Generative AI
Consulting
Our generative AI consulting empowers you to optimize operations and enhance products through comprehensive services.
Our suite of generative AI consulting services is designed to empower you to fully leverage the potential of generative AI, resulting in improved operations and enriched product offerings. Our comprehensive approach goes beyond mere consulting and strategy formation, extending to the development of customized machine learning models and solutions. These are seamlessly integrated into your existing workflows, enabling swift innovation, improved problem-solving, collaboration, and enhanced efficiency.
We merge our profound AI expertise, encompassing technologies such as GANs, VAEs, and autoencoders, with a robust ethical foundation. This ensures that the AI solutions we deliver are not just technologically advanced but also in alignment with ethical and responsible AI practices.
Why Data & AI?
Businesses grasp the potential for innovation through data and AI but acknowledge the importance of meticulous planning for their full utilization.
97%
of business leaders see generative AI as transformative.
67%
of tech-focused companies prioritize data and AI in their budgets.
56%
of participants see data preparation as the main AI adoption challenge.
93%
of executives surveyed favor some government AI regulation.
95%
of organizations are increasing investments compared to 89% in the previous quarter.
70%
of surveyed organizations plan to implement generative AI training programs in 2023.
Our Generative AI Consulting Services
Use Case Identification and Feasibility Evaluation
We specialize in pinpointing generative AI opportunities and conducting feasibility studies to gauge the potential impact, ensuring you make informed implementation decisions.
Technology Assessment and Selection
Our team performs a thorough evaluation of various generative AI technologies and tools, such as GPT-4, Llama, PaLM 2, and BERT. We assess their capabilities and compatibility with your organization's unique needs to ensure the best selection and implementation.
Compliance and Security Consultation
Drawing upon our expertise in key regulations like GDPR, CCPA, and HIPAA, we safeguard data privacy in your generative AI solution, ensuring compliance and minimizing risks while upholding data integrity.
Data Engineering
We employ advanced data engineering tools and techniques to prepare your data for model training. With our ML expertise, we craft tailored custom models that excel in specific tasks, such as predictive analysis, using this prepared data.
Custom LLM Development
Our specialists fine-tune LLMs to precisely fit your business requirements. This process involves choosing an appropriate pre-trained model, preparing your exclusive data, and employing fine-tuning methods to train the model with your data. This ensures your custom LLM delivers precise, domain-specific responses.
Generative AI Solution Development
We develop resilient generative AI solutions across various domains, from natural language generation for content creation to image synthesis for creative design and more. This empowers businesses to streamline operations, acquire valuable insights, and achieve unparalleled efficiency.
Why Choose Edibbee?
The process
05
Expertise in Generative AI
- Elevate your AI innovation with our bespoke solutions. We specialize in crafting custom generative AI solutions, including ChatGPT from OpenAI, Bard from Google, Stable Diffusion from Stability AI, and Midjourney. This empowers businesses to leverage cutting-edge generative AI technology.
Customized Solutions
- We recognize the individuality of every organization's needs. Our strength lies in providing personalized generative AI solutions that are in sync with your business objectives and tackle your distinct challenges. Our tailored approach enhances the effectiveness and influence of generative AI in your organization.
End-to-End Support
- Our generative AI consulting services encompass the full spectrum, spanning strategy, development, implementation, and ongoing support. We offer complete project lifecycle support for a smooth experience and to optimize the value you gain from generative AI.
Responsible AI Practices
- Our commitment revolves around crafting ethical, transparent, and regulation-adherent generative AI solutions. We emphasize user security, trustworthiness, and privacy, acknowledging that responsible AI practices are fundamental in establishing trust and securing long-term success.
AI Models We Have Expertise In
GPT-4
A suite of OpenAI models renowned for their exceptional problem-solving accuracy, leveraging advanced reasoning abilities and a vast repository of general knowledge.
LLaMA
LLaMA (Large Language Model Meta AI) serves as a fundamental large language model crafted to generate text, engage in conversations, summarize written content, tackle mathematical theorems, and make predictions about protein structures.
PaLM 2
Google's latest comprehensive language model excels at handling complex reasoning tasks, including code interpretation, mathematical problem-solving, categorization, query responses, and multilingual translation. This model underscores Google's dedication to responsible AI and represents a significant advancement beyond previous natural language generation capabilities.
Claude
Claude, developed by Anthropic, is a substantial language model (LLM) serving as a virtual assistant, designed for seamless integration into business workflows. Accessible through both a chat interface and Anthropic's developer console API, Claude excels in a wide spectrum of conversational and text-processing tasks.
GPT-3
A set of OpenAI models capable of performing natural language processing tasks such as text generation, summarization, translation and question answering.
Davinci, Curie, Babbage, Ada
GPT-3.5
OpenAI's lineup of models, which encompasses the highly proficient and cost-effective GPT-3.5-turbo, represents an advancement beyond GPT-3, with the ability to generate both text and code.
DALL.E
DALL·E, developed by OpenAI, is capable of generating lifelike images and artwork by interpreting text prompts. It can create images of designated dimensions, make alterations to existing images, and generate diverse variations based on user-supplied image inputs.
Whisper
Whisper, an OpenAI model for general-purpose speech recognition, offers versatile functionality including language identification, speech translation, and multilingual speech recognition.
Embeddings
OpenAI's Embeddings are numeric representations of linguistic elements such as words and phrases, designed to encapsulate their semantic meaning and interconnections.
Moderation
OpenAI's moderation models are machine learning models specifically engineered to aid in content moderation endeavors, encompassing tasks like the identification and removal of inappropriate or harmful content from online platforms.
Stable Diffusion
Stable Diffusion is a system that can create intricate images based on textual prompts and is versatile enough to perform tasks such as inpainting, outpainting, and guided image-to-image translations through textual input.
Bard
Bard, powered by Google's LaMDA technology, is a text-to-text generative AI chatbot. It's engineered to provide human-like responses to natural language prompts, enabling it to engage in human-like conversations.
Our Generative AI Expertise
Our Approach to Generative AI Consulting
Data Analysis and Generative Model Selection
We initiate the process by thoroughly examining your current data, software systems, and technological setup. This examination enables us to uncover potential applications for deploying generative AI models such as GANs, VAEs, or RNNs in your operations. With a deep understanding of your specific business context, we pinpoint the most fitting generative AI technologies to boost your operational efficiency.
Experimental Development - Pilot Project
We create a compact system or a Minimum Viable Product (MVP) to showcase the generative AI's potential in your business environment. This may include testing generative models for tasks like content creation, anomaly detection, or product recommendations. Through experimentation, we discover areas where enhancements can be made to fine-tune the generative AI system according to your requirements.
Full-scale Generative AI Deployment
After receiving approval from all stakeholders for the pilot project, our expert team initiates the full-scale deployment of the generative AI system. With a keen eye for detail, we guarantee a smooth and successful launch, enabling you to harness the transformative potential of generative AI, ultimately boosting productivity and reaching your business goals.
Monitoring and Performance Enhancement
After deploying the generative AI system, we implement monitoring processes to continuously assess its performance and maintain its efficiency. Our team vigilantly oversees the system's output, assesses critical metrics, and makes essential modifications for peak performance. We proactively detect and address any issues, ensuring constant improvements to the system's capabilities.
Generative AI Tech Stack
DL Frameworks
Pytorch
Chainer
Caffe2
Theano
NVIDIA
Keras
Modules/Toolkits
Kurento
Microsoft Cognitive Toolkit
CoreML
Libraries
Opennn
TF - Slim
TensorFlow
Tensor2Tensor
Sonnet
Neuroph
Clientele
Have an idea in Mind? Speak to us today.
What will happen next?
- Our generative AI solutions offer numerous benefits to businesses. They empower the creation of new ideas and automation of manual tasks, leading to improved operational efficiency.
- This technology also facilitates the extraction of valuable customer insights, allowing for personalized recommendations and products that enhance customer satisfaction and engagement. Embracing generative AI enables you to streamline operations, drive innovation, and maintain a competitive edge in the ever-evolving business landscape.
- Our generative AI solutions analyze customer data, identify patterns, and discern preferences to provide tailored product or service recommendations. By harnessing this technology, businesses attain deep customer insights, enabling them to customize offerings to meet individual needs precisely.
- This elevated understanding of customers drives informed decision-making, elevates customer satisfaction, and nurtures long-term relationships.