Modern companies aiming to improve customer satisfaction, staff productivity, and corporate efficiency are increasingly embracing artificial intelligence (AI). However, if you haven’t yet started, you may fear that your company might fall behind. The lack of knowledge in data science, AI, or machine learning might be the cause of this concern. But don’t worry, we’ve got you covered!
Introducing AI Modeler
We’ve been diligently working to integrate AI into Zoho Creator, while adhering to our low-code principles. We’re thrilled to introduce AI Modeler, a feature born from our efforts. AI Modeler simplifies the use of AI for low-code developers, enabling them to harness the power of machine learning without needing extensive programming knowledge.
What is AI?
Artificial Intelligence (AI) Models recognize patterns based on previous data, which in turn can be used to make predictions, decisions, or interpretations. Although AI models are usually built based on various suitable machine learning algorithms, Zoho Creator has simplified the process by combining these algorithms into an intuitive interface that completely hides their complexity. This helps low-code developers utilize machine learning without having to worry about the underlying mechanism.
Benefits for Zoho Creator
When applied on Zoho Creator, AI models can optimize business processes by forecasting future outcomes or automating operations that normally need human intervention. For example, a CRM application built on Zoho Creator can use AI to predict if a prospective client can be converted based on present and past data. This insight can be used by the sales team to devise ways to approach the client. Alternatively, a Survey application built on Zoho Creator can use AI to automatically analyze the sentiment expressed in the feedbacks
Key Features of AI Modeler
No-Code AI Builder: AI modeler includes a no-code AI builder that helps you harness the power of AI without having knowledge of programming. The AI Modeler feature will be available under the Microservices section. From there, you can jump into the world of AI with our ready-to-use models, which we’ve prebuilt and rigorously tested for your use. You’ll only have to choose the application name and the form name to deploy these models—it’s that easy!
Custom models: Custom models allow you to build customized AI models tailor-made for your business by providing it with unique data based on which it can work. Here, you’ll need to provide the model with sample datasets relevant to your business for it to get familiarized with—this is called training —and then you can test whether it works as intended before deploying it.
Types of AI Models Available
Prediction Models (Custom):
Prediction models process known results from historical data, and try to forecast future outcomes. It allows you to use data from an existing form or CSV file and predict future outcomes with just a few clicks.
Prediction models predict future events or outcomes by analyzing different patterns in past data. Once we provide sufficient historical data, the prediction model starts analyzing the data patterns and learns to link those patterns with the historical outcomes. The prediction model uses the power of Artificial Intelligence (AI) to learn and recognize those patterns in new data and predict potential outcomes with a certain level of accuracy.
OCR (Ready-to-use and Custom):
Optimize operations, eliminate repetitive manual tasks, and digitize your business by using our OCR model to extract text from images. The ready-to-use OCR model will extract all the text it identifies in the image, while you can build a custom OCR to extract specific text from images into fields in your forms. Tag the fields to the corresponding values once and eliminate manual data entry forever
Object Detection (Ready-to-use and Custom):
Object detection models are used to identify specific objects in images and use them to optimize business processes. Our ready-to-use model is trained to identify common objects (like people, dogs, cars, etc). Otherwise, you can build a custom model and provide it with the training data for the objects you want to identify.
Keyword Extraction:
This functionality extracts the most important, representative words/phrases from large amounts of text data. In consumer facing industries, keyword extraction is quite helpful in analyzing customer responses without having to go through each response manually.
Sentiment Analysis (Ready-to-use):
The sentiment analysis model analyzes text and predicts the sentiment expressed (positive, negative, or neutral). Sentiment analysis is widely used across industries to assist in analyzing customer feedback, customer support management, and social media monitoring.
Generally, in order to deploy an AI model, it needs to be built based on suitable ML algorithms, fed with a dataset of appropriate size and quality, trained so it recognizes patterns, and tested to ensure accurate results. For ready-to-use AI models, all these steps are properly implemented and made available in Zoho Creator applications as fields in forms.
However, in some scenarios, AI models need to be tailor-made for a specific requirement. To satisfy this purpose, Zoho Creator’s AI Modeler can be used to build custom AI models to get desirable results. This can be viewed as a builder that lets you easily create AI models without directly working with any deep learning concepts.
Simplifying AI Deployment
Generally, deploying an AI model involves several steps: building based on suitable ML algorithms, feeding a dataset of appropriate size and quality, training to recognize patterns, and testing to ensure accuracy. For ready-to-use AI models, these steps are already implemented and available in Zoho Creator applications as form fields.
However, for specific requirements, custom AI models can be built using Zoho Creator’s AI Modeler. This allows you to create AI models easily without directly working with deep learning concepts.
With AI Modeler, Zoho Creator makes it possible for businesses to leverage AI’s power without needing extensive technical expertise. This no-code approach opens up new possibilities for optimizing business processes and improving overall efficiency.
Conclusion
AI Modeler in Zoho Creator offers a groundbreaking no-code approach to integrating artificial intelligence into business applications. By simplifying the complexities of machine learning, it empowers low-code developers to leverage AI’s power without extensive programming knowledge. Featuring prediction models, OCR, object detection, keyword extraction, and sentiment analysis, AI Modeler optimizes business processes, boosting efficiency and productivity.
Whether you seek to forecast outcomes, automate tasks, or gain insights from data, AI Modeler equips you with intuitive tools for achieving these goals effortlessly. Embrace AI Modeler to stay ahead in the competitive business landscape and unleash your applications’ full potential.
How Raven Labs Facilitates Implementation
Raven Labs specializes in integrating cutting-edge technologies to enhance business efficiency and foster innovation. Our expertise in Zoho Creator and AI technologies uniquely positions us to support your adoption of AI Modeler. Here’s how we can assist:
We begin by understanding your business needs, identifying AI opportunities, and devising a tailored implementation strategy.
Leveraging deep knowledge of Zoho Creator and AI, we customize models to fit your specific requirements—whether crafting bespoke prediction algorithms, refining OCR functionalities, or designing tailored object detection systems.
We provide comprehensive training and seamless deployment, ensuring your team maximizes AI Modeler’s benefits without disruption.
Post-implementation, we offer ongoing support and optimization, continuously refining AI models to enhance accuracy and efficiency.
Beyond standard offerings, we innovate by integrating AI with other tools to create unique solutions that drive business growth.
Partner with Raven Labs to integrate AI seamlessly into your operations, gain a competitive edge, and unlock the full potential of AI Modeler. Let us propel your business forward with transformative AI solutions.
