AI & Machine Learning
Predict. Strategize. Automate. Empower.
With AI & Machine Learning for the everyday, focus on tasks that matter.
From intelligent forecasting and personalised recommendations to fully operational AI Agents, you can move beyond experimentation and put AI to work where it matters most.
AI with the Right Data Foundation
AI is only as powerful as the data behind it. That’s why we focus on data first, ensuring it’s unified, governed, and aligned with your business needs. With the right data foundation in place, every model becomes more accurate, every decision more informed, and every experience more relevant.

AI Outcomes: What Your Business Can Achieve with Google Vertex AI
Our machine learning solutions give you the flexibility of an open, scalable AI platform, integrated with open-source frameworks and optimised for faster deployment at lower cost.
We don’t just build models, we help you operationalise them. With our end-to-end AI and MLOps services, you gain the confidence to move from prototype to production, securely and at scale.
Here’s what your business can achieve:
Conversational AI
Apply generative large language models along with your owned data to enhance conversations.
Explore Conversational AI →
Innovate with Generative AI
Making it easy to change the way you create, connect, and collaborate.
More about GenAI →
Have data-based insights
Detect patterns
Develop experiences
Shift strategies and tasks in real-time
AI & ML Solutions We Deliver
Whether you are taking your first steps in AI or already have advanced AI systems at the core of your business, we offer tailor-made solutions to meet both your current and evolving needs.
Instead of taking weeks to onboard and months to launch a real-world model, we focus on AI implementation that will deliver business value fast. Find out how your business can start benefiting from the following:

Conversational AI & Virtual Assistants
Make data and service experiences accessible through natural language, enhancing interactions and efficiency.
Automate interactions, provide instant answers, and offer personalised support across various touchpoints. Discover more →
Improve digital customer engagement using LLM-powered agents in retail and service environments.
Launch AI agents with Google’s SaaS platform, Agentspace, and start delivering ROI in weeks.
Customer Intelligence & Personalisation
Predict future value by customer to prioritise retention and acquisition investments. Discover more →
Detect early signs of customer loss and take proactive steps to retain them. Discover more →
Identify leads most likely to convert to guide sales and marketing focus. Discover more →
Group customers by behaviour, value, or intent for smarter targeting. Discover more →
Recommendation Engines
Deliver relevant experiences and boost engagement through smart suggestions.
Suggest the right product at the right time, across every channel. Discover more →
Drive upsells with behaviour-based product pairings.
Deliver articles, videos, or offers tailored to user interests. Discover more →
Search, Classification & Content Intelligence
Make content easier to find, organise, and personalise with classification and NLP.
Use page classification and NLP to enhance findability and relevance. Discover more →
Tag and categorise content to power better recommendations and targeting.
Discover more →
Organise large content libraries automatically based on topic similarity.
Why Crystalloids?
Smart AI agents need more than just great prompts, they need clean, connected, and well-governed data. That’s where Crystalloids comes in. As a trusted Google Cloud Premier Partner, we help you lay the right data foundation to build secure, scalable, and high-performing AI solutions.
Built on Strong Data Foundations
Even the smartest AI won’t perform without clean, connected, and trusted data. If your systems are fragmented, outdated, or hard to access, your agents will fall short. We help you break down silos, organise your data, and create the foundation AI needs to deliver real, measurable business impact.
15+ years of Google Cloud expertise
Crystalloids was built on one belief: data should drive better decisions. We were among the first companies to adopt BigQuery and have never looked back. With 50+ certifications and multiple Google Cloud specialisations, we’ve helped businesses move faster, smarter, and more securely.
Tailored Solutions
No two businesses are the same and neither are their agents. Whether you're testing your first conversational AI agent or scaling a company-wide initiative, we work with you to design a solution that fits your unique goals, systems, and team. From data integration to deployment, we build around you, not the other way around.