AI Architecture Design
Get the architecture right before writing a single line of code. The right models, infrastructure, and data flows for your specific requirements.
The difference between an AI project that succeeds and one that stalls often comes down to architecture decisions made in the first week. Which models should you use? Cloud APIs or self-hosted? How should data flow between systems? What are the latency, cost, and security trade-offs? We answer these questions with a structured architecture engagement. We assess your requirements, evaluate the technical landscape, and produce a clear, actionable architecture document that your team (or ours) can build from. This is not a generic slide deck. It is a detailed technical blueprint: system diagrams, model selection rationale, infrastructure specifications, data flow designs, cost projections, and risk analysis. Whether you are starting a new AI initiative or rearchitecting an existing one, getting the design right upfront saves months of rework and avoids costly mistakes.
Use Cases
What this looks like in practice
Greenfield AI Projects
Starting from scratch? We design the complete AI architecture — models, infrastructure, data pipelines, and integration patterns — before development begins.
Model Selection & Evaluation
Cut through the noise of hundreds of available models. We benchmark candidates against your specific use case, data, and requirements to find the right fit.
Cloud vs Self-Hosted Decisions
Evaluate the trade-offs between cloud AI APIs and self-hosted models across cost, latency, privacy, control, and compliance dimensions.
Existing System Rearchitecture
Review your current AI implementation, identify bottlenecks and risks, and redesign the architecture for better performance, reliability, and cost efficiency.
Security & Compliance Architecture
Design AI systems that meet regulatory requirements — data residency, access controls, audit trails, and privacy-preserving inference patterns.
Technology
Tools we work with
How It Works
Our approach
Requirements Workshop
Deep-dive into your business goals, technical constraints, compliance needs, and success criteria
Landscape Assessment
Evaluate available models, infrastructure options, and integration patterns for your use case
Architecture Design
Produce detailed system diagrams, data flow designs, and infrastructure specifications
Cost & Risk Analysis
Model projected costs, identify technical risks, and define mitigation strategies
Blueprint Delivery
Deliver a comprehensive architecture document with implementation roadmap and technology recommendations
Starting from
£10K
Timeline
1-2 weeks
Ready to get started?
Book a free strategy call and we'll assess whether this service is the right fit for your business.