A small senior team that ships.
Pixel Dev Solutions is for people who need serious engineering without agency overhead. We build computer vision and AI systems, then the web, mobile and cloud work that puts them in front of the people who use them.
We deliver what we commit.
Our story
We started Pixel Dev Solutions because we kept seeing the same pattern: businesses paying agency prices for work handed down to whoever was cheapest, delivered late, and left undocumented.
So we built the opposite. A small senior team that owns the whole thing: the model, the code, the infrastructure, the launch. When you talk to us, you're talking to the people building it, not an account manager relaying messages.
Most of our work is computer vision and applied AI: detection, tracking, quality control and RAG, with the full stack team to put it into production. Short cycles, a live staging link from week one, and a straight answer if the thing you're asking for won't move your numbers.
What we hold to
Ship, don't stall.
Working software on a real URL beats a beautiful plan every time. Something goes live early and improves in the open.
Own the whole stack.
Model, backend, infrastructure, deployment. No finger-pointing between vendors, because it's one team.
Say the honest thing.
If the idea has a flaw, the budget is unrealistic, or a rule-based script would beat a model, you hear it early.
Built to be handed over.
Clean code, real documentation, full ownership on day one. You should never be trapped with us.
Inside the work
Real frames from systems in production.
HornetAIMarked and re-identified: individual hornets tracked at the bait station by their paint-dot colourComputer Vision
Brain MRI SegmentationThree planes: sagittal, coronal and axial views segmented from the same volumeAI
RallyLens1 camera: broadcast-style shot, bounce and speed tracking. No rig, no wearablesComputer Vision
MagicQCEvery piece: measured to each brand’s tolerance table, logged to the operatorComputer Vision- Dock Vision AI1st place: IEEE Hackathon win, then delivered to a clientComputer Vision
Safe RailFrame by frame: track bed and ballast segmented from a forward-facing cameraComputer Vision
Nexus RAG AssistantGrounded answers: every response cites the internal document it came fromAI
Candy Detection & CountingCounted once: each piece tracked across frames, even when it overlapsComputer Vision
A process built around shipping.
Short cycles, a live staging link from week one, no month-long silences.
- 01
Discover
We dig into the problem, the users, and the constraints before a single line of code. You leave with a clear scope, timeline, and fixed price.
- 02
Design
Wireframes to high-fidelity UI, reviewed with you at every step. Nothing goes into development until you've signed off on how it looks and behaves.
- 03
Build
Weekly demos on a live staging URL. You see real working software as it's built, not screenshots in a slide deck.
- 04
Ship & Support
We deploy, monitor, and hand over clean documentation. Then we stay available. Most clients keep us on for iteration.
- AI systems delivered to clients in the US and Canada
- 10+
- AI systems delivered to clients in the US and Canada
- IEEE Hackathon win for Dock Vision AI
- 1st
- IEEE Hackathon win for Dock Vision AI
- from technical brief to a deployed AI system
- 3-8 wk
- from technical brief to a deployed AI system
- to tell you whether your idea is buildable
- 24h
- to tell you whether your idea is buildable
We deliver what we commit.
Tell us what you're trying to build.
We'll come back within 24 hours with honest feedback on scope, timeline and cost, whether or not we turn out to be the right fit.