Generative AI & GPT Development Services
Expect Results. Not Excuses
Accordina to a McKinsev Report
The economic potential of generative Al: The next productivity frontier
$4.4 T boost annually
Generative Al could add a staggering $2.6 trillion to $4.4 trillion annually across various use cases. To put this in perspective, the entire GDP of the United Kingdom in 2021 was $3.1 trillion.
75% value across four domains
About 75% of the value that generative AI use cases could deliver is concentrated in four primary areas: Customer operations, marketing and sales, software engineering. and R&D.
Industry-wide distruption
Industries like banking, high tech. and life sciences stand to gain immensely. For instance. the banking sector alone could see an added value equivalent to $200 billion to $340 billion annually if generative Al use cases are fully realized.
Automate 60% Task of Knowledge Worker
Generative Al has the potential to automate work activities that currently take up 60 to 70% of employees’ time. This is a significant leap from previous estimates, which suggested that technology could automate only half of the time employees spend working.
AI for Leaders:
Drive Results,
Simplify Complexity
In the boardroom, the conversation is shifting. AI isn’t just a buzzword—it’s the tool that’s reshaping how businesses operate and thrive.
Train generative ai on your own proprietary data
Yes, the world has ChatGPT and Generative AI, but only you possess your exclusive data.
Dive into the AI revolution that’s reshaping the world. From GPT to Stable Diffusion, from Wombo to LlaMa and BARD, Generative AI is not just the future—it’s the now. While these tools are redefining data science, natural language comprehension, and automation, what sets you apart is your unique data.
Combine this with our deep AI proficiency, and we’ll design bespoke solutions that resonate with your audience. From crafting dynamic content to streamlining operations, enhancing efficiency, and discovering new revenue streams, we’re your AI partner. Let’s shape the future, hand in hand.
What is generative AI?
Generative Al is a broad label that is used to describe any type of artificial intelligence that can be used to create new text, images, video, audio, code or synthetic data.
Types of Generative AI Models
Generative AI, a powerful subset of artificial intelligence, is capable of producing new data. text. images. and videos with impressive accuracy. It uses models like generative adversarial networks (GAN) and variational autoencoders (VAE) to imitate human creativity in the media it generates.
Based on their input/output, AI models can be categorized into text-based models. video models, audio models. and more.
Text-Based Models
Large language Models (LLMs): Models like ChatGPT and T5 are among the most advanced text-based generative models. They can generate contextually relevant text given a prompt or partial sentence. Other capabilities include summarization. translation. and question-answering.
Video Models
Variational Autoencoders for Video (VAE-Video): VAE-Video models such as Video Pixel Networks and MoCoGAN can learn representations of motion and generate realistic and diverse video content. Often they are used along with CNNs.
Audio Models
Audio Generative Adversarial Networks (Audio-GANS): These models vary in their capability to handle different types of audio such as speech. music. special effects. etc. Examples include GANSynth and HiFi-GAN.
3D Models
3D Generative Adversarial Networks (3D-GANs): 3D-GANs generate three- dimensional objects. complete 30 shapes etc. Some leading models are EG3D and AtlasNet.
Robotics
Generative AI facilitates co-design between humans and machines. It can be applied to generate motion trajectories. control policies, or behavior models for autonomous robots.
Generative AI Development Services
AI Technology Consulting
We provide AI technology consulting services that offer expert advice and guidance on the most effective strategy for designing a generative AI solution aligned with a project‘s unique needs and objectives.
End-to-end Generative AI Model Development
We leverage machine learning algorithms like RNNs, transformers, Markov Chain, GANs, and autoencoders to develop, configure and train generative AI models based on clients’ specific requirements. Post-training, we validate models with data sets and ensure they meet industry standards with security audits and testing.
Generative AI Model Replication
We develop generative Al tools similar to ChatGPT, Midjouney. Dall-E and chatbots with high NLP and NLU accuracy tailored to clients’ specific business needs.
Upgrade and Maintenance
We provide post-production optimization services like fine-tuning and upgradation of the model to ensure it performs optimally as per the latest Al trends while meeting the changing needs of your business.
Model Integration and Deployment
We thoroughly evaluate and understand your requirements to ensure secure and effective integration and deployment. Our OpenAl model integration and deployment service covers the entire process, from model selection and configuration to integration, testing and deployment.
Fine-tuning Models
We apply techniques such as transfer learning, learning rate scheduling, data augmentation, regularization, and hyperparameter tuning to fine- tune a generative AI model for a specific task, enabling the model to leverage existing knowledge to improve performance on the target task.
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.
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
LLaMA
LLaMA (Large Language Model Meta AI) is a foundational large language model designed to generate text, have conversations, summarize written material, solve math theorems or predict protein structures.
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.
Claude
Claude is a large language model (LLM) by Anthropic, trained as a virtual assistant that can be integrated with business workflows. Claude, accessible through both a chat interface and API in Anthropic’s developer console, can perform an extensive range of conversational and text-processing tasks.
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.
Stable Diffusion
Stable Diffusion generates detailed images from text prompts and can also be used for tasks like inpainting, outpainting, and image-to-image translations guided by text.
Whisper
Whisper is a general-purpose speech recognition OpenAI model that can perform language identification, speech translation and multilingual speech recognition.
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.
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.
Generative AI Use Cases
Generative AI can work effectively with smaller amounts of data or examples, making it accessible to organizations that may not have large datasets readily available. Similarly, APIs are available to streamline the integration process. These reduce the barriers to entry and allow organizations to start leveraging AI capabilities sooner.
Customer Service Chatbots
Generative AI can power quality conversational agents through better inference-making from user inputs and generating human-like responses.
Image Synthesis
Generative AI enables the creation of realistic and diverse visual content for VR applications, movies, video games, etc.
Video Editing
Scene segmentation, object removal, or color grading are a few use cases where generative AI reduces manual effort and makes post-production easier.
Voice Generation
As generative AI can generate natural-sounding human speech, it can be used to create voice assistants, audiobooks and synthetic voices for people with speech impairments
Translation and Transcription
Generative AI can automate language translation, content localization, and transcription of audio and video content.
Data Augmentation
Synthetic data can be generated to expand training sets, improve model performance, and simulate rare scenarios for testing and validation.
The HST Advantage
We help clients navigate the complexity of Large Language Models and Generative Al.
Software is core to our business and Generative Al allows us to extend our unmatched software engineering leadership into new Generative Al engagements. We work with clients across industries to use the technology to turbocharge software development, employee and customer services, and workplace processes.
Our company’s beginnings are rooted in data systems. With decades of experience, we are the ideal partner for companies looking to utilize Generative AI through connections to a variety of enterprise data sets for scalable solutions that adhere to all security, privacy and governance requirements.
We work with premier brands across financial services. life sciences and software. Working with our clients, we apply our industry expertise develop Generative Al use cases to harness new data insights, create industry buyer personas, test new models, and provide employee and customer-facing digital agents.
We’re ambitious about the efficiencies. outcomes and value that Generative Al can generate for clients. it’s reflected in our ongoing lP investments, our extensive staff training on partner platforms, and our suite of Generative Al accelerators to improve workforce productivity, streamline app modernization and accelerate software engineering.
SUCCESS STORIES
Well-crafted software makes the world a better place
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Marie Toft CEO of Emotionise
- AI/ML
- NLP
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AI / ML solution for streamlining medical device cybersecurity processes
NovaLeah | MedTech, Cybersecurity, AI/ML Solutions
NovaLeah partnered with HST Solutions to develop an AI / ML solution for streamlining medical device cybersecurity processes. The system uses Fuzzy string matching and pre-trained semantic similarity models to provide appropriate responses, reducing manual work and errors
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Colin CostelloIT Manager at JCDecaux
- ASP .NET
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An app to scale revenue with contactless payment automation
JCDecaux | AdTech, Contactless Payments
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- J2EE
- Jboss
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How We Approach Your AI Project
Following your project requirements, we build a custom intelligent solution with added business value.
Testimonials
HST Solutions is truly committed to the clients we serve.
Ben Wrafter - CEO, Franchise Direct
Their constant communication, attention to detail, and the ability to upscale impressed us.
Projects were delivered in a timely and consistent manner, leading to a successful partnership. HST Solutions establishes a smooth workflow through regular communication. The team is hard-working, creative, and professional.
Patrick Ambrose - Director, ComplySAFE Limited
The project was arranged with weekly calls and status reports.
HST Solutions’ final product was critical to the client’s business and helped onboard new customers. The project was managed through weekly calls and managed effectively. Their technical expertise and solutions made them stand out compared to other providers.
Jason Poonoosamy, CFA - Managing Director, DMS Governance
Their technical knowledge and customer-centric nature set them apart.
The engagement allowed the client to expand their business product set and run off single-source data. HST Solutions provides weekly status reports to ensure a seamless workflow. The team leverages their technical expertise and experience to produce quality results.
Lorcan O'Brien - Boom22 Technologies
When you hire any partner, you don’t want them to feel like a tack-on. You want them to embody the same values, hard work, and creativity of your own team. HST Solutions team knows how to do that. Seamless would be an understatement.
For outsourcing, the challenge is to maintain control, specifically over budget and deadlines. HST are truly an honorable and highly professional service provider. We would rate them 5-stars.
Gerry Corley - Health and Wellness Solutions
The HST team took our product vision and made it a reality. They were able to lead the development without any hand holding and they cared about the success of the product as much as we did.
David Doyle - Software Defined Print
HST Solutions built our platform from the ground up and have been supporting us since last 6 years. The products and platforms they built for us over the years helped us lead our industry in web2print technology.
Dean Douglas-Evans - Co-Founder GolfBirdie
We have been using HST solutions service for the past 12 months and it has been very reliable and a quality service. The guys are very professional and have solved any problems we ran into, without hesitation. It is very reassuring for our business knowing we are in safe hands.
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ABOUT US
We are a trusted Digital engineering and Enterprise modernization partner, combining deep technical expertise and industry experience to help our clients anticipate what s next and answer questions before they are asked.
What makes us stand apart
We Have Deep Technical & Industry Experience
Financial services
Health
Retail
Media, publishing & entertainment
Government
One Team, One Dream
At HST, there is no such thing as not my problem.
Build Trust with Every Interaction
We’re accountable to our clients and to each other. which means being open even when things aren’t going smoothly.
Improve Everything
The world of software and business moves fast so we re always learning and honing our skills.
Own It
We are a team of doers and we take responsibility for the success of everything we do.
Obsessed: Over Results
We’re obsessed with driving business value for our clients and we know that starts with gaining a deep understanding of the problems they’re facing
Excellent track record
100% project delivery
Have never gone over budget in any project
(150+) delivered
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