About RunProven
18 years of building production systems.
Now building them with AI.
RunProven is a founder-led AI automation consultancy that bridges the gap between expensive enterprise firms and commoditised freelancers. Senior expertise, accessible pricing, personal accountability.
About RunProven
The Founder
Milosz Naworski brings 18 years of software engineering, 11 years of management, and 5 years of fintech and compliance experience. He has shipped production systems across the full evolution — from monoliths to microservices to AI agents.
The pattern was always the same: enterprise consultancies built impressive slide decks that fell apart in production. Internal teams built reliable systems that took 12-18 months. Freelancers wrote code but lacked business context. There had to be a middle ground.
RunProven is that middle ground. Senior-level AI expertise with the speed and directness of a focused founder-led practice. The person who scopes your project is the person who builds it — no bait-and-switch, no junior handoff.
Journey
Started building enterprise software systems
Led first large-scale automation and management initiatives
Deep dive into AI/ML production deployments and fintech compliance
Founded RunProven with the Client Zero methodology
The Client Zero Methodology
Three principles guide every engagement. They define how we operate — not as aspirations, but as structural requirements.
Build to Ship
Every system is designed for production from day one. No throwaway prototypes, no proof-of-concepts that gather dust. The deliverable is a deployed, running automation — not a strategy document.
Prove Before Proposing
Every automation we offer has been deployed and stress-tested on our own business first. When we say it saves 20 hours per week, we can show it running in our own operations.
Founder-Led Delivery
You work directly with a senior consultant with 18 years of engineering experience. No account managers, no middlemen, no junior handoff. Personal accountability on every engagement.
We are our own first client
The consultancy you are reading about was built using the same 8-phase roadmap sold as Offering B. Every deliverable was produced using the same structured methodology that Offering A delivers to clients. 40+ milestones completed, 15+ core documents produced, 8-tier pricing structure validated with market data — all before a single sales conversation.
100%
Methodologies self-tested
0
Untested systems offered
24/7
Own systems in production
Technical Depth
We work across the full AI automation stack — from intelligent workflow design to infrastructure deployment. Technical choices are driven by production requirements, not trends.