AIDevelopment
We build the technical infrastructure behind AI products — from model training pipelines to production-grade inference APIs.
From prototype to production-grade AI.
Building an AI product requires more than a model. It demands robust data pipelines, scalable serving infrastructure, monitoring systems, and the engineering discipline to keep it all running reliably at scale. That's exactly what we deliver.
We specialise in taking AI from proof-of-concept to production — handling the hard engineering problems of latency, throughput, model versioning, and continuous retraining so your team can focus on the product.
What we do
Our areas of expertise
LLM Fine-Tuning & RAG
Custom fine-tuned language models and retrieval-augmented generation systems grounded in your proprietary data.
MLOps & Model Serving
CI/CD pipelines for ML, automated retraining, A/B testing, and low-latency inference infrastructure.
Vector Databases
Semantic search and similarity retrieval at scale using Pinecone, Weaviate, and pgvector.
AI Agent Systems
Multi-agent orchestration frameworks that plan, reason, and execute complex multi-step tasks autonomously.
Client Success
Sub-100ms inference latency at 10,000+ requests per second
We've built AI development infrastructure for SaaS companies that needed to embed intelligence into their core product without rebuilding their entire stack. Our modular approach means AI capabilities slot into existing architectures cleanly.
One of our clients reduced their model inference costs by 65% after we migrated their serving layer to a custom-optimised deployment — without any degradation in accuracy or response time. When you hire AI developers from Amethyst, you get a full AI development company behind you — not just individual contractors, but a team that owns the entire pipeline from prototype to production.
The Core Difference
What Makes Us Different.
We create cinematic digital experiences that capture attention and drive unparalleled performance.
AI Integration
Advanced neural networks powering your workflow with intelligent automation and real-time insights.
Ultra-Fast Performance
Zero lag, 60fps interactions, and instant load times optimized for the most demanding applications.
Modern UI/UX
Premium aesthetics designed for the next generation, blending beauty with functional excellence.
Secure by Design
Enterprise-grade security at every layer, ensuring your data and users are always protected.
Scalable Architecture
Built to grow with your business demands, from startup to global enterprise without missing a beat.
Cinematic Motion
Fluid, high-end animations that create an immersive and interactive user experience.
Our ProcessHow We Build Your Vision
A proven 6-step process refined across 800+ projects — transparent, collaborative, and built for results.
Step 01
Discovery & Research
Understanding your vision
We deep-dive into your business goals, target audience, and competitive landscape. Every great product starts with asking the right questions — and listening carefully to the answers.
What you receive
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Sarah Mitchell
Head of Product, NovaTech AI
“Amethyst completely transformed our digital presence. The animations are buttery smooth and the attention to detail is second to none. We saw a 38% increase in user engagement within the first month.”
James Thornton
CEO & Founder, Apex Ventures
“We've worked with many agencies but none come close to this team. They delivered a product that genuinely wowed our investors and drove a 40% increase in sign-ups within the first quarter.”
Priya Nair
CTO, Synapse Labs
“The performance optimizations they implemented are world-class. Our Lighthouse score went from 64 to 97. The technical depth of this team is genuinely rare in the market.”
Marcus Webb
Creative Director, Horizon Studio
“Finally an agency that understands design at the deepest level. Every micro-interaction feels intentional and premium. Our clients constantly ask who built our website.”
Leila Hassan
VP Marketing, ClearPath SaaS
“Our conversion rate doubled after the redesign. The new landing page communicates our value proposition instantly. ROI on this project was evident within 6 weeks of launch.”
Sarah Mitchell
Head of Product, NovaTech AI
“Amethyst completely transformed our digital presence. The animations are buttery smooth and the attention to detail is second to none. We saw a 38% increase in user engagement within the first month.”
James Thornton
CEO & Founder, Apex Ventures
“We've worked with many agencies but none come close to this team. They delivered a product that genuinely wowed our investors and drove a 40% increase in sign-ups within the first quarter.”
Priya Nair
CTO, Synapse Labs
“The performance optimizations they implemented are world-class. Our Lighthouse score went from 64 to 97. The technical depth of this team is genuinely rare in the market.”
Marcus Webb
Creative Director, Horizon Studio
“Finally an agency that understands design at the deepest level. Every micro-interaction feels intentional and premium. Our clients constantly ask who built our website.”
Leila Hassan
VP Marketing, ClearPath SaaS
“Our conversion rate doubled after the redesign. The new landing page communicates our value proposition instantly. ROI on this project was evident within 6 weeks of launch.”
Sarah Mitchell
Head of Product, NovaTech AI
“Amethyst completely transformed our digital presence. The animations are buttery smooth and the attention to detail is second to none. We saw a 38% increase in user engagement within the first month.”
James Thornton
CEO & Founder, Apex Ventures
“We've worked with many agencies but none come close to this team. They delivered a product that genuinely wowed our investors and drove a 40% increase in sign-ups within the first quarter.”
Priya Nair
CTO, Synapse Labs
“The performance optimizations they implemented are world-class. Our Lighthouse score went from 64 to 97. The technical depth of this team is genuinely rare in the market.”
Marcus Webb
Creative Director, Horizon Studio
“Finally an agency that understands design at the deepest level. Every micro-interaction feels intentional and premium. Our clients constantly ask who built our website.”
Leila Hassan
VP Marketing, ClearPath SaaS
“Our conversion rate doubled after the redesign. The new landing page communicates our value proposition instantly. ROI on this project was evident within 6 weeks of launch.”
David Kowalski
Engineering Lead, StackFlow
“The code quality is exceptional — clean, documented, and scalable. It was a pleasure reviewing their PRs. They clearly take craftsmanship seriously and it shows in every commit.”
Yuki Tanaka
COO, Orion Digital
“From day one the communication was seamless. They took our rough brief and turned it into an award-worthy product. Exceeded every expectation we had going into the project.”
Omar Farooq
Founder, BuildSmart Technologies
“We needed a mobile app built fast without cutting corners. Amethyst delivered in 10 weeks — fully tested, beautifully designed, and ready for the App Store. Couldn't ask for more.”
Amara Osei
Brand Strategist, Meridian Co.
“The brand identity and web presence they created for us is iconic. Our brand feels elevated, modern, and instantly recognizable. We've received more inbound leads than ever before.”
David Kowalski
Engineering Lead, StackFlow
“The code quality is exceptional — clean, documented, and scalable. It was a pleasure reviewing their PRs. They clearly take craftsmanship seriously and it shows in every commit.”
Yuki Tanaka
COO, Orion Digital
“From day one the communication was seamless. They took our rough brief and turned it into an award-worthy product. Exceeded every expectation we had going into the project.”
Omar Farooq
Founder, BuildSmart Technologies
“We needed a mobile app built fast without cutting corners. Amethyst delivered in 10 weeks — fully tested, beautifully designed, and ready for the App Store. Couldn't ask for more.”
Amara Osei
Brand Strategist, Meridian Co.
“The brand identity and web presence they created for us is iconic. Our brand feels elevated, modern, and instantly recognizable. We've received more inbound leads than ever before.”
David Kowalski
Engineering Lead, StackFlow
“The code quality is exceptional — clean, documented, and scalable. It was a pleasure reviewing their PRs. They clearly take craftsmanship seriously and it shows in every commit.”
Yuki Tanaka
COO, Orion Digital
“From day one the communication was seamless. They took our rough brief and turned it into an award-worthy product. Exceeded every expectation we had going into the project.”
Omar Farooq
Founder, BuildSmart Technologies
“We needed a mobile app built fast without cutting corners. Amethyst delivered in 10 weeks — fully tested, beautifully designed, and ready for the App Store. Couldn't ask for more.”
Amara Osei
Brand Strategist, Meridian Co.
“The brand identity and web presence they created for us is iconic. Our brand feels elevated, modern, and instantly recognizable. We've received more inbound leads than ever before.”
Let's
Talk.
Need a custom audit? Want to integrate our API? Or just want to say hello? We read every message.