Product engineering
Custom software
Bespoke products built end to end — web apps, mobile, dashboards, internal tools. One team designs, builds, and ships it, with an architecture chosen for where the product is going, not just where it starts.
Software engineering · Built to scale
PawnVision builds scalable software solutions — systems engineered to carry your first user and your millionth without a rewrite. Custom products, cloud architecture, AI, and the data platforms underneath. We design for the load you have today and the load you hope to have.
Four disciplines, one team. We take a problem from a blank page to a system that holds up in production — and keeps holding up as it grows.
Product engineering
Bespoke products built end to end — web apps, mobile, dashboards, internal tools. One team designs, builds, and ships it, with an architecture chosen for where the product is going, not just where it starts.
Cloud architecture
Infrastructure that grows with the load. Cloud-native architecture, autoscaling, high availability, and performance work — so the system that serves a thousand users serves a million the same way.
Applied AI
Intelligence wired into the product, not bolted on. LLM and RAG pipelines, MCP servers, automation, and ML — grounded, evaluated, and built to stay reliable as usage and data scale up.
Platform engineering
The backbone underneath everything. Data pipelines, event systems, internal platforms, and the APIs other teams build on — designed to handle volume and stay observable as they grow.
“Scalable” is not a label we add at the end — it is how the system is shaped from the first decision. Four principles hold on every build.
Performance is a feature. Caching, query discipline, and edge delivery keep responses quick whether ten people are on the system or ten thousand.
Redundancy, graceful failover, and zero-downtime deploys are built in from day one — so a busy day or a bad node is an event nobody notices.
Systems that stretch and shrink with demand. Horizontal scaling and autoscaling mean capacity follows the traffic instead of being guessed at in advance.
Every layer is monitored and secured. Metrics, traces, and alerts mean we see problems before users do — and security is part of the build, not an afterthought.
One team, one straight line from the first conversation to a system running in production. No hand-offs, no surprises.
We dig into the problem, the constraints, and the load you expect — today and three years out — before a line of code is written.
We choose a stack and a shape that fits the goal: where to keep it simple now and where to leave room to grow later.
Tight iterations, tested as we go, shipped to real environments early. You see working software, not status decks.
We harden, instrument, and tune for production — then stay on to grow it as traffic, data, and the team behind it expand.
Tell us what you're building and what it needs to handle. We reply in 24 hours with a real read of your brief, a proposed approach, and a timeline — not a templated one.
Building something that has to scale? That's the work we like most — bring us the hard parts.
Taking on new projects
Whether it's a new product, a platform that's buckling under growth, or an idea that has to be ready for scale on day one — we'd rather hear about it sooner than later.