Generative AI Consulting Company
Leverage the potential of generative AI through our comprehensive consulting and development services, designed to enhance your operations and product offerings. Our holistic approach spans data preparation, modeling, algorithm/model development, implementation, and ongoing support, fostering rapid innovation, improved problem-solving and efficiency. By utilizing advanced technologies such as GANs, VAEs and autoencoders, grounded in strong ethical foundations, we ensure responsible and innovative AI solutions.
Fullstack Developers
Software Products Delivered
AI Solutions
Total Years of Experience
Our Generative AI Consulting Services
Generative AI Use Case Identification and Feasibility Assessment
Our team assists in identifying potential use cases for generative AI within your organization. We conduct feasibility studies to assess the viability and potential impact of implementing generative AI solutions, providing you with insights to make informed decisions.
Generative AI Technology Assessment and Selection
We conduct in-depth assessments of diverse generative AI technologies and tools, including OpenAI’s ChatGPT and DALL-E, as well as Google’s BERT, analyzing their capabilities and compatibility with your organization’s specific requirements to ensure optimal selection and implementation.
Implementation and Integration
We work closely with your organization to ensure smooth adoption of generative AI applications within your existing systems and processes. Our goal is to minimize disruptions and maximize the benefits of generative AI, enabling you to leverage its capabilities without major obstacles or complications.
Data Analytics and Modeling
Using advanced tools and techniques, we unveil patterns and correlations in your data, enhancing your understanding of data dynamics and behaviors. And then through sophisticated algorithms and mathematical frameworks, we leverage this data to build meaningful models designed to perform diverse tasks like predictive analysis.
Compliance and Security Consultation
Leveraging our knowledge of critical regulations like GDPR, CCPA, and HIPAA, we preserve data privacy for your generative AI solution ensuring system compliance. This mitigates potential risks while maintaining utmost data integrity.
Training and Support
We offer comprehensive training and support programs, empowering you with the necessary skills and knowledge to effectively utilize the developed generative AI solutions along with a smooth adoption process.
AI Models We Have Expertise In
GPT-4
A set of OpenAI models that can solve complex problems with high accuracy, thanks to its advanced reasoning capabilities and broader general knowledge.
LLaMA
PaLM 2
Claude
GPT-3
A set of OpenAI models capable of performing natural language processing tasks such as text generation, summarization, translation and question answering.
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Davinci
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Curie
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Babbage
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Ada
GPT-3.5
A set of OpenAI models, including the highly capable and cost-effective Gpt-3.5-turbo, that improve on GPT-3 and can generate text or code.
DALL.E
DALL·E by OpenAI generates realistic images and artwork based on text prompts. It can produce images of a specified size, modify pre-existing images and generate variations of user-provided images.
Whisper
Whisper is a general-purpose speech recognition OpenAI model that can perform language identification, speech translation and multilingual speech recognition.
Embeddings
OpenAI's Embeddings are numerical representations of linguistic units like words and phrases that capture the semantic meaning and relationships between them.
Moderation
Moderation models are machine learning OpenAI models designed to assist in content moderation tasks, such as identifying and removing inappropriate or harmful content from online platforms.
Stable Diffusion
Bard
Google's Bard, powered by LaMDA, is a text-to-text generative AI chatbot designed to generate human-like responses to natural language prompts, making it capable of engaging in conversations with humans.
Our Generative AI Expertise
Deep Learning and Natural Language Processing
With our deep knowledge and expertise in deep learning and Natural Language Processing (NLP), we possess the necessary foundation to develop innovative generative AI solutions that excel in various domains and deliver exceptional results for your organization.
Computer Vision and Image Synthesis
With an in-depth understanding of computer vision algorithms, deep learning architectures, and image processing techniques, we develop robust AI systems that excel in tasks such as object detection, image recognition, semantic segmentation, and more.
Reinforcement Learning and Simulation
With an in-depth understanding of reinforcement learning algorithms and simulation techniques, we develop intelligent systems that can learn and make optimal decisions through continuous interactions with their environments.
Data Engineering
Our in-depth data engineering expertise entails handling extensive and complex datasets, forming the training foundation for large generative AI models. We also leverage generative techniques to produce high-quality synthetic data for model training in data-scarce environments.
Why Choose LeewayHertz?
Expertise in Generative AI
Experience the next level of AI innovation with our tailored solutions. We excel in developing custom generative AI solutions like OpenAI’s ChatGPT, Google’s Bard, Stability AI’s Stable Diffusion, and Midjourney, enabling businesses to harness the latest advancements in generative AI technology.
Customized Solutions
We understand that each organization has unique requirements. We pride ourselves on delivering customized generative AI solutions that align with your business goals and address your specific challenges. By tailoring our services to your needs, we maximize the effectiveness and impact of generative AI in your organization.
End-to-end Support
Our generative AI consulting services cover the entire spectrum, from strategy and development to implementation and support. We provide comprehensive support throughout the project lifecycle, ensuring a seamless experience and maximizing the value you derive from generative AI.
Responsible AI Practices
We are dedicated to developing ethical, transparent, and regulatory-compliant generative AI solutions. We prioritize the security, trustworthiness, and privacy of our users, recognizing that responsible AI practices are crucial for building trust and ensuring long-term success.
Our Approach to Generative AI Consulting
Data Analysis and Generative Model Selection
We begin by scrutinizing your existing data, software systems, and technological infrastructure. This analysis enables us to identify opportunities for deploying generative AI models like GANs, VAEs, or RNNs in your operations. Understanding your unique business context, we pinpoint the most suitable generative AI technologies to enhance your operational efficiency.
Experimental Development - Pilot Project
We develop a small-scale system or a Minimum Viable Product (MVP) to demonstrate the potential of generative AI in your business setting. This could involve testing generative models for content creation, anomaly detection, or product recommendation tasks. By experimenting, we identify areas for improving the generative AI system tailored to your needs.
Full-scale Generative AI Deployment
Once the pilot project garners approval from all stakeholders, our expert team launches the full-scale generative AI system. With meticulous attention to detail, we ensure a seamless and successful deployment, allowing you to leverage the transformative capabilities of generative AI to enhance productivity and achieve your business objectives.
Monitoring and Performance Enhancement
Once the generative AI system is deployed, we establish monitoring mechanisms to track its performance and ensure its ongoing efficiency. Our team closely monitors the system’s output, analyzing key metrics and making necessary adjustments to optimize its performance. We proactively identify any issues and take prompt action to enhance the system’s capabilities.
Industry Verticals We Serve
Our generative AI consulting services cater to a wide range of industry verticals, helping businesses across diverse sectors harness the power of generative AI to drive innovation, optimize operations, and achieve their goals.
Healthcare
Our custom generative AI solutions and consulting service enable healthcare providers to offer enhanced patient care and ensure improved operational efficiency. With generative AI, healthcare providers can ensure diagnostic accuracy, predictive patient monitoring, and improved medical image interpretation, thwarting healthcare fraud considerably.
Manufacturing
Our generative AI consultancy service is designed to assist you in integrating generative AI into your manufacturing business. With generative Ai solutions tailored to your unique needs, you can boost efficiency, productivity, customer satisfaction, and cost-effectiveness for your business, both internally and in your interactions with customers.
Retail
Our generative AI consulting for retail propels growth by personalizing customer experiences, optimizing inventory through AI, and creating unique in-store environments. Using predictive analytics, we help anticipate market trends to transform data into strategic action, enhancing efficiency, customer engagement, and sales for businesses.
Supply Chain & Logistics
As a specialized generative AI consultancy, we empower supply chain and logistics companies to optimize operations and drive efficiency. Our consultancy service focuses on data analysis, modeling, and algorithm selection, enabling real-time tracking, automated warehouse functions, and enhanced decision-making.
Banking & Finance
Our generative AI consulting services benefit banking and finance businesses by helping them adopt generative AI. With the right generative AI solutions, facilitating personalized financial advice, improved risk management, and automated customer support, paving the way for data-driven decisions and enhanced compliance.
Insurance
Our generative AI consulting services enhance the insurance sector by automating underwriting, claims processing, and customer support and using real-time data analysis for effective decision-making, risk management, and improved compliance.
Generative AI Tech Stack
DL Frameworks
Modules/Toolkits
Libraries
Image Classification Models
VGG-16
ResNet50
Inceptionv3
EfficientNet
Generative AI Models
Generative Adversarial Networks
Transformer models (GPT3, GPT 3.5 Turbo,LaMDA, Wu-Dao)
Algorithms
Supervised/Unsupervised Learning
Clustering
Metric Learning
Fewshot Learning
Neural Networks
CNN
RNN
Representation Learning
Manifold Learning
Variational Autoencoders
Bayesian Network
Autoregressive Networks
Our Artificial Intelligence Portfolio
Generative AI Application
LLM-powered App for Compliance and Security Access
LLM-powered Application for Safer Machinery Troubleshooting
LeewayHertz collaborated with a top-tier Fortune 500 manufacturing company to develop an innovative LLM-powered machinery troubleshooting application. This innovative solution streamlines machinery maintenance, elevates safety protocol adherence and mitigates operational risks of the firm. By seamlessly integrating static machinery data and dynamic safety policies, the application provides quick access to relevant information for troubleshooting issues while also enhancing safety with clear and detailed instructions on equipment handling.
MakeMyTale
The AI-Powered Story Creation Platform
MakeMyTale is a cutting-edge story creation and sharing platform that leverages advanced AI technology to deliver a truly personalized experience. Its user-friendly interface empowers users to shape the theme and characters of their story with ease. The platform's AI-powered audio and video creation capabilities bring stories to life by generating captivating audio and visual versions. Additionally, the option for co-authoring enables seamless sharing with a global audience.
ReCrisp
AI SEO Optimizer
Big Brands Trust Us
Our Engagement Models
Dedicated Development Team
Our developers leverage cutting-edge cognitive technologies to deliver high-quality services and tailored solutions to our clients.
Team Extension
Our team extension model is designed to assist clients seeking to expand their teams with the precise expertise needed for their projects.
Project-based Model
Our project-oriented approach, supported by our team of software development specialists, is dedicated to fostering client collaboration and achieving specific project objectives.
Get Started Today
1. Contact Us
Fill out the contact form protected by NDA, book a calendar and schedule a Zoom Meeting with our experts.
2. Get a Consultation
Get on a call with our team to know the feasibility of your project idea.
3. Get a Cost Estimate
Based on the project requirements, we share a project proposal with budget and timeline estimates.
4. Project Kickoff
Once the project is signed, we bring together a team from a range of disciplines to kick start your project.
Start a conversation by filling the form
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FAQs
What does generative AI mean, and how is it distinct from conventional AI?
Generative AI is a branch of machine learning that creates fresh content—ranging from images to text and music—by learning from existing data. Unlike conventional AI, which primarily focuses on using data to make predictions or informed decisions, generative AI brings creativity into play, finding its applications in fields like art, music, gaming, and design.
What real-world applications does generative AI encompass?
Generative AI boasts a wide range of practical applications spanning multiple industries. Here are a few notable examples:
- Manufacturing sector: Generative AI empowers the design and optimization of products and operational processes. It can ideate new components that satisfy specific requirements by analyzing parameters such as size, weight, and material. It also enables process optimization by detecting patterns in sensor data, thereby enhancing efficiency. The technology can generate simulations and digital twins to decrease dependency on physical prototypes and limit errors. Consequently, generative AI elevates design quality, streamlines manufacturing processes, and curtails manufacturing expenses.
- Healthcare industry: Generative AI offers the potential for personalized treatment protocols. It can devise bespoke treatment plans aligning with individual patient requirements by processing patient-specific data.
- Marketing domain: Generative AI is capable of crafting personalized marketing collaterals, including adverts and product suggestions. This enables businesses to engage with targeted customer segments more effectively.
- Education field: Generative AI can develop custom learning resources for students. It can evaluate a student’s learning preferences and generate learning materials catering to their needs.
How does generative AI function, and which technologies contribute to its process?
Generative AI harnesses the power of advanced algorithms and neural networks to analyze patterns within available data and create fresh content based on those patterns. The process involves employing technologies such as deep learning, Generative Adversarial Networks (GANs), and reinforcement learning. These cutting-edge tools enable generative AI systems to produce innovative and contextually relevant outputs that expand the boundaries of creative exploration.
How can generative AI benefit my business and enhance operations?
Generative AI offers several advantages for businesses, including the ability to generate novel ideas and solutions, automate manual tasks, and boost overall operational efficiency. It enables organizations to gain valuable insights into customer preferences and deliver personalized recommendations or products, enhancing customer satisfaction and engagement. By leveraging generative AI, businesses can streamline processes, foster innovation, and stay ahead in today’s dynamic market landscape.
In what ways can generative AI contribute to a deeper understanding of customers and their requirements?
Generative AI holds the capability to scrutinize customer data, uncover patterns, and discern preferences, leading to the creation of personalized recommendations or products. By leveraging this technology, businesses gain a profound understanding of their customers, enabling them to tailor offerings that precisely cater to their unique needs. This heightened level of customer understanding facilitates effective decision-making, enhances customer satisfaction, and fosters long-term relationships.
How does generative AI integrate with my company's broader AI strategy, and what are the potential risks and rewards?
Generative AI serves as a valuable component of your company’s overall AI strategy, fostering innovation and driving forward-thinking solutions. However, it is crucial to acknowledge the risks tied to overreliance on AI and ethical considerations. Businesses should carefully evaluate these potential risks and rewards and formulate a comprehensive AI strategy that ensures responsible and effective implementation of generative AI technologies. By striking the right balance, businesses can unlock the rewards of generative AI while mitigating potential risks.
How can I initiate my journey into generative AI, and what resources and support are accessible for guidance?
Embarking on generative AI entails comprehending business needs and data prerequisites. Various resources are available to facilitate the initiation process, including open-source libraries like TensorFlow, which offer foundational tools for generative AI exploration. Furthermore, businesses can leverage the expertise of AI consultants, who provide comprehensive guidance and support to navigate the intricacies of generative AI implementation. These valuable resources empower businesses to confidently and proficiently embark on their generative AI journey.
Insights
Redefining logistics: The impact of generative AI in supply chains
Incorporating generative AI promises to be a game-changer for supply chain management, propelling it into an era of unprecedented innovation.
From diagnosis to treatment: Exploring the applications of generative AI in healthcare
Generative AI in healthcare refers to the application of generative AI techniques and models in various aspects of the healthcare industry.
Generative AI in finance and banking: The current state and future implications
The finance industry has embraced generative AI and is extensively harnessing its power as an invaluable tool for its operations.