Software engineering · Built to scale

Software that scales — by design.

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.

  • Cloud-native · elastic
  • AI-first
  • Engineered to last
01

What we build

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

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.

  • Web
  • Mobile
  • APIs
  • UX

Cloud architecture

Cloud & scalability

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.

  • AWS
  • Kubernetes
  • Autoscale
  • HA

Applied AI

AI systems

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.

  • LLM
  • RAG
  • MCP
  • Evals

Platform engineering

Data & platforms

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.

  • Pipelines
  • APIs
  • Integrations
  • Platforms
02

Built to scale

“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.

Fast under load

Performance is a feature. Caching, query discipline, and edge delivery keep responses quick whether ten people are on the system or ten thousand.

  • Caching
  • Edge
  • Profiling

Reliable by design

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.

  • Failover
  • Backups
  • Zero-downtime

Elastic by default

Systems that stretch and shrink with demand. Horizontal scaling and autoscaling mean capacity follows the traffic instead of being guessed at in advance.

  • Autoscale
  • Horizontal
  • Stateless

Secure & observable

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.

  • Monitoring
  • Tracing
  • Hardened
03

How we work

One team, one straight line from the first conversation to a system running in production. No hand-offs, no surprises.

  1. 01

    Discover

    We dig into the problem, the constraints, and the load you expect — today and three years out — before a line of code is written.

  2. 02

    Architect

    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.

  3. 03

    Build

    Tight iterations, tested as we go, shipped to real environments early. You see working software, not status decks.

  4. 04

    Scale

    We harden, instrument, and tune for production — then stay on to grow it as traffic, data, and the team behind it expand.

04

Start a project

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.

Custom software Cloud & scale AI systems Data & platforms Advisory
Timeline
Urgent This quarter Exploring
Budget
< $25k $25–75k $75k+

No NDA required to start. We'll send ours when it's time.

Taking on new projects

Let's build something that scales.

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.