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Generative AI Development Company

We help you to utilize the potential of Generative AI to build intelligent systems capable of learning, adapting, and evolving.

Generative AI development use cases

SERVICES

Our Generative AI powered development services

Our team of specialists focuses on providing state-of-the-art generative AI development services that are customized to suit your individual business requirements. We leverage our proficiency in various AI technologies, such as deep learning, machine learning, computer vision, reinforcement learning, and natural language processing.

Once we have defined the client’s problem, we develop a functional Generative AI product or service modeled and trained to give the desired outputs. We use a combination of several technologies including deep learning, probabilistic programming, NLP, and neural networks to train and deploy the AI solution on various platforms.

We help our clients by consulting them on AI solution that is best suited to their needs. As generative AI is still evolving there could be many approaches to developing a custom AI-powered solution. That way, AI expert team can help clients understand the most efficient, low cost and low-maintenance solution that is better suited.

We build Generative AI products which are scalable and deployable easily on multiple devices. We use AWS and Microsoft Azure to easily deploy AI models. Our AI engineers has experience in containerization technology such as Docker or Kubernete which allows them to easy deploy generative AI-powered products on different platforms and devices.

We provide generative AI product maintenance and support service. Our main goal is to always maintain high-quality content and ensure the AI model function effectively. We continuously train data and algorithms and make sure algorithms are improved over time as they learn. We also identify and rectify any issues or defects in the generated AI products.

Generative AI End-to-End Development

Once we have defined the clients problem, we develop a functional Generative AI product or service modelled and trained to give the desired outputs. We use a combination of several technologies including deep learning, probabilistic programming, NLP and neural networks to train and deploy the AI solution on various platforms.

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Generative AI Consulting

We help our clients by consulting them on AI solution that is best suited to their needs. As generative AI is still evolving there could be many approaches to develop a custom AI-powered solution. That’s way, AI expert team can help clients understand the most efficient, low cost and low maintenance solution that is better suited.

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Generative AI Model Replication

We build Generative AI products which are scalable and deployable easily on multiple devices. We use AWS and Microsoft Azure to easily deploy AI models. Our AI engineers has experience in containerization technology such as Docker or Kubernete which allows them to easy deploy generative AI-powered products on different platforms and devices.

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Generative AI Support

We provide generative AI product Maintance and support service. Our main goal is to always maintain a high-quality content and ensure the AI model function effectively. We continuously train data and algorithms and make sure algorithms are improved over time as they learn. We also identify and rectify any issues or defects in the generated AI products.

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PROUD WORK

Our AI-Powered Projects

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SmartEats

Nutrition. It is an AI based app designed to enable users to add real-time food recognition & typing free food tracking.

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Writeback

Social. An AI-powered one-of-a-kind digital experience curated for sending and receiving letters.

BENEFITS

Generative AI based solutions development benefits

1. Increased Creativity

Using techniques like generative adversarial networks (GANs), RNNs, VAEs, and NLP, there are a lot of possibilities to create new data which is unique in its way. We can also use Generative AI to provide new ideas and concepts which can help to stimulate and improve creative thinking.

2. Increased Efficiency

With the help of Generative AI we can increase your work efficiency. Redundant tasks can be automated, insights and predictions can be used for faster decision-making, and by tailoring interfaces, we can help you reduce errors and find areas of improvement faster in your existing products.

Generative AI benefits

3. Increased Personalization

Generative AI can be also used to enhance the personalization of your product and user experiences. Be it for marketing, or learning experiences, generative AI can be vitally applied for content creation for more specific and user-centric solutions.

4. Increased Innovation

We can help you explore more datasets and patterns and generate innovative solutions to build a smarter AI product for your target audience. Also, products can be built better with new perspectives, insights, and feedbacks generated using Generative AI.

TOOL & TECHNOLOGY

Technology stack we use to build Generative AI-powered solutions

Our Generative AI developers recommend the best technology stack to develop digital solutions for business.

Stability Diffusion tech stack

PROCESS

Our Generative AI based development process

Our Generative AI developers undertake a meticulous approach to better understand your company’s objectives and how to create an engaging, user-friendly, and smooth Generative AI solutions for your target audience.

Define the problem

We need to first understand the problem we want to solve using a generative ai product. We start with a conversation with our clients and put together their specific requirements to identify the type of content to be generated, their target audience, and content use cases.

Gather Data

Data collection is the next step in the generative AI process. Using various technologies we first identify the source of data and then collect the data and preprocess it to build the AI model. Examples of sources can be existing product designs, user-generated content, or user-research.

Design the model

Our AI engineers then use appropriate ML and DL algorithms and neural networks to architect the solution model based on the problem.

Train & Evaluate the model

Once the model is designed with the preprocessed data, we train the model, adjust the parameters and evaluate the output for quality and accuracy checks.

Deploy the model

After the model is ready, our team deploy it on existing deployment devices and make sure they are integrated into existing product or service.

Monitor and optimize

Monitoring the generated content, its efficiency, accuracy and optimization is key to the whole process. We continuously monitor the generative ai product and test the outputs and make necessary adjustments to get the desired results.

EXPERTISE

Our Expertise in Generative AI Development

1. Machine Learning

Our developers possess extensive knowledge and experience in various AI development services. They can proficiently implement machine learning concepts such as predictive modeling, NLP, and deep learning to create robust diffusion model-driven solutions that transform textual data into visual data.

2. Fine Tuning

Fine-tuning Stable Diffusion models on a smaller dataset can tailor them to a specific task, which is commonly referred to as transfer learning. By doing so, computation and data requirements for training a top-notch model for a particular use case can be reduced.

3. Deep Learning

Our comprehensive knowledge of deep learning models enables us to leverage multi-layered artificial neural networks to model intricate patterns in data. Moreover, we adeptly utilize the Stable Diffusion deep learning architecture specifically designed for NLP tasks to engineer high-performing solutions.

4. Transfer Learning

Our area of expertise lies in transfer learning, an AI technology that enables the utilization of pre-trained models on comparable tasks, which enhances performance and reduces training time. We possess a profound understanding of how to leverage pre-trained models to address specific issues, resulting in efficient and effective solutions.

Ready to harness the power of Generative AI?

Contact us today to explore limitless possibilities with our expertise.

AI MODELS

AI powered models we are experienced in

AI models
“Markovate has always stood out due to its consistently high professionalism and customer support standards. We recommend them to anyone looking for product development.”

Edward Louis
Director of Technology, Trapeze

“Markovate has helped us build multiple products in the past. We definitely recommend them to anyone looking for product development.”

John D
CEO, Aisle24

“Worked with Rajeev and Mansi both for Hawaii Revealed app development and launch. Excellent people with a thorough understanding of their business. Experts in providing solutions for scalability and product modernization.”

George Thompson
Sr. VP, Hawaii Revealed

“In every sense, working with Markovate has been amazing. The experience & outcomes were excellent from conception to creation & throughout the evolution phase. We are grateful that we could find Markovate to assist us as our mobile application met our expectations.”

Michael Sedigh
CFO, 3M Corporation

“Worked with Markovate and Mansi Takyar for our software launch in Canada. She has excellent business sense and truly added value to our product’s success. We highly recommend Markovate.”

David Singh
VP Strategy and Operations, Kira Talent

“I recommend Markovate to owners looking to design a new product or planning to develop it. Their team is fully skilled in building mobile applications and web solutions. ”

Lucie Lalumiere
President & CEO, Interactive Ontario

Our Proud Clients

Over the past decade, we have developed creative solutions for Fortune 500 companies, small businesses, and technology startups. Check out how we helped them transform their corporate structure.

FAQ’s

Generative AI Development

What exactly is Generative AI?

Generative AI refers to a type of artificial intelligence that is capable of generating new data or content, such as images, music, text, or even entire virtual worlds. This is in contrast to other types of AI, such as discriminative models, which are designed to classify or recognize existing data.

What is the usual expense involved in creating a generative AI model?

The cost associated with developing a generative AI model can vary widely depending on various factors such as the complexity of the model, the amount of data required to train the model, the compute resources needed for training, the expertise of the developers involved, and the time taken to develop the model.

What are some examples of generative AI applications?

Some examples of generative AI applications include generating realistic images, videos, and audio, creating text, and synthesizing new data based on existing data.

What is the typical timeline for developing AI models?

The process of developing an AI model can take several months to a few years. It usually involves steps such as data collection and preprocessing, selecting and designing an appropriate model architecture, training and testing the model, and fine-tuning it for optimal performance.

It’s important to note that developing AI models is an iterative process, and it may require multiple cycles of development and refinement to achieve the desired level of performance.

How do you integrate Generative AI into a business?

Integrating generative AI into a business involves identifying problem areas, collecting and preprocessing data, selecting an appropriate model, training and testing the model, and integrating it into the business workflow. The specific steps will depend on the organization’s needs and goals.

 

 

OUR BLOGS

Our specially

curated Generative AI blogs.

Our specially curated and compiled tech blogs.
AudioLDM: Revolutionizing Text-to-Audio Generation Quality

AudioLDM: Revolutionizing Text-to-Audio Generation Quality

Generative AI
AudioLDM, a groundbreaking technology in the field of audio embedding and text-to-audio generation, is transforming the way we perceive and...
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Intelligent Agents that Astound: Generative AI agents

Intelligent Agents that Astound: Generative AI agents

Generative AI
All the revolutions of the last few centuries are one thing, but the recent advent of AI is quite another....
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Need help building a Generative AI solution for your business?

Contact our solutions specialists now!