SYSTEMS · PRODUCTS · WORK IN PROGRESS
This portfolio shows how I turn business problems into governed workflows, decision systems, working products and commercial assets.
THE SHORT ANSWER
The work ranges from operating systems and diagnostics to digital-asset portfolios and product-development methods. Each item states what exists now, what it demonstrates and where evidence is still developing.
PORTFOLIO
Working systems I have built that show how I structure complexity, decisions, governance and repeatable execution.
WORKING SYSTEM
Research operations architecture
A multi-source workflow that collects, normalises, deduplicates and converts research into structured strategic intelligence across multiple brands.
The architecture shown is the working workflow used inside GrowAILab, from source collection through standardisation and structured output.
PRIVATE WORKING SYSTEM, SANITISED
Command, attention and governance
A private command centre for attention, approvals, provenance and orchestration across independently functioning systems. Sensitive operational material is concealed.
Working private system. The screenshot is genuine and sanitised.
COMPLETED WORKING SYSTEM
Structured candidate screening
A completed browser-based workflow that turns job descriptions and candidate resumes into a structured, ranked review list while keeping the final hiring decision with the recruiter.
Completed working product with a public website.
Visit ScreeningOpsPORTFOLIO
Methods, diagnostics and commercial assets that demonstrate specific parts of the operating approach.
LIVE DECISION TOOL, SHARED ENGINE
Diagnostic and decision routing
A 30-question diagnostic across six business areas with deterministic scoring, separate context capture and next-step routing.
It demonstrates method productisation and qualification. It is directional rather than an externally validated benchmark.
Use the ScorecardOWNED DIGITAL-ASSET PORTFOLIO
Search and commercial architecture
The four-site Linux portfolio is a recent example of how I apply wider experience to related digital assets with distinct audiences, search intent and commercial roles.
It demonstrates how I plan related digital assets as a coordinated portfolio, with repeatable architecture, monetisation rules and controls to reduce search cannibalisation.
COMMERCIAL PRODUCT IN REFINEMENT
Expertise-to-product system
A governed 30-module method for turning operator experience into coherent positioning, messaging and an activation-ready brand system.
It demonstrates structured discovery, decision governance and the conversion of expertise into a repeatable commercial product.
GOVERNED DELIVERY METHODOLOGY
Controlled website delivery
A website-delivery system built around a frozen owner brief, requirements traceability, one full-site audit and one consolidated correction pass.
It demonstrates a repeatable quality-control method across strategy, content, SEO, accessibility, performance and implementation.
PORTFOLIO
Commercial products in active development. These are shown as work in progress, not finished products or client case studies.
COMMERCIAL BUILD IN PROGRESS
AI-business operating platform
A system designed to connect diagnosis, decisions, implementation and measurement across the GrowAILab delivery model.
Commercial product in active development. Interim concept image. Interface in development.
COMMERCIAL BUILD IN PROGRESS
Governed brand-system capability
A commercial product in development to help businesses apply brand rules, review outputs and maintain consistency across AI-assisted work.
Commercial product in active development. Product name and interface will be released at launch.
You can see the business problem, the system or method I designed, its current status and the kind of capability it demonstrates. Where operational detail is private, I show the architecture and decisions without exposing sensitive data.
Working systems and products I have built demonstrate capability. Measured case studies will be labelled separately when a real baseline, result and permission to publish are available.
DECISION SUMMARY
| Level | What it demonstrates | What it does not prove |
|---|---|---|
| Framework | Decision structure | Execution or outcome |
| Demo / prototype | Capability and design thinking | Production performance |
| Commercial build in progress | Current development direction | Completion or client value |
| Controlled pilot | Early implementation evidence | Generalised result |
| Measured case study | Actual result in stated conditions | Universal outcome |
NEXT DECISION
Tell me what the business is trying to decide, what already exists and where responsibility is unclear.