Company and founder
Sparkling Neuronics Labs
A software system should be understood before it is relied on.
We are an independent architecture company for software and AI decisions that are expensive to get wrong. We help companies understand their systems and decide what to change, modernise, scale, buy or accept. Our deep specialisation is AI, both in the systems clients build and in how we investigate them.
Why we exist
AI made building easier.
Decisions got harder.
Companies depend on systems whose rules are spread across code, documents, operations and people. AI tools write new software faster, but they don't make it easier to understand.
We combine investigation of the real system with senior architecture judgment. We find out what is there, challenge a decision or design the change. While your teams build, we govern the design or check the work before a milestone or handover, within an agreed scope.
Founder & Principal Architect
Dimitar Stoyanov
Dimitar brings more than 15 years of experience across over 60 projects, on the client side and the vendor side: architecture for banking and insurance platforms, enterprise architecture and modernisation, and the leadership of production AI capabilities. He previously held the Global VP of AI role at a listed European digital services firm.
For more than two years he has built and tested ways to understand complex software systems, from deep code analysis to connected views of engineering, architecture and business context. Working with buyers settled what Sparkling sells: an accountable recommendation on a decision that matters, with the tools working behind it.
Architecture expertise
A named lead. A shared method.
Specialists when needed.
Every engagement has a named senior architect who leads the investigation and is accountable for the recommendation. The work is scoped around your system, your constraints and the decision you need to make.
When a project needs it, we bring in independent senior specialists in security, data, platforms, integration, AI governance or your industry. Our Architecture Fabric, the method and tools we use to investigate a system, links each finding to where we found it. You get one recommendation, not separate opinions.
Clear accountabilities
One engagement.
Explicit responsibilities.
Each engagement sets its own scope and decision rights, so our work fits with the teams already responsible for the system.
Sparkling
A named senior architect leads the contracted work, checks what our tools find, integrates specialist input and stands behind the recommendation.
Client leadership
You make the business, investment and acceptance decisions. You give us access, context and time with the people who know the system.
Delivery teams
Your teams and partners build, test and run the system. Through Architecture Governance, we can review significant technical choices within the decision rights and hours we agree.
Know what you're building on.
Tell us about the system, the decision and what is changing. 25 minutes on Teams, no preparation needed. We will tell you which engagement fits, or if none does.