AI and security research
Research- Problem
- Complex systems are hard to reason about, and AI-scale attacks make that harder.
- What I built
- Research into symbolic reasoning and approaches to understanding system behavior.
- Stage
- Research
Independent technology studio
Building practical systems for an AI-enabled world.
I'm David Pawloski. I explore and build ideas at the intersection of AI, security, enterprise software, and integration—from early research to working applications.
Selected work
Research, prototypes, and released projects.
LogMap
Prototype- Problem
- Shipment status is split across carriers, channels, and tracking providers.
- What I built
- A logistics SaaS concept: one live map for shipment visibility and customer self-service.
- Stage
- Prototype
BusMap
Prototype- Problem
- Transit riders need clear routes, live vehicle locations, and arrival information.
- What I built
- A live transit map with trip planning, stop arrivals, and a conversational assistant.
- Stage
- Prototype
AI infrastructure
Prototype- Problem
- Teams copy provider keys and hard-code model IDs, so access, spend, and change are hard to govern.
- What I built
- Experiments in secure messaging, routing, and integration, including AI Router.
- Stage
- Prototype
Open-source collaboration
Released- Problem
- Independent consultants and small studios need simple project management, rule enforcement and GIT structure and controls
- What I built
- Project Management (PMO) for small teams and studios, providing structure and visibility without heavy overhead.
- Stage
- Released
Current work
Inventions and research.
- One patent pending
- One patent application in preparation
About
Curious by nature. Practical by experience.
I've spent more than 35 years across the technology stack—from enterprise applications, development tools, and integration to cloud platforms, SaaS, and AI. That breadth has made me less interested in technology for its own sake and more interested in the right-sized solution to a problem.
Today I pair that enterprise experience with hands-on research and building through Pawloski LLC. Sometimes AI is the answer. Sometimes the better advice is not to use it.
Read the full storyLet's talk.
If you're a potential collaborator, customer, or technical peer working on something in this space, I'd like to hear about it.