AI Design & Build

Turn the opportunity into a working AI solution — designed around your business, your people and your technology.

We don't treat AI as a standalone tool or isolated experiment. We design AI-enabled solutions that fit securely into your existing business processes, data, technology and operating environment — solving a clearly defined business problem and delivering measurable value.

Design around the business

Successful AI is much more than selecting a model

Before we build, we define how the AI needs to work within your organisation — creating the blueprint for the solution before significant development begins.

  • Users & journeys — who interacts with the AI and what are they trying to achieve?
  • Processes & workflows — where does AI fit into the existing business process?
  • Data & knowledge — what trusted information does the AI need?
  • Systems & integration — which existing applications must it work with?
  • AI behaviour — what should it understand, recommend, decide or perform?
  • Human oversight — when should AI act and when should a person take control?
  • Success measures — how will we know it is delivering the expected outcome?
What we design & build

Core capabilities

Our engineering teams work with your existing technology landscape — integrating AI with enterprise platforms, applications, databases, APIs and business workflows.

Customer & employee experience

AI agents & digital assistants
conversational and agentic AI for customer and employee services

Decision supportrecommendations with human-in-the-loop checkpoints

Automation & insight

Workflow automationclassification, summarisation, document review, case routing

Document & data processingintelligent document handling and structured extraction

Foundations

Enterprise integrationCRM (Salesforce), ERP (SAP), databases, secure APIs

AI quality & verificationassurance capability built alongside the solution from day one

Ground AI in your business

An AI solution is only as useful as the information and controls behind it

We design solutions that use approved organisational knowledge, trusted data and defined business rules — so AI responses and actions are relevant, governed and explainable.

Book your AI consultation

Trusted data & knowledgeAI uses appropriate, reliable business information

Business rules & guardrailsdefining what the AI can and cannot do

System integrationconnecting AI securely with the systems it needs

Human escalationwhen decisions pass to a person

Security & privacyprotecting business and personal information

Audit & traceabilityvisibility of how the AI is used and what it does

Book your AI consultation
Our approach

Our 4-phase Design & Build approach

Quality, risk and verification are considered throughout design and development — we don't wait until an AI solution is built before asking whether it works.

01Define

Turn the prioritised opportunity from Discovery into clear requirements, user journeys, business outcomes and success measures.

02Design

Define how the AI, data, systems, business processes, controls and people will work together.

03Build

Develop and integrate the AI capability iteratively, progressively proving the solution against real business scenarios.

04Prepare to verify

Establish a working solution with clearly defined behaviours, controls and acceptance measures — ready for independent verification.

What you leave with

An AI solution designed around your business problem

Depending on the engagement, Design & Build provides:

  • AI Solution Design
  • User Journeys & Business Workflows
  • Data & Integration Design
  • AI Behaviour, Guardrails & Escalation Rules
  • Configured and Integrated AI Capability
  • Quality & Acceptance Measures
  • Working solution
Case Studies

Proven engineering & integration

Airport payments platform (Stripe)

Design, requirements mapping and backend reconciliation for Heathrow's parking payment systems — migrating legacy payment pathways onto Stripe's secure, scalable platform.

Airport digital marketplace

End-to-end customer journey mapping for Reserve & Collect — unifying multiple world-renowned retailers into a single checkout with complex fulfilment scenarios.

Element Six ERP migration

Technical integration and end-to-end transaction validation connecting a cloud ERP with 20 integrated SaaS applications across 10 international sites.

Before AI is trusted with customers or decisions, you need evidence it behaves as intended.

Get in touch

Talk to us about AI

No pitch, no obligation. Sales +44 7483 330 697
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The AMP pub

Where to find us

Derry~Londonderry

11 Ebrington Square
BT47 6FA

info@challengecurve.com
+44 7483 330 697

London

20-22 Wenlock Road
N1 7GU