AI
· 6 min read
What is RAG, and why does your business need it?
Retrieval-augmented generation lets an AI assistant answer from your own documents instead of guessing. Here is how it works, in plain English.
Web · AI · SEO · Digital marketing
We build websites,
AI & growth
that deliver.
PNG Software is a full-service technology partner — from custom websites and AI solutions to SEO and digital marketing, built on the right technology for your business. Delivered on time, supported for the long term.
On-time deliveryClear milestones and weekly demos.
Long-term supportWe stay with you after launch.
Project guidanceRight scope, stack and priorities.
AI-first engineeringRAG and GenAI where they add value.
Who we are
PNG Software helps ambitious businesses grow with modern websites, practical AI and marketing that is measured in results — not vanity metrics.
- Web applications delivered
- 10+
- Web applications delivered
- Client satisfaction
- 100%
- Client satisfaction
- Core service lines
- 7
- Core service lines
What we do
Everything you need to launch, grow and scale online.
Seven service lines under one roof — so strategy, build and marketing all pull in the same direction.
AI that knows your business
Retrieval-augmented generation, built for real work.
We connect large language models to your own data, so answers are accurate, current and traceable.
RAG assistants
Chatbots that answer from your documents, with citations.
Generative AI
Automated content, summaries and workflows that save hours.
AI Centre of Excellence
Standards, accelerators and training to scale AI safely.
Why PNG Software
A partner that's still here after launch day.
We measure ourselves by deadlines met and relationships kept — not by how fast we can hand over a project.
- 01
On-time project delivery
Clear milestones, weekly demos and honest status updates — so launch day lands when we said it would.
- 02
Long-term support
We stay after go-live: maintenance, monitoring, upgrades and new features as your business grows.
- 03
Project guidance
From idea to roadmap, we help you choose the right scope, stack and priorities before a line of code is written.
- 04
Client-centric
Your success is our priority. One accountable team, direct communication, no hand-offs into the void.
How we work
A clear path from idea to launch.
- 01
Discover
We learn your goals, users and constraints, then shape a focused scope.
- 02
Design
Wireframes, visual design and architecture — reviewed with you before build.
- 03
Build
Agile sprints with weekly demos, so you see progress, not promises.
- 04
Launch & grow
Go live, measure, optimise — and keep supporting you long after launch.
Insights
Ideas from our team.
SEO
· 5 min read
A practical technical-SEO checklist
Before you write another blog post, make sure search engines can crawl, render and understand the site you already have.
Delivery
· 4 min read
How we deliver projects on time — every time
On-time delivery isn't luck. It's a handful of habits we apply to every engagement, from the first call to launch day.
Let's talk
Let's build the future together.
Whether you're a startup or an enterprise, we're here to turn your vision into reality.