Strategy & Prototyping

Architecture Blueprinting

We design lean, scalable, and secure cloud architectures tailored specifically for custom AI and agentic applications.

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Overview

What This Covers

AI applications have different architectural requirements than standard web products — model latency, token costs, context management, streaming responses, and observability all need to be designed upfront. We blueprint the right architecture for your AI application before a line of code is written, so the decisions that are expensive to undo are made correctly.

Included in scope

  • System architecture design for AI-native applications
  • LLM integration pattern design (RAG, agents, fine-tuning)
  • Cloud infrastructure design (AWS, GCP, Azure)
  • Security and data privacy architecture
  • Scalability and cost modelling
  • Technology decision record (TDR) documentation

When to Engage

Situations We're Built For

"We're starting a new AI product and want to get the architecture right."

We design the full system before you write code — so the decisions that are expensive to reverse are made with full information.

"Our current architecture can't handle the load we're projecting."

We audit your current architecture, identify the bottlenecks, and design the changes needed to reach your scale targets.

"We need to explain our architecture to enterprise customers for security review."

We produce architecture documentation — data flow diagrams, security controls, access patterns — that satisfies enterprise procurement and InfoSec requirements.

How We Work

Our Approach

1

Requirements gathering

Scale targets, latency budgets, cost constraints, security requirements, and regulatory context.

2

Architecture design

System diagram, component selection, data flow, and integration patterns. Multiple options with trade-offs.

3

Technology selection

Specific technology recommendations with justification — not a list of every tool that could work.

4

Security review

Data residency, access control, encryption at rest and in transit, and threat modelling.

5

Documentation

Architecture decision record, system diagram, and handover documentation for your engineering team.

Technologies

AWSGCPAzureTerraformDockerKubernetesPostgreSQLRedis

Ready to get started?

Tell us what you're building and we'll respond within one business day.

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