WORK
The decisions behind
the systems.
A view of the problems, architecture choices and evaluation questions that shape technology work. Published company projects are available through Webskitters.
ILLUSTRATIVE ARCHITECTURE EXAMPLES
How a problem
becomes a design.
The examples below are illustrative design scenarios. They describe an approach to reasoning; they are not claims about named clients, delivered projects or achieved results.
01 / ARCHITECTURE SCENARIO
Enterprise knowledge intelligence
CHALLENGE
An organisation’s useful knowledge is distributed across documents, teams and systems.
ARCHITECTURE
A retrieval layer, permission-aware access and source-linked answers connect the interface to approved knowledge.
AI APPROACH
Use generation to synthesise retrieved information; define how the system handles missing, conflicting or outdated evidence.
WHAT TO EVALUATE
Evaluate answer relevance, source support, appropriate access and the effort needed to reach a useful result.
02 / ARCHITECTURE SCENARIO
Intelligent workflow orchestration
CHALLENGE
A repeatable process involves several systems, exceptions and hand-offs between people.
ARCHITECTURE
Explicit workflow states, well-scoped tools and an audit trail keep actions understandable and recoverable.
AI APPROACH
Use an agent for bounded decisions that need flexibility; use deterministic steps where the process is already clear.
WHAT TO EVALUATE
Track task completion, exception handling, human intervention and the cost of mistakes alongside time saved.
03 / ARCHITECTURE SCENARIO
Evolving a digital platform
CHALLENGE
A growing product needs new capabilities while existing customers depend on its reliability.
ARCHITECTURE
Clear service boundaries, API contracts and a staged migration plan create a route for change.
AI APPROACH
Introduce intelligence where it improves a specific user task, with evaluation and operational ownership in place.
WHAT TO EVALUATE
Assess service reliability, deployment friction, user adoption and the maintainability of the resulting system.
PUBLISHED COMPANY WORK
Explore
Webskitters.
For published client projects and delivery examples, explore Webskitters’ official website.
START A CONVERSATION
Bring the problem.
Let’s examine the choices.
A useful discussion can begin with a current platform, a stalled initiative or a business capability you want to create.
