Generative AI

We pioneer cutting-edge custom Generative AI solutions that stay abreast of the latest advancements in the technology landscape.

Generative AI

At NewSoft Sage, our Generative AI services redefine the boundaries of creativity and innovation, harnessing advanced algorithms to generate novel content, images, and ideas. This cutting-edge technology empowers businesses to explore new horizons, create engaging content, and drive innovation across various industries. Our solutions are designed to unlock the full potential of generative AI, enabling businesses to stay ahead of the curve and unleash their creativity like never before. Immerse yourself in the world of Generative AI with NewSoft Sage and transform your digital endeavors into extraordinary experiences.

Proof of Concept for short-term capability validation (4 weeks) Consulting-led engagement, delivered as a short-term proof of concept to assist you in testing and validating Generative AI models’ interoperability and performance within a controlled simulation environment. We will provide comprehensive support throughout the entire POC process, including scope definition, design, implementation, testing, and documentation of recommendations, to aid you in pre-site and pre-production deployment of Generative AI solutions.

AI Data Collection Services

Curating and preparing datasets essential for training generative AI models.

Text generation

Curating and preparing datasets essential for training generative AI models.

Image creation

Generating realistic images through AI models, applicable in art generation and visual content creation

Foundation models

Pre-trained AI models serving as the basis for various generative tasks, such as OpenAI's GPT series or DeepMind's AlphaFold.

Training and development services

Customising generative AI models for specific use cases through model architecture design and iterative training cycles.

Reinforcement Learning with Human Feedback (RLHF)

Integrating reinforcement learning techniques with human feedback to enhance generative AI models' performance and adaptability."

Generative AI POC for maximum efficiency

4 Week Proof of Concept (PoC) Service

Proof of Concept for short-term capability validation (4 weeks) Consulting-led. Propel your organization ahead of competitors with our sophisticated Generative AI solutions.  Contact us today to embark on your Generative AI POC journey.

Week 1

 Assessment & Planning

Use Case Identification: Identify specific use cases where generative AI can bring value, such as image generation, text generation, or creative content creation.
Data Assessment: Assess the availability and quality of data for training generative AI models, considering factors such as diversity, relevance, and size.
Technical Feasibility Analysis: Evaluate the technical feasibility of implementing generative AI solutions, including algorithm selection, model architecture, and computing resources.

Week 2

Model Development & Training

Algorithm Selection: Choose appropriate generative AI algorithms and techniques based on the identified use cases and data characteristics, such as GANs or VAEs.
Data Preprocessing: Preprocess and prepare the training data, including cleaning, normalization, and augmentation, to ensure compatibility with the chosen algorithm. 
Model Training: Train generative AI models using the prepared data, adjusting hyperparameters and tuning the model architecture to optimize performance and quality of generated outputs.

Week 3

Evaluation & Validation

Quality Assessment: Evaluate the quality and realism of generated outputs using quantitative metrics and qualitative human evaluation. 
Performance Benchmarking: Benchmark the performance of generative AI models against existing methods or benchmarks in the respective domain to assess their competitiveness and superiority. 
Validation with Stakeholders: Gather feedback from stakeholders, including domain experts and end-users, to validate the utility and effectiveness of generative AI solutions.

Week 4

Deployment & Integration

Model Deployment: Deploy trained generative AI models into production environments, ensuring scalability, reliability, and compatibility with existing IT infrastructure. 
Integration with Applications: Integrate generative AI capabilities into existing applications or workflows, providing seamless access to generated outputs and functionalities. 
Documentation & Knowledge Transfer: Document the deployment process, model configurations, and usage guidelines to facilitate knowledge transfer and enable ongoing maintenance and support.

Fields of Expertise

Practice Areas

The potential applications of Generative AI have expanded far beyond traditional boundaries. Generative AI can drive rapid innovation and enhance user experiences by delivering tailored solutions at every interaction. Now, Generative AI is instrumental in generating new insights and experiences, leveraging the broader computational infrastructure.



  • Design Optimization
  • Resource Allocation
  • Quality Control and Assurance


Generative AI in the construction industry empowers enhanced privacy, cost optimization, and enables autonomous operations, even in remote areas with limited connectivity.



  • Operational expense reduction
  • Energy efficiency improvement


Generative AI in the manufacturing industry facilitates real-time data processing, advancing automation throughout factory operations and supply chain logistics. It empowers the handling of extensive data volumes, leading to enhanced product quality and diminished operational expenses.

Aerospace / Automotive


  • Collision avoidance
  • Traffic management
  • Adaptive cruise control

Aerospace / Automotive

In the Aerospace industry and Automotive industry, Generative AI optimizes autonomous driving by processing extensive sensor data in real-time, enhancing safety, efficiency, and traffic management.



  • Regulatory Compliance
  • Energy Trading and Optimization
  • Microgrid Optimization
  • Load Forecasting


Generative AI in the utilities industry revolutionizes the management of distributed energy resources, optimizing operations, minimizing energy waste, and delivering superior-quality services.



  • Dynamic personalized recommendations
  • Instant inventory management
  • Data-driven forecasting
  • Fraud detection and prevention


Generative AI in the retail sector elevates customer experiences through dynamic, personalized recommendations and promotions in real-time. Additionally, it optimizes operational efficiency by facilitating instant inventory management and minimizing data transmission expenses.

Agriculture / Farming


  • Precision irrigation management
  • Pest and disease prediction
  • Livestock condition assessment

Agriculture / Farming

Generative AI revolutionizes the agriculture and farming sector by providing real-time insights into crop health and livestock conditions, thereby enhancing irrigation, fertilization, pest control strategies and sustainability to new heights.


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What We Can Do for You

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General FAQs

A Proof of Concept (PoC) is a preliminary demonstration that demonstrates how feasible and viable a proposed solution or technology is. Businesses can make informed decisions before full-scale implementation by validating ideas, assessing risks, and evaluating risks. Our PoC service, which is delivered within four weeks, provides a fast yet thorough evaluation of AI solutions customized to your specific requirements, reducing risks and speeding up innovation.

We offer comprehensive support from our team of AI specialists during the Proof of Concept process. Starting from the initial scoping and data analysis, we will work closely with you to ensure transparency, collaboration, and successful outcomes.

Upon successful completion of the Proof of Concept, we provide comprehensive insights, recommendations, and next steps for further development or implementation. Whether you choose to proceed with a full-scale deployment, refine the concept, or explore alternative solutions, our team remains committed to supporting your journey towards realizing the full potential of AI technologies.

If you're exploring new technologies, validating hypotheses, or seeking to mitigate risks before investing in a full-scale implementation, a Proof of Concept can be a valuable first step. Our team can assess your project requirements, objectives, and constraints to determine the most appropriate approach and provide tailored recommendations for achieving your goals effectively and efficiently.

We understand that every business has unique needs and goals. That's why we offer highly customizable generative AI solutions tailored to your specific requirements. Whether you need bespoke content generation, image manipulation, or data synthesis, our team will work closely with you to deliver solutions that align with your vision.

Why Engage in Our Generative AI POC?

Creativity & Innovation

Generative AI enables the creation of novel and creative content, opening up new possibilities for artistic expression, design, and storytelling.

Personalization & Customization

Generative AI can generate personalized and customized content tailored to individual preferences and needs, enhancing user engagement and satisfaction.

Efficiency & Automation

Generative AI automates the process of content creation, reducing manual effort and time required for tasks such as image generation, text summarization, and design exploration.