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.
What we build · scalable by design
Scalable solutions, built end to end.
Four disciplines under one roof — custom software, cloud and scalability, AI systems, and the data platforms underneath. One team carries a problem from a blank page to a system that holds up in production and keeps holding up as it grows.
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.
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.
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.
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.
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.
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.
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.
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.
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Advisory
Not every system needs building from scratch — some just need an honest second opinion. For a weekly retainer we'll review your architecture, your scaling plan, or your AI strategy.
Architecture reviews
A focused session and a written memo. What scales, what will break first under load, and what to change this quarter.
AI strategy
Where to put an LLM, where not to, which eval to run, and what to ship. Clear guidance, not hype.
Hiring & team
We help you structure your first engineers and write the interview kit, so the team can carry the system after we hand it over.
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.
- Email hello@pawnvision.com
- Call Book a 20-min discovery →
- Studio Islamabad, Pakistan · remote-friendly
- Reply Within one business day
Custom software
Cloud & scale
AI systems
Data & platforms
Advisory
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.