We Build AI Automated Software Faster, Smarter, Without Bloat

We help companies ship better products by integrating AI into their development process and infrastructure - not just their product.

Hero Illustration

AI-Powered Solutions

Got an idea? A messy tech stack? Or just curious about AI?
You're in the right place.

AI Automated Development Workflow

AI Automated Development Workflow

We integrate AI into your dev process - automated pipelines, LLM-assisted code review, and intelligent documentation. Your team ships faster without adding headcount.

RAG / LLM Integration

RAG / LLM Integration

We build AI that answers questions using your own data - documents, databases, internal knowledge. No generic chatbot wrappers. Deployed into your existing stack using Claude and LangChain.

Cloud & AWS Architecture

Cloud & AWS Architecture

We design and build production-ready cloud infrastructure on AWS and GCP where required. Whether you're migrating from on-prem or scaling an existing system, we deliver with CI/CD and cost controls built in.

Web Development

Web Development

Full-stack web applications built to scale. Clean architecture, real test coverage, and APIs your team can maintain and grow.

Mobile Development

Mobile Development

Cross-platform iOS and Android apps built with React Native and Flutter. One codebase, two platforms - from MVP to App Store without a separate native team.

Applied AI Research

Applied AI Research

We build and run our own AI-powered products - TrendDesk, PitchDesk, and more. What we learn building for ourselves, we bring to your problems.

How We Work

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Understand first, build second

We start with a short discovery - your stack, your constraints, your goal. No solution before we understand the problem.

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Understand first, build second

We start with a short discovery - your stack, your constraints, your goal. No solution before we understand the problem.

Milestone-based delivery

Work is broken into clear milestones with deliverables. You pay per milestone, not upfront. You always know what's coming next.

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Milestone-based delivery

Work is broken into clear milestones with deliverables. You pay per milestone, not upfront. You always know what's coming next.

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Small team, direct access

You work with the people building, not account managers. One point of contact, no handoffs.

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Small team, direct access

You work with the people building, not account managers. One point of contact, no handoffs.

AI-first by default

We look for where AI reduces build time or improves the product - not as a gimmick, but where it genuinely fits.

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AI-first by default

We look for where AI reduces build time or improves the product - not as a gimmick, but where it genuinely fits.

Insights

Practical thoughts on AI, product building, and technology -
based on real problems, real solutions, and what actually works.

Stories Behind the Products

Every project starts with a problem and ends with a result.
These case studies show how we design, build, and scale with purpose. And
where AI actually made a difference.

Case Study 1

From On-Premise to Cloud - 30% Cost Reduction in Year One

We migrated a client's entire on-premise data center across the USA and China to AWS and Alibaba Cloud - with minimal downtime, full data integrity, and Kubernetes at the core

The Challenge

Our client was running ageing on-premise infrastructure across two regions - USA and China. The problems were compounding:

  • High maintenance and operational costs
  • No ability to scale during seasonal demand spikes
  • Poor disaster recovery - single points of failure
  • Slow feature delivery - Infrastructure was blocking growth

They needed to move to cloud. The catch: operations had to keep running during migration.

Case Study 2

AI That Actually Understands Your Business - Not Just Your Prompt

We built an AI development workflow using MCP and RAG that connects Claude to a private knowledge base: codebase, documentation, business processes, so developers get answers grounded in real context, not hallucinations

The Challenge

Most teams that try AI coding assistants hit the same wall quickly.

The tools are impressive on generic tasks - but the moment a developer asks something specific to their system, the answers fall apart. The AI doesn't know their architecture, their naming conventions, their business rules, or why decisions were made three years ago.

We work with clients across the world, building products that scale beyond borders

Thinking About AI?

Let's Talk

Not sure where AI fits in?
Let's talk it through and build
something that makes sense.