01Find the useful leverage
Find the one change that actually moves the operation, not the one that looks good in a demo.
Product builder · Systems operator
I build systems that hold up after the demo.
I’m Vicky Durel. Since 2013 I’ve helped businesses turn technology into something they can actually use. Software products, digitized workflows, and now the AI orchestration taking shape. The tools keep changing. What I hold onto doesn’t: technology should make the business work better, or it isn’t worth much.
Client delivery since 2013 Product and systems work Cameroon, UAE and UK experience
Vicky Durel2026 / 01
Independent practiceTechnology made operational
ProductSystemsOperations
01 / What I bring to the work
How the work takes shape.
These aren’t invented case studies. They’re the moves that show up again and again in the systems I build: find the leverage, make it clear, wire the workflow, and design it so people can trust it.
I name clients only where I’m allowed to.01
02Translate complexity
Turn technical possibility into something an operating team can understand and use.
03Engineer the workflow
Connect inputs, decisions, actions and human handoffs into one operating path.
04Design for trust
Make ownership, exceptions and evidence visible where decisions carry consequences.
Track record, in context
Client delivery since 2013Software products, architecture and operational systems
Cameroon · UAE · UKLocal understanding with international operating exposure
Public and private workNamed evidence only where disclosure is appropriate
02 / The current technological shift
AI changes what software can do. It also changes what leaders have to decide.
Businesses are not short of AI tools. They are short of clarity about where AI belongs, what it should be allowed to do and where people must remain accountable.
Read the deeper field noteThe market sells models and tools. A business needs an operating decision: which workflow, which boundary and which result?
Useful adoption starts small. One workflow can be tested, inspected and improved before anything expands.
Don’t automate judgment away. And don’t make people babysit every routine step either. Automate the repetition; keep people on the exceptions and the accountability.
03 / What I am building now
Current evolution · Orchestrated business workflows
The next digital advantage is not another tool. It is a system that can coordinate the work.
Right now I’m applying AI orchestration to real business workflows: tying together inputs, approved decisions, routine actions, human judgment, and outcomes you can measure, into one path you can actually control.
The first real product is lead response and recovery for owner-run HVAC companies. That offer will get its own page. It comes from the same instinct that shaped everything before it: build around a real advantage, not around whatever tool happens to be new.
01Mapthe actual handoff
02Constrainlanguage and routes
03Operatewith human exceptions
04Measuresource-linked outcomes
04 / Operating principles
Good systems make the hard parts visible.
Start with the operating event
Map what happened, who owns the next action and where the handoff fails before selecting technology.
Design for exceptions
The system earns trust when ambiguity, urgency and edge cases have a clear human destination.
Make proof inspectable
A serious claim should connect to an artifact, a source record, an accountable person or a measurable outcome.
05 / Insights
Notes for leaders navigating the next operating shift.
Practical writing on AI adoption, workflow design and the decisions that sit between a convincing demonstration and a system a business can trust.
Explore Insights06 / An early pattern
The tools changed. The instinct did not.
More than a decade ago in Cameroon, social media management was still unfamiliar to many of the businesses around me. I was already learning it, training people and showing how a new digital channel could become useful business infrastructure.
That beginning was local, but the question was universal: how does an organization turn a technological shift into practical advantage? It led from digital adoption to software products, from software to connected workflows, and now to AI orchestration across work in Cameroon, the UAE and the UK.
Product depthFrom architecture to the operating edge
Controlled automationHuman judgment has an explicit place
Commercial realityBuilt for the team that must run it
If you’d rather just talk
If you searched my name before replying, this page did its job.
This is my professional home, not a funnel dressed up as a bio. If the way I think fits what you’re working on, tell me about it.