WHAT WE OFFER
Our Generative AI development services
We leverage our proficiency in various AI technologies, such as deep learning, machine learning, computer vision, reinforcement learning, and natural language processing.
Markovate offers Generative AI development services to help you boost innovation and creativity within your business. By automating the creation of text, video, graphics, and other media, Generative AI can streamline production processes and enhance the quality and innovation of the outputs.
WHY US
How do we build a Generative AI solution for businesses?
Markovate leverages advanced algorithms and data-driven insights to deliver unparalleled accuracy and relevance. With a keen focus on data security, model architecture, model evaluation, data quality and MLOps management, we can develop highly competitive Generative AI applications for our clients.
We streamline data preparation for businesses, employing advanced techniques to enhance data quality. Our AI engineers collaborate closely with client teams to eliminate noise and inconsistencies, ensuring your data is ready for effective use.
We recognize that data security is as important as the generative AI solutions themselves. Therefore, our AI engineers employ multi-factor authentication and robust encryption techniques to protect our clients’ data. With encryption protocols for data transmission and AES for data retrieval, we ensure seamless and secure handling of client data.
To ensure that the generative AI solutions meet your business needs, we employ rigorous evaluation methods. The techniques we use help us to test the model’s effectiveness across different data subsets, focusing on key performance metrics such as accuracy and precision. We also fine-tune model to ensure optimal performance tailored to your specific requirements.
Our MLOps team specializes in deploying solutions, ensuring the validation of outputs, and effectively reducing data processing costs. They employ a range of tools to continuously conduct cost-impact analyses, helping to optimize the financial efficiency of the solution. Additionally, they focus on maintaining consistent performance, reliability and scalability across different environments.
We help in optimizing large language models to maintain high-quality outputs while managing computational costs. Using techniques like quantization and pruning, we ensure efficient scalability to meet growing demands of the business, all while keeping expenses in check to maximize the ROI.
– DeVoice
Redefining Restaurant Ordering with a Voice Ordering Solution
We built DeVoice, which is an AI based voice agent designed specifically for restaurants and other businesses, integrating state-of-the-art voice recognition and natural language understanding.
- Futuristic Generative AI Solution for the Food & Beverage industry
- State-of-the-art voice recognition
- Provides natural dialogues and verbal responses
- Multi language support for diverse customers
- Dynamic interaction for enhanced engagement
– NVMS
Reduced Inspection Costs and Time by over 28% for Property Inspectors
We utilized Generative AI to analyze a large dataset of NVMS property photos to detect anomalies and built a conversational AI chatbot for efficient customer service.
- Deep learning and computer vision driven image data extraction
- GPT-based NLP chatbot for enhanced customer experience
- Improved work efficiency by 80%
- Image classification for detecting anomalies
– LegalAlly
Reimagine Legal Support Driven by in-Depth Legal Research
Our team leveraged Generative AI to fasten legal document analysis and drafting for a medium-sized law firm in Chicago.
- Legal Chatbot Assistant
- Improved Communication Efficiency
- Research Time Reduction by 64%
PROCESS
What is our process for building Generative AI solutions
Data Preparation
Before we use any data, we help organizations with cleaning, organizing, preparation of raw data into a format that is suitable for Generative AI implementation. This may include normalizing or standardizing numerical data, encoding categorical data, and possibly generating new features through various transformations to enhance model performance.
Data Pipeline
After gathering diverse and relevant datasets for training the generative AI model, we want to ensure data quality and relevance. Our team pre-processes the data and transforms it using techniques like data normalization, feature engineering, and imputation to minimize the data maintenance cost. We then enhance the dataset and implement data versioning to track changes and ensure reproducibility—key aspects of our generative AI development services.
Experimentation
Based on the project requirements and objectives, we choose the appropriate architecture model and neural networks such as Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), or Transformer models. Once we select the model, we train the selected model using the preprocessed quality data and evaluate it on performance metrics such as accuracy and relevance. The process we follow with our generative AI development services ensures that the selected model aligns with the project’s goals and delivers high-quality results.
Data Evaluation
We rigorously evaluate the quality and relevance of the processed data to confirm its suitability for training. Leveraging advanced data evaluation tools like Guardrails, MLflow, and Langsmith, we conduct thorough assessment and validation processes. Additionally, we implement RAG techniques designed to detect and mitigate hallucinations within the generated outputs. We ensure that the model maintains high levels of groundedness and fidelity to the training data, minimizing the risk of producing inaccurate or misleading results.
Deployment
Once we have a trained model ready and any necessary dependencies into a deployable format, we deploy it to the production environment using platforms like TensorFlow, AWS SageMaker, or AzureML. Finally, we implement a monitoring system to track the model performance in production. We gather the user feedback and through the feedback loop, we improve the generative AI model over time.
Prompt Engineering
Our team defines clear and concise prompts or input specifications for generating desired outputs from the generative AI model. We experiment with different prompt formats and styles to optimize model performance and output quality. And eventually integrate prompts seamlessly into the user interface or application workflow, providing users with intuitive controls and feedback mechanisms.
Data Preparation
Before we use any data, we help organization with cleaning, organizing, transforming raw data into a format that is suitable for training. This may include normalizing or standardizing numerical data, encoding categorical data, and possibly generating new features through various transformations to enhance model performance.
Data Pipeline
After gathering diverse and relevant datasets for training the generative AI model, we want to ensure data quality and relevance. Our team pre-processes the data and transforms it using techniques like data normalization, feature engineering, and imputation to minimize the data maintenance cost. Then we enhance the dataset and do data versioning to track changes and ensure reproducibility.
Experimentation
Based on the project requirements and objectives, we choose the appropriate architecture model and neural networks such as Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), or Transformer models. Once we select the model, we train the selected model using the preprocessed quality data and evaluate it on performance metrics such as accuracy and relevance. The process we follow with our generative AI development services ensures that the selected model aligns with the project’s goals and delivers high-quality results.
Data Evaluation
We rigorously evaluate the quality and relevance of the processed data to confirm its suitability for training. Leveraging advanced data evaluation tools like Guardrails, MLflow, and Langsmith, we conduct thorough assessment and validation processes. Additionally, we implement RAG techniques designed to detect and mitigate hallucinations within the generated outputs. We ensure that the model maintains high levels of groundedness and fidelity to the training data, minimizing the risk of producing inaccurate or misleading results.
Deployment
Once we have a trained model ready and any necessary dependencies into a deployable format, we deploy it to the production environment using platforms like TensorFlow, AWS SageMaker, or AzureML. Finally, we implement a monitoring system to track the model performance in production. We gather the user feedback and through the feedback loop, we improve the generative AI model over time.
Prompt Engineering
Our team define clear and concise prompts or input specifications for generating desired outputs from the generative AI model. We experiment with different prompt formats and styles to optimize model performance and output quality. And eventually integrate prompts seamlessly into the user interface or application workflow, providing users with intuitive controls and feedback mechanisms.
INDUSTRIES
Developing effective Generative AI solutions for every industry
Healthcare AI Solutions
We specialize in crafting tailored AI solutions for healthcare organizations aiming to adopt or enhance AI capabilities. Our expert team develops impactful integrations to advance diagnostics and streamline operations, ensuring each solution meets unique client needs.
Retail AI Solutions
Our AI expertise enables retail businesses to enhance customer experience and optimize inventory management. We develop personalized solutions that improve sales forecasting, customer engagement, and supply chain efficiencies.
Fintech AI Solutions
We deliver bespoke AI solutions to fintech firms seeking innovation in fraud detection, risk assessment, and automated customer service. Our tailored integrations enhance transaction security and operational efficiency, meeting specific industry needs.
SaaS AI Solutions
For SaaS companies, we provide AI-driven enhancements that improve user engagement, automate processes, and boost analytics capabilities. Our custom solutions are designed to integrate seamlessly with existing platforms, enhancing functionality and user experience.
Travel AI Solutions
We create customized AI applications for the travel industry to streamline booking processes, personalize customer experiences, and optimize operational logistics. Our solutions help travel businesses adapt to market changes and enhance traveler satisfaction.
Fitness AI Solutions
We build AI solutions for the fitness industry that personalize workout plans, track performance, and enhance user engagement through interactive applications. Our tailored approaches help fitness providers elevate their service offerings and client results.
Insurance AI Solutions
We help insurers harness AI to streamline claims, enhance customer experiences, and boost fraud detection. Our team builds customized solutions to address key insurance challenges, from underwriting and risk management to predictive analytics and claims automation.
Manufacturing AI Solutions
Our team collaborates with data-driven manufacturers to implement AI solutions at every level of their operations, from predictive maintenance and quality assurance to automated price forecasting and supply chain optimization.
INDUSTRIES
Developing effective Generative AI solutions for every industry
Healthcare
Healthcare AI Solutions
We specialize in crafting tailored AI solutions for healthcare organizations aiming to adopt or enhance AI capabilities. Our expert team develops impactful integrations to advance diagnostics and streamline operations, ensuring each solution meets unique client needs.
Retail
Retail AI Solutions
Our AI expertise enables retail businesses to enhance customer experience and optimize inventory management. We develop personalized solutions that improve sales forecasting, customer engagement, and supply chain efficiencies.
Fintech
Fitness AI Solutions
We build AI solutions for the fitness industry that personalize workout plans, track performance, and enhance user engagement through interactive applications. Our tailored approaches help fitness providers elevate their service offerings and client results.
SaaS
SaaS AI Solutions
For SaaS companies, we provide AI-driven enhancements that improve user engagement, automate processes, and boost analytics capabilities. Our custom solutions are designed to integrate seamlessly with existing platforms, enhancing functionality and user experience.
Travel
Travel AI Solutions
We create customized AI applications for the travel industry to streamline booking processes, personalize customer experiences, and optimize operational logistics. Our solutions help travel businesses adapt to market changes and enhance traveler satisfaction.
Fitness
Fitness AI Solutions
We build AI solutions for the fitness industry that personalize workout plans, track performance, and enhance user engagement through interactive applications. Our tailored approaches help fitness providers elevate their service offerings and client results.
Insurance
Insurance AI Solutions
We help insurers harness AI to streamline claims, enhance customer experiences, and boost fraud detection. Our team builds customized solutions to address key insurance challenges, from underwriting and risk management to predictive analytics and claims automation.
Manufacturing
Manufacturing AI Solutions
Our team collaborates with data-driven manufacturers to implement AI solutions at every level of their operations, from predictive maintenance and quality assurance to automated price forecasting and supply chain optimization.
TESTIMONIAL
What our clients say:
TOOL & TECHNOLOGY
Technology stack we use
Our experts recommend the best technology stack for custom Generative AI development to create cutting-edge solutions.
Leading brands we’ve worked with
Discover how we can supercharge your business with AI. Our commitment to delivering tangible results has helped countless companies like yours achieve their goals. See the transformative impact of our AI, Generative AI solutions and imagine the possibilities for your business.
Discover how we can supercharge your business with AI. Our commitment to delivering tangible results has helped countless companies like yours achieve their goals. See the transformative impact of our AI, Generative AI solutions and imagine the possibilities for your business.
AI-MODELS
Rich expertise across diverse AI models
GPT-3
A powerful language model capable of generating human-like text.
Davinci
It is a variant of GPT-3 with enhanced performance and larger capacity.
Curie
A variant of GPT-3 optimized for generating creative and engaging text.
Babbage
This smaller variant of GPT-3 is suitable for apps with limited computational resources.
Ada
A variant of GPT-3 designed for generating conversational responses.
GPT-3.5
An improved version of GPT-3, offering enhanced language generation capabilities and performance.
GPT-4
The next iteration of the GPT series, expected to provide even more advanced language generation abilities and improved performance.
DALL.E
A unique generative AI model capable of generating original images from textual descriptions, allowing for creative image synthesis.
Our collaboration partners
We form strategic alliances with leading platforms to guarantee the highest standards of safety and quality in every endeavor. This collaboration ensures our solutions are built on a foundation of trust and excellence, meeting the rigorous demands of our clients.
FAQs
Generative AI development services
What specific business problems can Generative AI solve for us?
We can help your business tackle challenges such as automating routine tasks, enhancing customer service through personalized interactions, generating innovative content, and deriving actionable insights from your data, ensuring solutions are precisely aligned with your strategic objectives.
What are the data requirements for Generative AI to be effective in our context?
For Generative AI to be effective, it requires access to substantial, high-quality datasets. As a generative AI development company, we assist with data preparation, working with your teams to curate, clean, and label data sets to optimize the learning and performance of the AI models.
Can Generative AI integrate seamlessly with our current IT infrastructure?
Generative AI can be seamlessly integrated with your existing IT infrastructure. With our generative AI services, we assess your existing IT infrastructure to plan seamless integration of Generative AI solutions, ensuring compatibility and efficiency without disrupting your current business processes.
What are the security measures in place to protect the data used and generated by Generative AI?
Security is paramount in our Generative AI implementations. For robust security, we implement Role-Based Access Control (RBAC), Multi-Factor Authentication (MFA), Secure Socket Layer/Transport Layer Security (SSL/TLS), and Advanced Encryption Standard (AES) to safeguard all data involved in Generative AI processes.
How can we measure the ROI of implementing Generative AI solutions?
Measuring the ROI of Generative AI involves looking at key performance indicators such as increased operational efficiency, cost reductions, revenue growth, and improved customer satisfaction. Our MLOps team is involved from the start, aiding in monitoring, measuring, and deploying Generative AI applications to ensure they perform optimally throughout their lifecycle and continue to meet your business needs effectively.
What type of training and support do you provide during and after implementation?
As a Gen AI company, our support extends beyond just implementation. After deployment, we provide ongoing maintenance support with our generative AI development services to ensure your solutions continue to operate smoothly and efficiently, adjusting and optimizing as your business and technology evolve.
Are there examples of similar businesses that have successfully implemented Generative AI?
We have numerous case studies from businesses similar to yours that we have successfully provided Generative AI development services. You can view some of our successful projects and their outcomes, showcasing the breadth and impact of our Generative AI capabilities across various industries.
OUR BLOGS
Point of view
Our thought leadership initiative – an exclusive platform for sharing our insights and technological perspectives.
AI for Policy Documentation: Streamlining Processes for Better Policy Control
In this fast-paced regulatory environment, policy documentation is more crucial than ever. However, traditional methods of creating, reviewing, and managing policies can be time-consuming, prone to errors, and difficult to scale. Artificial intelligence is changing...
AI in Claims Processing: Boosting Efficiency and Accuracy
In the complex insurance sector, the claims process has traditionally been a time-consuming and error-prone aspect of the business. Whether it's healthcare, automotive, property, or life insurance, claims handling often involves detailed documentation, manual reviews,...
AI Virtual Fitness Training: The Future of Online Workouts
The integration of artificial intelligence is driving a transformative change in the fitness industry. AI virtual fitness training is reshaping how people approach health and exercise by offering personalized and scalable experiences. By offering custom workout plans,...
AI for Nutrition Guidance: Optimize Your Diet Effortlessly
Artificial Intelligence is redefining how we approach nutrition, blending advanced technology with personalized health management to improve dietary habits and overall well-being. With rapid advancements in machine learning and data analysis, AI for nutrition guidance...