We provide end-to-end AI development services, helping teams design, build and deploy intelligent software solutions. From generative AI and machine learning models to AI-powered web applications, we focus on production-ready systems that solve real business problems and scale reliably.
“Whether you’re exploring AI at an early stage, scaling an AI-powered product after launch, or navigating a strategic pivot, we partner with teams to design, build, and deploy intelligent software solutions — from data validation and model selection to production-ready AI systems and long-term optimisation.”
Venture Capital and Growth Equity Firm in London
Fintech Startup Based in London
Leading Architectural Firm Based in London
Global Cybersecurity Firm
We begin by understanding your business objectives, users, and where AI creates measurable value. Through stakeholder workshops, feasibility analysis, and data audits, we define the right AI use cases, success metrics, and delivery roadmap before development begins.
Before implementation, we design AI user experiences, workflows, and system architecture. This includes defining human-in-the-loop interactions, AI decision boundaries, and model selection (LLMs, classical ML, or hybrid approaches) to ensure usability, trust, and clarity.
We design robust data pipelines, integrations, and model infrastructure to support performance, security, and scalability. This includes training pipelines, inference architecture, prompt engineering, evaluation strategies, and clear documentation for long-term maintainability.
Our engineers build and iterate on AI models and application logic in structured cycles. We validate outputs through testing, evaluation metrics, and real-world scenarios, continuously improving accuracy, reliability, and system behaviour before and after release.
We support deployment to production environments, including infrastructure setup, monitoring, and performance optimisation. AI systems are released in a controlled, production-ready setup to ensure stability, observability, and responsible usage from day one.
After launch, we help teams evolve their AI systems through ongoing optimisation, retraining strategies, prompt refinement, feature expansion, and performance monitoring — ensuring models improve over time as data, users, and business needs grow.
Average startup valuation (£££') after our MVP development at the pre-seed stage
In funding (£££') secured owning to our design and development services
Projects designed, engineered, and scaled by our team
Percentage of clients securing funding after working with us
We build AI-powered financial systems with a focus on security, compliance, and performance. Our AI development services for FinTech include fraud detection, risk modelling, transaction monitoring, forecasting, and intelligent analytics, designed for regulated environments where data integrity and explainability are critical.
We design and develop custom AI and machine learning solutions, from model training and evaluation to production deployment. Our work spans predictive models, NLP, computer vision, and generative AI, with a strong emphasis on scalable architecture, model observability, and real-world reliability.
We embed AI into SaaS products to drive automation, personalisation, and decision intelligence. From recommendation engines and user behaviour modelling to AI-powered workflows, we help SaaS teams turn data into competitive advantage while maintaining performance and maintainability at scale.
We develop AI-driven healthcare and life sciences solutions that meet strict regulatory and data privacy requirements. Our experience includes clinical decision support, data analysis pipelines, and AI-assisted diagnostics, with a focus on transparency, safety, and long-term system integrity.
We build AI systems that optimise property operations, pricing, forecasting, and decision-making. Our AI development services support use cases such as predictive analytics, demand modelling, and intelligent automation across real estate platforms and data-heavy environments.
We develop AI-powered LegalTech solutions that streamline complex legal workflows. This includes document analysis, intelligent search, classification, and automation tools designed to improve accuracy, efficiency, and scalability while maintaining security and auditability.
Building AI-powered systems enables teams to automate decisions, unlock insights from data, and create intelligent products that scale. Well-designed AI solutions improve efficiency, accuracy, and adaptability — helping businesses move faster, reduce risk, and gain long-term competitive advantage.
AI development services cover the design, development, and deployment of intelligent systems such as machine learning models, generative AI solutions, data pipelines, and AI-powered applications. This includes use-case discovery, data preparation, model training, system integration, deployment, and ongoing optimisation.
We build production-ready AI systems, not experimental demos. Our focus is on scalable architecture, model monitoring, reliability, and long-term maintainability, ensuring AI solutions perform consistently in real-world environments.
Yes. We develop generative AI solutions using modern LLMs and custom models, including AI assistants, copilots, content generation systems, and internal automation tools. We also handle prompt engineering, fine-tuning, retrieval-augmented generation (RAG), and system integration.
We design AI systems with security, transparency, and governance in mind. This includes access control, data protection, performance monitoring, explainability techniques, and validation processes to ensure models behave reliably and meet regulatory or business requirements.
AI development is most valuable for startups and organisations looking to automate processes, extract insights from data, personalise user experiences, or build intelligent products. Common use cases include FinTech, SaaS, HealthTech, LegalTech, PropTech, and enterprise platforms handling complex data or workflows.
© 2020-2025 Rattlesnake Group Limited.
Rattlesnake Group Limited is a limited liability company registered in England and Wales. Registered number: 12551349. Registered address: 124 City Road, London EC1V 2NX. VAT Registration Number: 436362592.
