 days to 30 minutes, with 99.8% payment accuracy. [Read the payments case study](https://agilitytech.ai/case-studies/payment-automation) ### Demand forecasting Manufacturing A custom forecasting engine for a manufacturer: 88% prediction accuracy in targeted demand scenarios, 40% lower safety stock and 35% lower inventory carrying costs. [Read the manufacturing case study](https://agilitytech.ai/case-studies/manufacturing-ai) Capabilities ## Full AI capability stack We cover the full breadth of modern AI and ML, not just LLMs. - Large Language Models (GPT-4, Claude, Llama) - Machine Learning (scikit-learn, XGBoost, LightGBM) - Deep Learning (PyTorch, TensorFlow, Keras) - Computer Vision (YOLO, Detectron2, custom CNNs) - NLP and Text Analytics - Time Series Forecasting - Reinforcement Learning - Recommendation Systems - Anomaly Detection - RAG and Vector Search - MLOps and Model Monitoring - Edge AI and Model Compression Process ## How we build your AI - 013 to 5 days ### Problem definition We define the exact AI problem, success metrics, and data requirements with you before writing a line of code. - 021 week ### Architecture design Technology selection, data pipeline design, model architecture, and integration plan, all documented before the build starts. - 033 to 8 weeks ### Build, train and evaluate Agile development with weekly demos. Model training, evaluation, and iteration until accuracy targets are met. - 041 to 2 weeks ### Deploy and hand over Production deployment with monitoring, documentation, and optional ongoing support or team training. Industries ## Industries we serve [Healthcare and life sciences](https://agilitytech.ai/ai-consulting-healthcare)[Insurance and financial services](https://agilitytech.ai/ai-consulting-insurance)[Manufacturing and Industry 4.0](https://agilitytech.ai/solutions/artificial-intelligence)[Retail and e-commerce](https://agilitytech.ai/case-studies/retail-analytics)[Logistics and supply chain](https://agilitytech.ai/ai-consulting-logistics)[FMCG and consumer goods](https://agilitytech.ai/fmcg-ai) ## Have an AI problem? Let's solve it. No discovery calls that go nowhere. We'll review your use case, tell you if it's viable, scope it, and start building. [Tell us your AI challenge](https://agilitytech.ai/contact)[View all AI services](https://agilitytech.ai/ai-implementation-services) Keep exploring ## Explore related AI services The rest of Agility's AI engineering and consulting services. ### Hire AI Developers Senior, pre-vetted ML, LLM, data and MLOps engineers. Dedicated teams or staff augmentation. [Learn more](https://agilitytech.ai/hire-ai-developers) ### Generative AI Consulting RAG pipelines, AI agents and LLM integration, from strategy through to production. [Learn more](https://agilitytech.ai/generative-ai-consulting) ### LLM Development Services Fine-tuning, RAG and private LLM deployment on your data. [Learn more](https://agilitytech.ai/llm-development-services) ### AI Consulting India Global AI delivery from our India hubs. [Learn more](https://agilitytech.ai/ai-consulting-india) ### AI Consulting Ahmedabad Local AI expertise in Ahmedabad, Gujarat. [Learn more](https://agilitytech.ai/ai-consulting-company-ahmedabad) ### AI Consulting USA AI consulting and delivery for US enterprises. [Learn more](https://agilitytech.ai/ai-consulting-company-usa) ### AI Consulting for Healthcare Clinical decision support, medical document AI, and HIPAA-compliant ML for health systems. [Learn more](https://agilitytech.ai/ai-consulting-healthcare) ### AI Consulting for Insurance Claims automation, fraud detection, and underwriting AI for P&C, life, and health insurers. [Learn more](https://agilitytech.ai/ai-consulting-insurance) ### AI Consulting for Logistics Route optimization, demand forecasting, and warehouse AI for supply chain operators. [Learn more](https://agilitytech.ai/ai-consulting-logistics)