Generative Artificial Intelligence Consulting
Signals from the C-suite on Generative AI adoption
Source: CxO Pulse Survey of 2,300+ C-suite executives, June 2023.
- 97%
- Of business leaders see Generative AI as a game-changer for their companies and industries.
- 67%
- Of companies are preparing to increase their technology budgets with an emphasis on data and artificial intelligence.
- 56%
- Of respondents believe that the biggest barrier to AI adoption is data preparation.
- 93%
- Of executives surveyed support some degree of AI regulation by the government.
- 95%
- As in the last quarter, 95% of organizations are increasing their investments relative to their revenues.
- 70%
- Of organizations are planning training programs to equip their employees with Generative AI tool skills in 2023.
- 97%
- Of business leaders see Generative AI as a game-changer for their companies and industries.
- 56%
- Of respondents believe that the biggest barrier to AI adoption is data preparation.
- 95%
- As in the last quarter, 95% of organizations are increasing their investments relative to their revenues.
- 67%
- Of companies are preparing to increase their technology budgets with an emphasis on data and artificial intelligence.
- 93%
- Of executives surveyed support some degree of AI regulation by the government.
- 70%
- Of organizations are planning training programs to equip their employees with Generative AI tool skills in 2023.
- 97%
- Of business leaders see Generative AI as a game-changer for their companies and industries.
- 93%
- Of executives surveyed support some degree of AI regulation by the government.
- 67%
- Of companies are preparing to increase their technology budgets with an emphasis on data and artificial intelligence.
- 95%
- As in the last quarter, 95% of organizations are increasing their investments relative to their revenues.
- 56%
- Of respondents believe that the biggest barrier to AI adoption is data preparation.
- 70%
- Of organizations are planning training programs to equip their employees with Generative AI tool skills in 2023.
- 97%
- Of business leaders see Generative AI as a game-changer for their companies and industries.
- 95%
- As in the last quarter, 95% of organizations are increasing their investments relative to their revenues.
- 67%
- Of companies are preparing to increase their technology budgets with an emphasis on data and artificial intelligence.
- 70%
- Of organizations are planning training programs to equip their employees with Generative AI tool skills in 2023.
- 56%
- Of respondents believe that the biggest barrier to AI adoption is data preparation.
- 93%
- Of executives surveyed support some degree of AI regulation by the government.
Generative Artificial Intelligence Consulting Services
We design and deliver Generative AI programs from feasibility to production, with privacy, compliance, and measurable impact built in.
Utilization Case Definition and Feasibility Assessment
Our team helps identify potential use cases for Generative AI in your organization. We conduct feasibility studies to assess the viability and potential impact of Generative AI solutions and provide you with insights to make informed decisions.
Technology Evaluation and Selection
We conduct in-depth evaluation of various generative AI technologies and tools, including models such as GPT-4, Llama, PaLM 2 and BERT, and analyze their capabilities and compatibility with your organization's specific requirements to ensure optimal selection and implementation.
Compliance and Safety Consultancy
Leveraging our knowledge of critical regulations such as GDPR, CCPA and HIPAA, we maintain data privacy for your Generative AI solution by ensuring system compliance. This reduces potential risks while maintaining the highest level of data integrity.
Data Engineering
Using advanced data engineering tools and techniques, we prepare your data for model training. We then leverage our machine learning expertise to use this data to build meaningful custom models designed to perform specific tasks, such as predictive analytics.
Custom LLM Development
Our experts optimize LLMs specifically for your business. We start by selecting the right pre-trained model for your needs, prepare your custom data, and then use fine-tuning techniques to train the model with your data, ensuring that your custom LLM delivers accurate domain-specific answers.
Generative AI Solution Development
From natural language generation for content creation to image synthesis for creative design and beyond, we build powerful generative AI solutions, empowering businesses to streamline processes, gain actionable insights, and achieve unprecedented efficiencies.
Generative AI Integration
We work closely with your organization to ensure the smooth implementation of Generative AI applications in your existing systems and processes. Our goal is to minimize disruption and maximize the benefits of Generative AI, enabling you to leverage its capabilities without obstacles or complications.
Maintenance and Support
Our team ensures continuous functionality, performance optimization and adaptation of your AI solutions to meet changing needs. Whether it's handling updates, fine-tuning algorithms or providing responsive technical support, our goal is to keep your GenAI solutions running at peak efficiency at all times.
Utilization Case Definition and Feasibility Assessment
Our team helps identify potential use cases for Generative AI in your organization. We conduct feasibility studies to assess the viability and potential impact of Generative AI solutions and provide you with insights to make informed decisions.
Compliance and Safety Consultancy
Leveraging our knowledge of critical regulations such as GDPR, CCPA and HIPAA, we maintain data privacy for your Generative AI solution by ensuring system compliance. This reduces potential risks while maintaining the highest level of data integrity.
Custom LLM Development
Our experts optimize LLMs specifically for your business. We start by selecting the right pre-trained model for your needs, prepare your custom data, and then use fine-tuning techniques to train the model with your data, ensuring that your custom LLM delivers accurate domain-specific answers.
Generative AI Integration
We work closely with your organization to ensure the smooth implementation of Generative AI applications in your existing systems and processes. Our goal is to minimize disruption and maximize the benefits of Generative AI, enabling you to leverage its capabilities without obstacles or complications.
Technology Evaluation and Selection
We conduct in-depth evaluation of various generative AI technologies and tools, including models such as GPT-4, Llama, PaLM 2 and BERT, and analyze their capabilities and compatibility with your organization's specific requirements to ensure optimal selection and implementation.
Data Engineering
Using advanced data engineering tools and techniques, we prepare your data for model training. We then leverage our machine learning expertise to use this data to build meaningful custom models designed to perform specific tasks, such as predictive analytics.
Generative AI Solution Development
From natural language generation for content creation to image synthesis for creative design and beyond, we build powerful generative AI solutions, empowering businesses to streamline processes, gain actionable insights, and achieve unprecedented efficiencies.
Maintenance and Support
Our team ensures continuous functionality, performance optimization and adaptation of your AI solutions to meet changing needs. Whether it's handling updates, fine-tuning algorithms or providing responsive technical support, our goal is to keep your GenAI solutions running at peak efficiency at all times.
Utilization Case Definition and Feasibility Assessment
Our team helps identify potential use cases for Generative AI in your organization. We conduct feasibility studies to assess the viability and potential impact of Generative AI solutions and provide you with insights to make informed decisions.
Data Engineering
Using advanced data engineering tools and techniques, we prepare your data for model training. We then leverage our machine learning expertise to use this data to build meaningful custom models designed to perform specific tasks, such as predictive analytics.
Generative AI Integration
We work closely with your organization to ensure the smooth implementation of Generative AI applications in your existing systems and processes. Our goal is to minimize disruption and maximize the benefits of Generative AI, enabling you to leverage its capabilities without obstacles or complications.
Technology Evaluation and Selection
We conduct in-depth evaluation of various generative AI technologies and tools, including models such as GPT-4, Llama, PaLM 2 and BERT, and analyze their capabilities and compatibility with your organization's specific requirements to ensure optimal selection and implementation.
Custom LLM Development
Our experts optimize LLMs specifically for your business. We start by selecting the right pre-trained model for your needs, prepare your custom data, and then use fine-tuning techniques to train the model with your data, ensuring that your custom LLM delivers accurate domain-specific answers.
Maintenance and Support
Our team ensures continuous functionality, performance optimization and adaptation of your AI solutions to meet changing needs. Whether it's handling updates, fine-tuning algorithms or providing responsive technical support, our goal is to keep your GenAI solutions running at peak efficiency at all times.
Compliance and Safety Consultancy
Leveraging our knowledge of critical regulations such as GDPR, CCPA and HIPAA, we maintain data privacy for your Generative AI solution by ensuring system compliance. This reduces potential risks while maintaining the highest level of data integrity.
Generative AI Solution Development
From natural language generation for content creation to image synthesis for creative design and beyond, we build powerful generative AI solutions, empowering businesses to streamline processes, gain actionable insights, and achieve unprecedented efficiencies.
Artificial Intelligence Models, Our Specialty
We select, fine-tune, and deploy the right model family for every workflow, from language to vision and multimodal use cases.
GPT-5.2 +
OpenAI's latest flagship model released in December 2025, featuring instant and thinking modes with extended reasoning capabilities, multimodal understanding, and advanced problem-solving across text, code, and visual inputs.
GPT-4.5 +
OpenAI's advanced model released in February 2025, offering improved reasoning, broader knowledge, and enhanced performance across complex tasks with better instruction following and reduced hallucinations.
Gemini 3 Pro +
Google's latest multimodal model with advanced reasoning capabilities, supporting text, image, and video inputs with improved performance in coding, analysis, and creative tasks.
Gemini 2.5 Pro +
Google's powerful developer-focused model with Deep Think reasoning mode, very long context windows, and strong capabilities in code interpretation, mathematical solutions, and multimodal understanding.
Claude Opus 4.5 +
Anthropic's most advanced model released in November 2025, designed for coding, agents, and computer use with extended capabilities for long-running tasks and real-world applications.
Claude Sonnet 4.5 +
Anthropic's efficient general-purpose model released in September 2025, featuring improved coding, reasoning, and memory capabilities with balanced performance and cost-effectiveness.
Llama 3.3 +
Meta's latest efficient language model delivering high performance at lower cost, designed for text generation, conversations, summarization, and complex reasoning tasks.
DALL-E +
OpenAI's advanced image generation model that creates realistic images and artwork from text prompts, generates variations, and edits existing images with high quality and detail.
Stable Diffusion +
Diffusion-based image generation model for detailed visual outputs, supporting text-to-image and image-to-image workflows with open-source availability and customization options.
Whisper +
OpenAI's general-purpose speech recognition model for language identification, speech translation, and multilingual speech recognition with high accuracy across diverse languages.
Our Generative AI Expertise
Deep learning, vision, simulation, and data engineering combine into systems that are reliable, scalable, and business-ready.
Deep Learning and Natural Language Processing
We build generative AI solutions grounded in deep learning and NLP to deliver high-impact outcomes across content, search, and automation.
Computer Vision and Image Synthesis
From vision pipelines to image generation, we build systems that interpret, transform, and create visual assets at scale.
Supplemented Learning and Simulation
We design systems that learn through interaction, simulations, and reinforcement signals to optimize complex decision-making.
Data Engineering
We structure and enrich large datasets, and generate high-quality synthetic data when real-world coverage is limited.
Deep Learning and Natural Language Processing
We build generative AI solutions grounded in deep learning and NLP to deliver high-impact outcomes across content, search, and automation.
Supplemented Learning and Simulation
We design systems that learn through interaction, simulations, and reinforcement signals to optimize complex decision-making.
Computer Vision and Image Synthesis
From vision pipelines to image generation, we build systems that interpret, transform, and create visual assets at scale.
Data Engineering
We structure and enrich large datasets, and generate high-quality synthetic data when real-world coverage is limited.
Deep Learning and Natural Language Processing
We build generative AI solutions grounded in deep learning and NLP to deliver high-impact outcomes across content, search, and automation.
Data Engineering
We structure and enrich large datasets, and generate high-quality synthetic data when real-world coverage is limited.
Computer Vision and Image Synthesis
From vision pipelines to image generation, we build systems that interpret, transform, and create visual assets at scale.
Supplemented Learning and Simulation
We design systems that learn through interaction, simulations, and reinforcement signals to optimize complex decision-making.
Why Choose Webtures?
Specialized teams, custom solutions, and responsible AI practices keep your initiatives fast, compliant, and impactful.
Generative AI Specialization
We deliver custom solutions across ChatGPT, Bard, Stable Diffusion, and other models to unlock the latest GenAI advances.
Customized Solutions
Every organization has unique goals. We tailor Generative AI systems to fit your workflows, data, and compliance needs.
End to End Support
Strategy, development, implementation, and support live under one team so your initiatives move from pilot to production.
Responsible AI Applications
We prioritize privacy, safety, and transparency to build trustworthy AI systems that scale with confidence.
Generative AI Specialization
We deliver custom solutions across ChatGPT, Bard, Stable Diffusion, and other models to unlock the latest GenAI advances.
End to End Support
Strategy, development, implementation, and support live under one team so your initiatives move from pilot to production.
Customized Solutions
Every organization has unique goals. We tailor Generative AI systems to fit your workflows, data, and compliance needs.
Responsible AI Applications
We prioritize privacy, safety, and transparency to build trustworthy AI systems that scale with confidence.
Generative AI Specialization
We deliver custom solutions across ChatGPT, Bard, Stable Diffusion, and other models to unlock the latest GenAI advances.
Responsible AI Applications
We prioritize privacy, safety, and transparency to build trustworthy AI systems that scale with confidence.
Customized Solutions
Every organization has unique goals. We tailor Generative AI systems to fit your workflows, data, and compliance needs.
End to End Support
Strategy, development, implementation, and support live under one team so your initiatives move from pilot to production.
Our Approach to Generative AI Consulting
01
Data Analysis and Generative Model Selection
We assess your data, systems, and infrastructure to identify the right model families such as GANs, VAEs, or RNNs for your workflows.
02
Experimental Development - Pilot Project
We deliver a focused MVP to validate value, test use cases like content creation or recommendations, and refine the roadmap.
03
Full Scale Generative AI Deployment
After stakeholder approval, we roll out the full system with careful orchestration to drive productivity and business goals.
04
Monitoring and Performance Improvement
We set up monitoring and optimization loops to keep the system reliable, accurate, and continuously improving.
Sectors We Serve
Our Generative AI consulting helps teams across industries unlock productivity, personalization, and smarter decision-making.
Health Services
Enable diagnostic accuracy, predictive patient monitoring, and advanced medical image interpretation while reducing fraud.
Manufacturing
Integrate Generative AI to improve efficiency, productivity, and quality across internal operations and customer workflows.
Retail
Personalize customer experiences, optimize inventory, and predict market trends with AI-driven insights.
Supply Chain and Logistics
Improve real-time tracking, automate warehouse processes, and elevate decision-making through advanced modeling.
Banking and Finance
Deliver personalized financial advice, automate support, and enhance risk management with GenAI solutions.
Insurance
Automate underwriting and claims while improving compliance and customer support at scale.
Travel and Tourism
Offer personalized travel packages, instant support, and data-led decisions to improve service quality.
Law
Accelerate document creation, contract analysis, and legal research with AI-assisted workflows.
Health Services
Enable diagnostic accuracy, predictive patient monitoring, and advanced medical image interpretation while reducing fraud.
Retail
Personalize customer experiences, optimize inventory, and predict market trends with AI-driven insights.
Banking and Finance
Deliver personalized financial advice, automate support, and enhance risk management with GenAI solutions.
Travel and Tourism
Offer personalized travel packages, instant support, and data-led decisions to improve service quality.
Manufacturing
Integrate Generative AI to improve efficiency, productivity, and quality across internal operations and customer workflows.
Supply Chain and Logistics
Improve real-time tracking, automate warehouse processes, and elevate decision-making through advanced modeling.
Insurance
Automate underwriting and claims while improving compliance and customer support at scale.
Law
Accelerate document creation, contract analysis, and legal research with AI-assisted workflows.
Health Services
Enable diagnostic accuracy, predictive patient monitoring, and advanced medical image interpretation while reducing fraud.
Supply Chain and Logistics
Improve real-time tracking, automate warehouse processes, and elevate decision-making through advanced modeling.
Travel and Tourism
Offer personalized travel packages, instant support, and data-led decisions to improve service quality.
Manufacturing
Integrate Generative AI to improve efficiency, productivity, and quality across internal operations and customer workflows.
Banking and Finance
Deliver personalized financial advice, automate support, and enhance risk management with GenAI solutions.
Law
Accelerate document creation, contract analysis, and legal research with AI-assisted workflows.
Retail
Personalize customer experiences, optimize inventory, and predict market trends with AI-driven insights.
Insurance
Automate underwriting and claims while improving compliance and customer support at scale.
Generative AI Technology Stack
We combine trusted frameworks, model families, and production tooling to build secure, scalable GenAI systems.
Deep Learning Frameworks
Keras, PyTorch, TensorFlow, Caffe, Caffe2, Theano, and Chainer for building and training neural networks.
ML Libraries & Toolkits
Core ML, Microsoft Cognitive Toolkit, Tensor2Tensor, tf-slim, Sonnet, opennn, Neuroph, and Kurento for specialized machine learning tasks and development.
Image Classification Models
ResNet, EfficientNet, Vision Transformers, and custom pipelines for visual quality and inspection use cases.
Generative AI Models
GPT-5.2, GPT-4.5, Gemini 3 Pro/Flash, Gemini 2.5 Pro, Claude Opus 4.5, Claude Sonnet 4.5, Llama 3.3, Stable Diffusion, DALL-E, and Whisper for multimodal generation.
Algorithms
GANs, VAEs, diffusion models, transformers, and retrieval augmentation for structured generation.
Neural Networks
CNNs, RNNs, transformers, and hybrid architectures built for production-grade performance.
Deep Learning Frameworks
Keras, PyTorch, TensorFlow, Caffe, Caffe2, Theano, and Chainer for building and training neural networks.
Image Classification Models
ResNet, EfficientNet, Vision Transformers, and custom pipelines for visual quality and inspection use cases.
Algorithms
GANs, VAEs, diffusion models, transformers, and retrieval augmentation for structured generation.
ML Libraries & Toolkits
Core ML, Microsoft Cognitive Toolkit, Tensor2Tensor, tf-slim, Sonnet, opennn, Neuroph, and Kurento for specialized machine learning tasks and development.
Generative AI Models
GPT-5.2, GPT-4.5, Gemini 3 Pro/Flash, Gemini 2.5 Pro, Claude Opus 4.5, Claude Sonnet 4.5, Llama 3.3, Stable Diffusion, DALL-E, and Whisper for multimodal generation.
Neural Networks
CNNs, RNNs, transformers, and hybrid architectures built for production-grade performance.
Deep Learning Frameworks
Keras, PyTorch, TensorFlow, Caffe, Caffe2, Theano, and Chainer for building and training neural networks.
Generative AI Models
GPT-5.2, GPT-4.5, Gemini 3 Pro/Flash, Gemini 2.5 Pro, Claude Opus 4.5, Claude Sonnet 4.5, Llama 3.3, Stable Diffusion, DALL-E, and Whisper for multimodal generation.
ML Libraries & Toolkits
Core ML, Microsoft Cognitive Toolkit, Tensor2Tensor, tf-slim, Sonnet, opennn, Neuroph, and Kurento for specialized machine learning tasks and development.
Algorithms
GANs, VAEs, diffusion models, transformers, and retrieval augmentation for structured generation.
Image Classification Models
ResNet, EfficientNet, Vision Transformers, and custom pipelines for visual quality and inspection use cases.
Neural Networks
CNNs, RNNs, transformers, and hybrid architectures built for production-grade performance.
Partners
We collaborate with leading platforms to deliver fast, flexible, and enterprise-grade outcomes.
Big Brands Trust Us
A snapshot of enterprise-scale adoption and growth signals from across the market.
Participation Models
Choose the engagement model that best matches your roadmap, speed, and internal capability.
Dedicated Development Team
Our developers utilize the latest cognitive technologies to provide high-quality services and tailored solutions.
Team Extension
Expand your team with precise expertise to fill critical gaps and accelerate delivery timelines.
Project Based Model
A focused, outcome-oriented model that aligns experts with your goals to deliver measurable impact.
Dedicated Development Team
Our developers utilize the latest cognitive technologies to provide high-quality services and tailored solutions.
Project Based Model
A focused, outcome-oriented model that aligns experts with your goals to deliver measurable impact.
Team Extension
Expand your team with precise expertise to fill critical gaps and accelerate delivery timelines.
Dedicated Development Team
Our developers utilize the latest cognitive technologies to provide high-quality services and tailored solutions.
Team Extension
Expand your team with precise expertise to fill critical gaps and accelerate delivery timelines.
Project Based Model
A focused, outcome-oriented model that aligns experts with your goals to deliver measurable impact.
Start Today
01
Contact us
Fill out the contact form, book a calendar, and schedule a Zoom meeting with our experts.
02
Get consultation
Have a phone call with our team to understand feasibility and scope for your idea.
03
Get a cost estimate
We share a proposal with budget and timeline estimates based on project requirements.
04
Project initiation
Once signed, we assemble a multidisciplinary team to launch your project.
Frequently Asked Questions about Generative AI Consulting
Clear answers to the most common questions from teams evaluating Generative AI adoption.
What does generative AI mean and how does it differ from traditional AI? +
Generative AI is a branch of machine learning that creates new content - from images to text and music - by learning from existing data. Unlike traditional AI, which primarily focuses on using data to make predictions or informed decisions, generative AI brings creativity to the table, finding applications in areas such as art, music, games and design.
In which practical scenarios can generative AI be applied? +
Generative AI has a wide range of practical applications spanning numerous industries. Here are a few notable examples:
- In the manufacturing sector: Generative AI empowers the design and optimization of products and operational processes. By analyzing parameters such as size, weight and material, it can design new components that meet specific requirements. It can also detect patterns in sensor data, enabling process optimization and thus increasing efficiency. The technology can create simulations and digital twins to reduce dependence on physical prototypes and limit errors. As a result, generative AI improves design quality, streamlines manufacturing processes and reduces production costs.
- In healthcare: Generative AI offers the potential for personalized treatment protocols. By processing patient-specific data, it can create bespoke treatment plans tailored to individual patient requirements.
- In marketing: Generative AI can prepare personalized marketing materials, including advertisements and product recommendations. This enables businesses to engage more effectively with targeted customer segments.
- In education: Generative AI can develop specialized learning resources for students. It can assess a student's learning preferences and create learning materials that meet their needs.
How does generative AI work? +
Generative AI works through a two-stage process: training and generation. During training, it learns patterns and relationships from a data set. This can be text, images or any structured data. These patterns are captured in the form of mathematical parameters within the model. After training, the generative AI can generate new, similar data by sampling from these learned parameters. For example, it can generate realistic text, images, music or other content based on the patterns it has internalized. The ability to generate new, contextually relevant data makes generative AI a powerful tool with applications in fields ranging from art and content creation to data augmentation and more.
How can Webtures' Generative AI solutions benefit my business and improve my operations? +
Our Generative AI solutions are designed to provide businesses with various benefits such as generating new ideas and solutions, automating manual tasks and increasing overall operational efficiency. It enables organizations to gain valuable insights into customer preferences and deliver personalized recommendations or products, increasing customer satisfaction and engagement. By leveraging Generative AI, you can streamline processes, drive innovation and stay ahead in today's dynamic business world.
Can your Generative AI solutions help understand customer behavior and requirements? +
Our Generative AI solutions can examine customer data, uncover patterns and discern preferences to provide personalized recommendations for products or services. By leveraging this technology, businesses gain a deep understanding of their customers, enabling them to tailor offerings that precisely meet their unique needs. This high level of customer understanding facilitates effective decision-making, increases customer satisfaction and fosters long-term relationships.
How can I start my journey to Generative AI and how can Webtures help me along the way? +
Generative artificial intelligence stands as a transformative force of immense importance for businesses, necessitating integration into the current technological infrastructure for numerous compelling reasons. It stimulates creativity and innovation, automates tasks for efficiency gains, provides large-scale personalized customer experiences, and facilitates data-driven decision-making. This integration is not an option but a strategic necessity for businesses to succeed in the digital age.
To embark on the journey of generative artificial intelligence, it is imperative to partner with a reputable development company such as Webtures. Below are explanations of how Webtures can assist in integrating generative artificial intelligence solutions into your existing technology infrastructure:
Expertise: Webtures brings deep knowledge of generative artificial intelligence models, algorithms, and real-world applications.
Custom Solutions: Webtures builds custom artificial intelligence solutions tailored to your specific corporate needs and objectives, ensuring alignment with your unique requirements.
Technical Support: Partnering with Webtures ensures access to continuous technical support, guiding you through the complexities of generative artificial intelligence development and integration.
Data Insights: Webtures assists with data collection, preparation, and analysis to train generative artificial intelligence models on high-quality, relevant data.
Testing and Optimization: Webtures rigorously tests and optimizes generative artificial intelligence solutions to meet target outcomes.
Scalability: As your organization grows, Webtures helps scale Generative artificial intelligence solutions to meet increasing demands and evolving needs.
Stay Ahead: Partnering with Webtures keeps you ahead in the rapidly advancing field of generative artificial intelligence with ongoing insights into the latest developments and trends.
Webtures' expertise, custom solutions, and ongoing support can significantly contribute to the seamless integration of generative artificial intelligence solutions into your existing technology infrastructure, ultimately providing innovation and a competitive advantage for your organization.