Clinical Communication
Medical Autism Model
How to structure complex evidence, design bilingual interfaces and make uncertainty visible without overstating conclusions.
View live model Become AI Architect / Course 02
From business idea
to working application.
A dedicated six-week training programme for a founder, business owner or internal builder who wants to develop an AI-enabled application while learning how important decisions are made.
Discuss 1:1 tutoring Six weeks / three four-hour sessions weekly
1:1Dedicated coaching
12 hrsGuided work weekly
From £35kPlus VAT
The Proposition / Not a conventional coding course
Learn to architect the
whole business application.
This programme is not about adding a chatbot to a website. It is about connecting the customer problem, product model, AI, data, security, operations, marketing and revenue into one coherent system.
You learn by building your own application, with an experienced architect beside you through the decisions that turn an idea into working software.
What you build
A commercially useful application
We define a meaningful first milestone around a real customer, operational or revenue opportunity. The application is the working environment for the programme.
What you develop
Judgement and delivery capability
You learn how to direct AI development agents, review decisions, manage risk and continue improving the product after the engagement.
One accountable lead
Product, architecture and delivery remain connected through one direct working relationship. Sessions combine explanation, decision-making, building and review.
One defined milestone
This is a scoped engagement, not unlimited development. We agree the first application outcome and review points before dates are reserved.
The Learning Architecture / Tailored around your application
Five connected disciplines.
One working product.
01
Define the business
Clarify the customer, buyer, problem, outcome, business model, assumptions and minimum viable product. Translate commercial intent into a practical product roadmap.
02
Architect the system
Map workflows, data, roles, permissions, integrations and the boundary between deterministic rules, AI assistance and human judgement.
03
Build with AI agents
Direct AI development in business language, structure work into verifiable outcomes, review generated code and preserve established rules as the application grows.
04
Secure, test and operate
Apply privacy and security by design, test permissions and business rules, publish safely, read logs, investigate failures and plan incident response.
05
Position and launch
Connect the product to a clear value proposition, customer journey, pricing, payments, marketing evidence, onboarding and a practical improvement roadmap.
The AI Architect Mindset
The objective is not to memorise a technology stack. It is to learn how business decisions, software decisions and operational responsibility fit together.
What You Can Learn / Scope selected for your product
A complete route from idea
to operational system.
Product
Business and product definition
- Customer, buyer and problem definition
- MVP scope and prioritisation
- Requirements and user journeys
- Roadmap, assumptions and evidence
Architecture
AI, data and software design
- Frontend, backend, APIs and database
- AI orchestration and model selection
- RAG, documents and grounded answers
- Background jobs and integrations
Trust
Security and responsible delivery
- Roles, permissions and access control
- Privacy and GDPR by design
- Human review and audit evidence
- Testing, deployment and incidents
Growth
Commercial and operational readiness
- Payments, plans and entitlements
- Positioning and customer conversion
- Administration and support tools
- Analytics, costs and improvement
The final syllabus is shaped around the participant's application. Topics are selected where they create practical value for the agreed milestone rather than included as disconnected theory.
Application Evidence / Systems already designed and delivered
The lessons come from
real delivery work.
Role-Based Portal
ASD Diagnostics Portal
How to connect parents, specialists, clinics and diagnostic services through controlled journeys and secure access.
Combined estimated value of the ASD Diagnostics website and portal: over £300,000.
View live portal
Healthcare Operations
ASD Diagnostics
How customer journeys, diagnostics, laboratory fulfilment, orders, payments and internal operations fit into one platform.
Combined estimated value of the ASD Diagnostics website and portal: over £300,000.
View live website
Digital Health
Medi Tracker
How to turn medication routines, treatment records and caregiver needs into a clear and practical application.
View case study
Customer Operations
ABC+ Warranty Customer Portal
How to connect project access, documents, plot-level tracking, inspections, support and CRM-linked accountability.
View live portal
AI Document Platform
Prime Vault SA
How private storage, permission-aware retrieval, AI orchestration, subscriptions and household relationships become one trusted product.
View live platform
International Services
OOItaly
How to position multilingual administrative, translation and property services for international customers through a clear digital journey.
View live websiteWhat transfers to your product: the principles behind these systems, including how to frame the problem, design the data and workflows, direct AI agents, manage risk and verify the complete journey.
How The Engagement Works / Guidance becomes ownership
Three focused sessions.
Every week.
3 ×Sessions weekly
4 hrsEach session
6Weeks of training
01
Architect-led
We frame the product, establish the architecture and demonstrate how business requirements become controlled development work.
02
Built together
We make product and technical decisions together, work directly in the application and review the effect of each change.
03
Participant-led
You take increasing responsibility for directing agents, reviewing outcomes, testing workflows and resolving issues.
04
Participant-owned
The engagement closes with a working milestone, documented decisions, a prioritised roadmap and a clear route for continued development.
Between Sessions
The participant completes agreed work, records decisions and prepares evidence for review. Progress depends on meaningful commitment outside guided time.
During Sessions
We explain, decide, build, inspect and verify. Problems are addressed in the real codebase rather than discussed only in theory.
Practical Outputs / Evidence you can continue using
You leave with more
than course notes.
01
Validated product direction
Customer, problem, value proposition, assumptions and an agreed first milestone.
02
Product requirements
Prioritised requirements, user journeys, business rules and acceptance criteria.
03
Architecture and data model
A practical system design covering AI, data, roles, permissions and integrations.
04
Working application
A continuing full-stack codebase developed towards the agreed application milestone.
05
Trust and risk controls
Security, privacy, responsible AI and operational risks considered in the build.
06
Testing and release method
A repeatable approach to verification, publishing, logs and production checks.
07
Commercial launch route
Positioning, customer journey and monetisation decisions appropriate to the product.
08
Prioritised roadmap
Known limitations, next improvements and a practical plan for continued development.
Capability Outcome
Greater ability to plan, direct, inspect and improve AI-assisted software without treating the output of an AI agent as automatically correct.
Fit and Commercial Terms / Dedicated 1:1 coaching
Built for someone ready
to do the work.
Best suited to a founder, business owner or internal builder who has a meaningful application opportunity and wants to understand what they are creating.
- You can commit substantial time each week
- You want a real product outcome, not a simulated exercise
- You are willing to make and document business decisions
- You intend to continue developing the application afterwards
- You accept that security, testing and governance are part of delivery
Important Qualification
The programme does not guarantee that every participant will become a professional software architect or create a commercially successful product within a fixed period. Outcomes depend on starting capability, attendance, work between sessions, project complexity, market conditions and continued practice. Final scope, exclusions, timetable and deliverables are agreed before work begins.
AI Architect / Independent UK technology business
Your Lead ArchitectStefan
Stefan
Piekutowski.
Founder and Lead AI Architect
More than 15 years of business-management experience and more than six years of software-development experience, connecting commercial problems to practical architecture and working systems.
Start with the problem
worth solving.
The first conversation is about fit. We define the application opportunity, your starting point, the milestone that would create value and whether the 1:1 format is the right route.
Discuss the programme
ai-architect.uk/contact
Share the business challenge, what you want to build and the capability you want to develop.
Contact
Website
https://ai-architect.uk
Email
info@ai-architect.uk
Registered company
HYBRID E-BUSINESS SOLUTIONS LTD
Company number 13247142
AI Architect is an independent business. It is not an official Replit partner. Replit is our preferred platform for AI-native software delivery. This page describes an indicative service offer and does not constitute a binding proposal.