About RayMish

AI-Native EngineeringBuilt for Impact

We're not generalist consultants. We're AI-only specialists who design, build, and deploy production-grade AI systems that drive real business outcomes.

7+
Years Experience
2-3×
Avg Velocity Gain
60%
Fewer Bugs
70%
Faster Reviews
Our Mission

Engineering AI Into the Foundation

Most organisations add AI as a feature. We engineer AI into the foundation of products, platforms, and teams.

Our mission is to help enterprises move from AI experimentation to production-grade AI systems with measurable business impact—faster ROI, scalable systems, and sustainable AI capability.

Build production-ready AI systems, not experiments
Accelerate engineering teams with AI-native practices
Deliver measurable business outcomes, not just features
Create sustainable AI capability, not vendor lock-in

AI-First Mindset

We engineer AI into the foundation of products, platforms, and teams—not as an afterthought.

Production-Grade Quality

We build AI systems for the real world—reliable, secure, and ready for enterprise scale.

Engineering Velocity

We help teams move 2-3× faster using AI-native development practices and tools.

Measurable Outcomes

We focus on real business impact—faster ROI, scalable systems, and sustainable capability.

Our Journey

From Startups to AI-Native

Our evolution from web/mobile product development to AI-native engineering specialization.

2019

Founded

Started helping startups build web and mobile applications with modern tech stacks

2020

Product Focus

Expanded into full-stack product development for early-stage companies

2021

AI Exploration

Began experimenting with AI/ML integrations in client projects

2022

GenAI Early Adoption

Early adoption of GPT and LLM technologies for client solutions

2023

AI-Native Transition

Shifted focus to AI-native engineering and intelligent systems

2024

Engineering Acceleration

Developed AI-native development practices for faster delivery

2025

Production AI Focus

Specialized in production-grade AI systems and enterprise solutions

2026

AI-Only Practice

Fully committed to AI-native engineering as core specialization

Why RayMish

What Makes Us Different

We're builders who specialize in AI-native engineering, not generalist consultants.

AI-Only Specialists

We focus exclusively on AI-native engineering. No dilution, no distractions—just deep AI expertise.

Builders, Not Just Advisors

We design and implement production systems, not just create PowerPoint strategies.

Engineering Acceleration Focus

Our unique practice helps teams move 2-3× faster with AI-native development.

Production-Grade Systems

We build for reliability, security, and scale from day one—not just demos.

Business Outcomes Focus

We measure success by ROI, velocity gains, and real business impact.

Enterprise + Startup Speed

Enterprise credibility with startup velocity—best of both worlds.

Ready to Build AI That Works?

Join enterprise clients who trust us to deliver production-grade AI systems. Get a free consultation to explore how we can help.

AI-Only Specialists • Production-Grade Systems • Measurable Outcomes