Build, train, and deploy intelligent solutions
Utilize artificial intelligence to create smarter solutions, drive innovation, and enhance customer experiences. From no-code AI models to advanced machine learning pipelines, Zoho’s AI/ML solutions empower you to stay ahead of the curve.
<Innovation st|Transform ideas into reality
Whether you’re building an app, integration, or custom solution, Zoho’s AI & ML tools offer unmatched flexibility and power. With our intuitive tools and platforms you can:
Simplify complex tasks
Use pre-built AI models and drag-and-drop functionality to automate workflows and streamline processes.
Gain deeper insights
Analyze data to uncover hidden patterns and predict future trends, enabling data-driven decision making.
Personalize experiences
Deliver personalized recommendations and content, fostering customer engagement and loyalty.
Boost efficiency
Automate repetitive tasks, freeing your team to focus on strategic initiatives.
< Choose the AI/ML-based tool that best fits your needs/>
Catalyst by Zoho
Catalyst is the ultimate platform for developers who need unlimited flexibility to build custom solutions.
Catalyst QuickML
Our advanced no-code pipeline builder enables you to create custom ML models for complex use cases like fraud detection, churn prediction, and prospect identification. Train and build models from scratch using your organization's data.
Learn moreUse cases:
Custom Model Training & Deployment:
Train and deploy AI/ML models tailored to specific business needs, such as fraud detection, supply chain optimization, and more.
Predictive Maintenance for IoT Applications:
Integrate AI models into IoT applications to predict machine failures, optimize energy usage, and enhance operational efficiency with real-time insights.
Zia Services
Train and deploy machine learning models effortlessly, even without deep technical expertise. Use prebuilt datasets for quick insights or upload your own to generate custom predictions tailored to your business needs.
Learn more



Use cases:
Advanced Image & Video Recognition:
Detect objects, classify images, or perform facial recognition with pre-trained models, custom integrations, and real-time processing capabilities.
Sentiment and Emotion Analysis:
Build apps that analyze sentiment or detect emotions in social media posts, emails, or feedback for marketing and customer experience insights.
Catalyst ConvoKraft
Build context-aware, NLU-powered conversational chatbots and seamlessly embed them into your application. Leverage AI-driven chatbots to deliver round-the-clock service, provide instant responses, and enhance user engagement.
Learn more
Use cases:
Bookings & Appointments
Businesses can build bots that handle scheduling effortlessly. The bot can check availability, book appointments, and confirm reservations in real-time.
Customer Support & Sales
Bots can assist potential customers by answering product inquiries, providing pricing details, and even processing orders, improving customer satisfaction.
Zoho Creator
Zoho Creator combines the power of low-code and AI to help you design, develop, and run any business software you need.
AI-based app creation
Develop apps in seconds using Zia–Zoho's intelligent assistant, integrated with OpenAI. This GenAI powered app building lets you create apps from prompts and raw files, configure complex automations, and personalize your app with contextual intelligence.
Learn moreInfuse AI into apps
Empower your apps to think, analyze, and make smarter real-time decisions tailored to your needs by deploying custom AI models for optical character recognition (OCR), prediction, and object detection.
Learn moreFeatures for seamless app development
Build apps from prompts
Build your application and its components by simply describing the app in natural language—Zia will do the heavy lifting for you.
Code with AI assistance
Generate Deluge scripts using prompts to automate application routines and optimize workflows. With Zia, you can also optimize your existing Deluge code.
Transform raw data into apps
Turn files containing raw and unstructured data into full-fledged business applications with the relevant forms, reports, dashboards, sections, and themes.
Harness data intelligence
Choose from Zoho Creator's ready-to-use, pretrained models or train your own no-code AI models to automate information extraction and analysis.
How to Choose Between Catalyst and Creator?
Choose Zoho Creator:
If you're a business user or non-developer looking for a quick, no-code/low-code way to build AI-enabled applications with pre-built tools.
Choose Zoho Catalyst:
If you're a developer building highly custom, scalable, full-stack solutions that require granular AI/ML control and custom model training.