Generative AI Integration 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.
Your data. Our mastery.
Together, we pioneer
tomorrow.
Navigating the complexities of Gen AI in a professional setting? Challenges like data security, intellectual property concerns, and technical integrations can be daunting. That’s where HST steps in, addressing these hurdles and ensuring Generative AI seamlessly integrates into your enterprise
Our expertise
Using OpenAI
Open AI - Fine Tuning
Fine tune a model for a particular use case. Use APls
Complexity: Easy
Result Quality: High
Open AI - Embeddings
Use embeddings to provide context to the prompt. Build a vector Database and save it in pinecone. Create prompt with embeddings attached to it.
Complexity: Medium
Result Quality: Tolerable
Open AI - Plugins
Use browser plugins to feed real time data
Complexity: Easy
Result Quality: Highest
OpenSource
LLama + Embeddings + Langchain
Using an open source fine tuned model with Langchain for data injection and also creating embeddings for references using an open-source library.
Complexity: Easy
Hugging Face Models
Use open source trained models like GPT4, GPTX, GPTNEO and several others for the specific use cases. One can retrain or add a fine tunning layer on top of them to improve the result.
Complexity: Medium
Training a model from scratch
Build a transformer and all its components including Encoder, decoder and sub components like multi head attention, feed forward, embeddings etc. Feeding input data of several
Our Generative AI Integration Services
Custom Generative Al Application Development
Empower your business with our custom-built generative AI applications like chatbots and question-answering tools. Designed to cater to your organization’s specific requirements, our custom apps help incorporate generative AI into your existing infrastructure, workflows, and systems with minimal dlsruption, allowing you to leverage the power of Al effortlessly.
Generative AI Consulting
We conduct a thorough evaluation of your existing systems, meticulously identify the optimal solutions, and offer our technical expertise to ensure seamless implementation and utilization of generative Al solutions. We provide valuable insights, best practices, and hands-on assistance to streamline the integration process and maximize the benefits of generative Al for your business.
Generative AI Integration Into Workflows
We help you streamline your business operations by seamlessly integrating your preferred generative Al applications into your workflows. Not sure which generative AI applications are best suited for your business? Our experienced team carefuliy analyzes your unique business requirements, providing expert recommendations on the most suitable generative AI tools to integrate into your systems.
Ongoing Maintenance and Support
Our commitment doesn‘t end with the integration of generative AI tools into your business workflows. We provide unmatched maintenance and support services to ensure that your investment continues to deliver optimal value. Our responsive support and proactive maintenance approach, including regular system checks, performance monitoring, and issue resolution, keep your generative AI-pawered workflows running smoothly.
Our Generative AI Integration Technology Stack
AI Frameworks
Generative AI Models
Data Processing &
Management
Data Visualization
Cloud Services
APIs for Al model
integration
Containerization &
Deployment
Version Control
Testing &
Integration
Project
Management
Here's How We Do It
1 Understanding
Client Needs
Our job is to understand your business needs, your idea, and your vision. We help you to formalize these into product
Our job is to understand your business needs, your idea, and your vision. We help you to formalize these into product requirements, which we implement with your best interests at heart.
2 Model
Selection
Based on the identified needs, we select the most suitable pre-trained generative Al model or a combination of models.
Based on the identified needs, we select the most suitable pre-trained generative Al model or a combination of models, This could range from popular models like GPT-3, GPT-4, or specialized image-based generative models.
3 Fine-
Tuning
We customize and fine-tune the selected model to align with the client's business needs and domain-specific data.
We customize and fine-rune the selected model to align wirh the client's business needs and domain-specific data. Fine-tuning involves training the model with relevant datasets provided by the client to enhance its performance and adapt it to specific use cases.
4 Data
Integration
We integrate the client's data sources. whether text. images, or other forms of data, into the generative Al system.
We integrate the client's data sources, whether text, images, or other forms of data, into the generative Al system. This can be achieved through seamless data import from various sources such as databases, cloud storage, APIs, or real-time data streams.
5 Workflow
Integration
Our team collaborates with the client's IT and development teams to integrate the generative Al solution.
Our team collaborates with the client's IT and development teams to integrate the generative Al solution into their existing workflows and systems. This includes developing APIs, connectors, or custom interfaces to enable smooth communication and interaction between the generative Al system and other tools or applications used by the client.
6 Testing and
Evaluation
Before full deployment. thorough testing and evaluation of the integrated generative AI system are conducted.
Before full deployment, thorough testing and evaluation of the integrated generative Al system are conducted. This ensures its performance, accuracy, and compatibility with the client's workflows, as well as the generation of high-quality outputs.
7 Deployment and Monitoring
Once the generative A! system is tested and approved. it is deployed into the client‘s production environment.
Once the generative Al system is tested and approved, it is deployed into the client's production environment. Continuous monitoring and performance evaluation are carried out to ensure optimal functioning, reliability, and scalability of the solution.
8 Maintenance
and Support
We provide ongoing support, maintenance. and updates to the generative Al integration. ensuring it remains up-to-date.
We provide ongoing support, maintenance, and updates to the generative Al integration, ensuring it remains up-to-date, efficient, and aligned with any changing business requirements or technological advancements.
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
Emotionise Testimonial For HST Solutions | Custom Software Development
Marie Toft CEO of Emotionise
- AI/ML
- NLP
- Azure Functions
AI / ML Solution that increase sales and engagement
Emotionise | AI / ML Sales enablement
Emotionise ai is the only content creation and communication AI trained with emotion at its core.
AI / ML solution for streamlining medical device cybersecurity processes
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
JCDecaux Testimonial For HST Solutions | Custom Software Development
Colin CostelloIT Manager at JCDecaux
- ASP .NET
- MVC
- MS SQL 2014
An app to scale revenue with contactless payment automation
JCDecaux | Advertising Company
The purpose of the application was to run an advertising campaign on JcDecaux free-standing digital advertising…
CameraMatics Testimonial For HST Solutions | Custom Software Development
Seamus GalvinResearch Manager at BSI Group
- Angular
- Java
- J2EE
- Jboss
- Postgress
- HTML5
Built a SaaS-based GDPR assessment platform for the UK national standards body
BSI Group | Business Solutions
HST developed a next gen multi-tenant SaaS platform called BSI PACE (pace.bsigroup.com). BSI PACE (Privacy…
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.
Pricing based on your business needs
Fixed price
Pay as You Go
Dedicated Team
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
Contact Us
Tell us about your custom software project.
Let our team
Be your team
Unsure of how to get started? Talk to us. No matter where you are in the process, we can help you. Whether you need us to design and build a prototype, take your project from concept to maturity, or build off the work of another team, we can make your idea a reality. We also step in when it makes more sense to lean on our expertise than to have an in-house team get spread too thin.
Generally, we are able to respond to inquiries within 8 business hours.
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