Resources

Get in touch

LLM Development & Consulting Services

Get the most out of your data with Large Language Models. Our LLM development services transform static information into intelligent, real-time conversations that engage users, personalize experiences, and drive smarter business decisions – delivering measurable ROI and sustainable growth.

Benefits of On-Premise & Private-Cloud LLMs

Strong Security

On-premise and private-cloud LLMs ensure sensitive data never leaves your controlled environment. This eliminates exposure to third-party training, shared inference layers, and cross-tenant risks. For regulated industries, this is often the only viable way to use LLM development services without compromising compliance.

Custom Functionality

Private deployments let you encode internal rules, taxonomies, and decision logic directly into the model. Instead of adapting workflows to a generic AI, a custom LLM for enterprises mirrors how your teams actually work. The result is fewer workarounds and higher adoption across business units.

Improved Accuracy and Relevance

Models trained on internal documents, historical cases, and structured data produce answers tied to facts your business trusts. This sharply reduces hallucinations in reporting, analysis, and decision support. Within large language model development services, accuracy comes from grounding, not prompt tricks.

Enhanced Operational Efficiency

Private LLMs connect directly to internal systems to execute tasks, not just suggest them. They summarize cases, retrieve records, and trigger actions without manual review loops. With focused LLM consulting services, enterprises shorten cycle times and reduce operational friction.

Cost-Effectiveness

Usage-based APIs become expensive once adoption spreads across teams. Private models replace variable per-token fees with fixed infrastructure costs you can forecast. Over time, this makes LLM development consulting more cost-efficient for high-volume, mission-critical use cases.

Enterprise-Grade Scalability

You scale capacity based on workload, not platform restrictions. Whether demand spikes during peak operations or expands across regions, private infrastructure grows with you. This flexibility is essential for organizations deploying enterprise-grade LLM development solutions globally.

Data-Driven Competitive Advantage

Public models improve for everyone. Private models improve only for you. By continuously learning from internal interactions, a custom LLM application captures institutional knowledge competitors cannot access or replicate.

Relevancy and Personalization

Private LLMs adapt responses based on role, context, and historical behavior, not generic user profiles. This enables consistent decision support across departments while preserving nuance. With our strong LLM industry expertise, personalization becomes operational, not cosmetic.

General-Purpose Vs Domain-Specific LLMs

General-purpose LLMs are built for breadth rather than depth. They perform well across many topics and are commonly used for rapid experimentation, early proofs of concept, and internal productivity tasks. Their main advantage is speed: they can be deployed quickly and adapted with minimal upfront effort.

While you can customize general-purpose LLMs to improve relevance for specific tasks, they are still limited by their lack of deep awareness of your proprietary data, domain rules, and operational constraints. As a result, consistency and reliability can degrade when these models are pushed into complex or high-risk workflows.

This option is best for:

Domain-specific LLMs are built to operate inside your business context. They are trained or fine-tuned on proprietary data, internal documentation, and industry-specific language, enabling accurate, repeatable, and governed outputs aligned with real operational needs.

These models are designed for production environments where AI influences customers, revenue, or regulated processes. They integrate directly with enterprise systems, follow compliance requirements, and support long-term scalability, making them suitable for running core workflows.

This option is best for:

Our Expert End-to-End Large Language Model Development Services

Meet LOFT, our open-source LLM-Orchestrator Framework built for performance and precision. Designed to handle complex chat flows, detect events, including hallucinations, and power backend systems with high-throughput capabilities, LOFT stands out for its scalability. Its queue-based architecture is independent of any HTTP framework, allowing flexible integration and reliable rate-limiting for enterprise-scale deployments.

Our LLM development company analyzes your goals, challenges, and proprietary data to shape a tailored strategy. We start by identifying high-impact AI use cases and validating your business case. Then, we build a proof of concept, assess your data readiness, estimate the project scope, select the right AI models, and create a step-by-step roadmap for implementation. With our large language model consulting, you’ll move forward with confidence, unlocking real value through process optimization, improved customer experiences, and tangible outcomes.

As a large language model development company, we design and build custom LLM solutions aligned with your industry, use case, and brand voice – using advanced architectures, fine-tuning methods, and your proprietary data. Our team works closely with you to develop intelligent custom models that speak your language, reflect your values, and deliver real results.

As an experienced LLM development company, we understand the technical and operational challenges faced by fast-moving startups and global enterprises. Whether you’re a startup leveraging PaLM 2 via Google Vertex AI for quick deployment, a mid-sized business using Claude with RAG on AWS Bedrock for scalable, contextual responses, or an enterprise fine-tuning LLaMA3 on SageMaker with NVIDIA GPUs for full control, we ensure a frictionless rollout and peak performance with a custom LLM model for your industry.

Ready to rethink the way your brand communicates? We offer AI-powered chatbot development services driven by custom LLM frameworks that natural language, adapt to context, and deliver personalized interactions. We cover the entire process: starting with user workflow design and dataset preparation, and ending with full-stack development and LLM integration. Whether it’s automating customer support, streamlining employee tasks, or surfacing insights on demand, our solutions boost efficiency, engagement, and ROI.

Generic models won’t cut it for specialized needs. We improve leading LLMs – GPT-4, Claude, PaLM2, LLaMA3, and more – to perform defined tasks with accuracy and control. The process includes adaptive dataset curation, API integration, and parameter optimization, making sure the model aligns with your workflows and tone of voice. It can be simplifying report analysis, generating content at scale, modernizing your data architecture, or anything in between – we handle it all. Our tailored LLM development solutions elevate productivity and enhance user experience.

Our offerings comprise AI security threat consulting, adversarial attack prevention, input sanitization, output filtering, and vulnerability scanning. Our AI developers also provide expert-led training to prepare your team for real-world risks.

As a leading LLM application development company, we create smart assistants, research tools, and productivity apps powered by custom LLM models. We deliver high-performance solutions that simplify maintenance, empower scalability, and generate real-time insights for faster decision-making and business agility.

LLM performance doesn’t stop at launch – and neither do we. Our experts cover continuous monitoring, seamless updates, and model optimization. We build automated retraining pipelines, manage risks, and ensure compliance – delivering reliable, private LLM development services that scale with your demands.

The Tech Stack Behind Our LLM Services

NLP for Deeper Understanding

As a large language model development company, we offer more than basic keyword matching using semantic analysis, sentiment detection, named entity recognition (NER), and dependency parsing. These models help extract meaning from unstructured data and understand context in real time. This is especially effective for tracking trends.

Tech stack: LangChain, Faiss, Scikit-learn, OpenAI Whisper, Cloud Speech-to-Text API

Machine Learning for Smarter Models

Our LLM consulting services are backed by powerful ML techniques – supervised, unsupervised, reinforcement, and deep learning. As part of our machine learning consultancy, we tailor algorithms to optimize model accuracy and adaptability. We also provide LLM training services to make sure your system evolves with your business.

Tech stack:

Machine Learning: TensorFlow, Keras, PyTorch

NLP: Transformers, SpaCy, NLTK, Gensim

DL Models: RNN, LSTM, CNN, GAN

Platforms: AWS, Google Cloud Platform, Microsoft Azure

Tailored LLM Training

We offer custom domain-specific LLM development services by optimizing models from the ground up on curated datasets and modern architectures. The result? LLMs that deliver precise summaries, translations, and responses designed for your goals.

Tech stack: RAG, LlamaIndex, LangChain, Chroma, Qdrant, Faiss, Scikit-learn, KMeans, DBSCAN, KNN, WaveSync

LLM Adaptation & Optimization

Flexibility is key. Employing in-context learning, prompt engineering, and deep fine-tuning, we make sure your model performs in real-world scenarios. This versatile approach helps you stay ahead with the right AI frameworks and models optimized for impact.

Tech stack: OpenAI, Palm, Bison, Gemini, RedPajama, LLaMA2, Mistral, Davinci, GPT-3.5, LORA, QLORA, PEFT, Amazon Bedrock, LangChain, Weights & Biases

Sentiment Analysis at Scale

Our AI models detect not just polarity – positive, negative, neutral – but also emotional intensity and subtle tone shifts. By decoding client feedback, social media, and more, we help you craft the right message, boost satisfaction, and act on real sentiment in real time.

Tech stack: Hugging Face, BERT, RoBERTa

Transfer Learning for Faster Results

We adapt pre-trained LLMs to your domain – whether in healthcare, legal, or finance – saving time and resources while delivering high-performing, tailored solutions. As part of our large language model development services, transfer learning enables fast, scalable results with industry-specific precision.

Tech stack: OpenAI, Palm, Bison, Gemini, RedPajama, LLaMA2, Mistral, Davinci, GPT-3.5, LORA, QLORA, PEFT, Amazon Bedrock, LangChain, Weights & Biases

Industries Where LLMs Deliver Maximum Value

Healthcare

Finance

Banking

Telecom

Insurance

Travel & Hospitality

Supply Chain & Manufacturing

E-commerce

Retail

Education

Airports & Airlines

Our Go-To Tools for Building Smarter LLMs

Real-World Results: LLMs in Action

Latest case studies

AI Knowledge
Base

5 account successfully onboarded
6,000 articles generated
30,000 dialogues processed

Accelerating knowledge base article generation for Conversational AI platform using Large Language Model (LLM).

Learn More

Bloomsybox
Chatbot

60% of users completed quiz
38% generate greeting cards
78% of winners claimed prize

The MOCG team developed a personalized eCommerce chatbot using Generative AI to drive user engagement for a floral subscription company.

Learn More

Zipify
Pages

13.5M monthly views
600+ 5-star reviews
15,000+ brands trust Zipify Pages

Generative AI-powered page builder for Shopify platform that helps create high-converting landing pages for increased sales.

Learn More

AI Bot Security Audit

10% rise in AOV
$80,000 saved in breach costs
20% rise in positive feedback

Master of Code Global elevated security and user experience for a leading online homeware marketplace’s LLM-based chatbot.

Learn More

Helping Clients Turn Vision into Value

Veselin Vukovic

Chief Alliances Officer

Our collaboration with Master of Code Global, a strategic Innovation Partner, has played a crucial role in advancing our shared vision of digital transformation. Master of Code's outstanding technical acumen and unwavering commitment to developing customer-centric solutions have consistently impressed us. Their proficiency in AI has been a game-changer, significantly enhancing our Conversational AI offerings. A prime illustration of the synergistic efforts among Infobip and MOC is the BloomsyBox project, which elevates consumer engagement through Generative AI. We eagerly anticipate embarking on more groundbreaking projects with Master of Code, continuing our journey of innovation powering intelligent conversations.

Carlos Paniagua

CTO and Co-founder

I am very pleased with the outstanding quality of collaboration, services, and leadership provided by Master of Code Global. Their technical expertise is solid, and their dedication to our success is evident in every project they undertake. Their project teams as well as individual masters that we engage with consistently deliver great solutions to our end customers or good work for our internal product development. They are very proactive with industry trends For any organization seeking a reliable and highly skilled IT partner, I definitely recommend MOCG.

Check case study

Mike Carney

VP, Services - Conversational AI

Bringing together Master of Code and LivePerson's technical expertise and conversation design capabilities means brands can create exciting new ways for consumers and employees to interact with them through our Conversational Cloud. This opens up a whole new world of sales, marketing, and care journeys that can be exponentially scaled and deeply personalized through the power of Conversational AI.

Bryce North

Master of Code Global's work is competitively priced, but they're also experts in their field. They understood our requirements without me having to explain every little process to get to a result. I can tell Master of Code Global's team what needs to get done and see it happen.

Check case study

Tania Drootin

Master of Code Global were a pleasure to work with and came out with a great result. We now have a beautiful website. All items were delivered on time. Communication was easy and they were quick to respond.

Check case study

Nazar Grycshuk

We were pleased with the outcome of the discovery and design phases, as well as with the launch of the project. We had good results that helped to identify our next development phases and the direction to move forward with the project. We have a good working relationship and transparent communication with Master of Code Global. Also we’re pleased with their willingness to try something new and to work together in finding the best solution.

Check case study

Kalpana Berman

From the development team to the account team, everyone is hard working, talented, and in general a pleasure to work with. The constant communication, professionalism, resilience, and dedication were remarkably evident.

Check case study

Alona Harrison

Our partnership has thrived on Master of Code's deep understanding of technical intricacies and their ability to implement complex functionalities seamlessly into the websites we worked on. We didn’t expect such a smooth and transparent collaboration. Their expertise in modernizing and optimizing WordPress sites for better user experience and efficiency has greatly complemented our marketing and design efforts.

Check case study

Noam Bardin

We had a great experience with Master of Code Global - the speed in which they built up a multidisciplinary team including eng, design, QA, TPM allowed us to quickly roll out our product while hiring an internal team. We could not have done it without Master of Code Global and will continue to collaborate on different projects as they come up.

Check case study

Matt Dixon

Director of Business Development

What we liked about Master of Code is their product-oriented mindset and synergistic approach towards our collaboration. MOC has been easy to work with and added a beautiful game to our portfolio. Master of Code has a strong creative side, which attracted our attention in the first place.

Axelle Basso Bondini

Senior Manager Marketing

Master Of Code worked on a tight turn-around, was extremely helpful and professional in developing all components of the project up to the brand's high standards.

Check case study

Andrew Yaroshevsky

Chief Product Officer

Master of Code are a pleasure to deal with. They have established top expertise for developing chatbots on our platform. MOC’s team consistently delivers top-notch products for our clients and always beats expectations. All of it results in positive feedback and great experiences for our client’s users. We work with many development teams, and Master of Code are second to none in effective communication, problem solving, technical expertise, and overall project management.

Mohammed Al-Awadhi

Co-Founder

Our experience with Master of Code has been fantastic so far. Feedback from customers has been great, and our functionality is good. Regarding their quality of work and code, it’s better than anything we’ve seen before. They even gave us UI/UX best practices.

Check case study

Niels Herregodts

CEO & Founder

Master of Code is a skilled and reliable team. Working with them has been a smooth experience, and their quality consistently meets high standards.

Check case study

Ezra Firestone

Founder

One of our businesses went from zero to $2 million dollars a year in annual recurring revenue. That’s only possible because of Master of Code development expertise and ability, which allows us to focus on marketing and sales. I attribute the success directly to their effort. Without their product development, we have nothing to sell. So they get most of the credit.

Jeff Porter

Founder / CEO

Master of Code developed our iOS and Android apps for us. We gave them the design of the app, and they were involved in the development process. Then, they supported us on the launch of these apps. They also ended up taking over some front-end WordPress development on our main website. I've worked with many different offshore companies and offshore teams, and Master of Code is one of the best I've worked with.

Check case study

Adam Tsouras

Vice President of Product

We have worked with Master of Code on a number of technology projects. They are one of the most talented, passionate and impressive development teams we have ever worked with. Their attention to detail and enthusiasm for success makes working with them an absolute pleasure. We would highly recommend Master of Code to anyone looking for development work.

Brett Elder

Director

Master of Code is part of a very nimble team of very qualified, relational, and attentive developers. Though this is a true statement generally, they also function as a necessary extension of my team ... and have for years. They have become a fairly seamless extension of our efforts. Together we have accomplished greater things than we even initially envisioned.

Brian Russell

Executive Director

We value our partnership with Master of Code, which helps us to continue to meet the high expectations of many millions of end users.

Check case study

Grygoriy Dobrovolskyy

Product Manager

We saved 17% of staff time in our call centers with over twenty thousand agents. Master of Code means rock solid implementation and unrivaled support!

Matt Meisner

VP, Performance Marketing

The chatbot not only drove $500,000 in revenue within the first few months but also achieved 3X better conversion than the website and an 89% user response rate. Master of Code Global proved to be creative and technical experts in the chatbot space. They met deadlines and communicated seamlessly.

Check case study

Christian Fernando

Co-founder / President / CEO

Their deliverables have received praise from end customers with a focus on their support for strategic decision-making. Master of Code Global is focused on continuous improvement. They can draw on their technical expertise and commitment to understanding project specifics to provide helpful advice.

Dan Prosser

Founder

Both projects were executed flawlessly by Master of Code’s team. The developers wrote clean code and created solutions that greatly increase efficiency and business capabilities. Along the way, the team was highly communicative and displayed an excellent project management style.

Andrew Tauber

Founder

Master of Code’s team has done a tremendous job and we highly recommend them for development work.

Why Choose Master of Code Global

LOFT Framework

LOFT is our open-source LLM-Orchestrator designed to accelerate delivery without cutting corners. It reduces initial setup effort by 43%, makes project support 3× faster, and saves up to 20% of the budget when scaling. This lets you reach production sooner while keeping long-term costs under control.

AI Proof of Concept (PoC) Process

Our LLM developers start with a structured, fixed-price PoC to validate feasibility, data readiness, and business impact. This phase helps reduce potential development waste by 50–70% and provides a clear path forward before full-scale investment.

Deep & Forward-Looking Expertise

With 20+ years of hands-on software development delivery experience, our teams combine technical depth with continuous market research. This ensures our LLM development services align with real user behavior and current adoption patterns, not outdated assumptions.

Security-First Delivery Model

You work with the same dedicated experts from kickoff to launch. We operate under ISO 27001 certification, ensuring stability, accountability, and enterprise-grade security across the entire lifecycle.

Industry Recognition & Validation

As an LLM consulting company, our work is trusted by global brands and independently recognized. We are ranked among the Top AI Consulting Companies worldwide, validating both delivery quality and technical depth.

High-Impact AI Services

At Master of Code Global, we have built a spectrum of LLM Large Language Model services. Our projects have delivered a 15× revenue boost from intelligent recommendations, 3× higher conversion rates, and up to 80% improvement in customer satisfaction, based on real production deployments.

Advanced Customization & Integration

We are platform-agnostic by design. From proprietary CRMs to complex enterprise stacks, we engineer solutions that integrate cleanly into your existing ecosystem and follow the latest trends in LLM development. Your architecture shapes the solution; not the other way around.

A Founder's Mindset

During our LLMs development services, we approach every engagement as product owners, not vendors. That means prioritizing adoption, scalability, and long-term value from day one, with technical decisions guided by real business success metrics.

Trusted by 300+ companies

Our LLM Solution Development Roadmap

Our proven four-step LLM development services take you from concept to deployment – a tailored approach aligned with your business goals. We prioritize transparency and collaboration at every stage, keeping you informed, involved, and confident in the value of your AI investment.

1 - Needs Assessment & Solution Planning

2 - Data-Driven Training & Fine-Tuning

3 - System Launch & User Onboarding

4 - Adaptive Maintenance & Education

LLM Learning Starts Here

LLM Limitations, Risks, Statistics, and Future Directions of Models Adoption

Maryna BilanFormer Marketing Manager

LLM Hallucinations: Why They Happen, What They Cost, and How to Control Them

Tetiana TsymbalMarketing & Content Specialist

LLMs Myths vs Reality: What You Need to Know Before the Invest

Maryna BilanFormer Marketing Manager

LLM Limitations, Risks, Statistics, and Future Directions of Models Adoption Maryna BilanFormer Marketing Manager

LLM Hallucinations: Why They Happen, What They Cost, and How to Control Them Tetiana TsymbalMarketing & Content Specialist

LLMs Myths vs Reality: What You Need to Know Before the Invest Maryna BilanFormer Marketing Manager

Frequently Asked Questions

How does a custom LLM differ from off-the-shelf AI solutions?

The latter is built for general use and shared across many consumers. Custom LLM development services are important to build models trained or fine-tuned on your proprietary data, rules, and terminology, which delivers higher accuracy, better control, and outputs aligned with your business processes.

I am not well-versed in digital nuances. Can your team evaluate my requirements and suggest the right LLM for me?

Yes. We start with discovery and consulting to understand your goals, constraints, data, and risk profile. Based on that, we recommend the right model type, deployment approach, and roadmap, without requiring technical expertise from your side.

How do you make sure that the solutions delivered are secure and maintain confidentiality?

We design security into every layer using our robust LLM development methodology. This includes private or on-prem deployments, strict access controls, data isolation, and compliance with ISO 27001 standards. Your data is never reused for third-party training, ensuring that your information stays confidential and fully protected throughout the development and deployment lifecycle.

Can you integrate LLM into the existing workflow for minimal disruption?

Yes. We offer LLM integration services: directly into your current systems, CRMs, ERPs, internal tools, and data sources, so teams don’t need to change how they work. The AI fits into existing workflows instead of replacing them.

What do you employ to mitigate model hallucinations?

When we develop LLM for enterprises with industry-specific unique functionalities, we reduce hallucinations through data grounding, retrieval-augmented generation (RAG), task-specific fine-tuning, validation layers, and controlled response logic. Outputs are tied to verified sources rather than open-ended generation.

How much time does it require for your team to develop an MVP for an LLM-powered app?

An MVP delivery takes from 4 weeks to a couple of months, depending on the scope, if you work with a trustworthy LLM development company. We begin with a focused Proof of Concept to validate feasibility and value, then extend only what proves useful into an MVP.

What are the techniques of customization of LLMs?

Custom LLM services can include prompt engineering, retrieval-augmented generation, fine-tuning on proprietary data, tool and API integration, workflow orchestration, and domain-specific guardrails. The approach depends on your use case, data maturity, and risk tolerance.

Your Business Vision Meets Technology Mastery Now

Want to discuss a project or digital solution? 

Fill out the form below and we’ll be in touch within 24 hours.

LLM Development & Consulting Services

Benefits of On-Premise & Private-Cloud LLMs

Strong Security

Custom Functionality

Improved Accuracy and Relevance

Enhanced Operational Efficiency

Cost-Effectiveness

Enterprise-Grade Scalability

Data-Driven Competitive Advantage

Relevancy and Personalization

General-Purpose Vs Domain-Specific LLMs

This option is best for:

This option is best for:

Our Expert End-to-End Large Language Model Development Services

The Tech Stack Behind Our LLM Services

NLP for Deeper Understanding

Machine Learning for Smarter Models

Tailored LLM Training

LLM Adaptation & Optimization

Sentiment Analysis at Scale

Transfer Learning for Faster Results

Industries Where LLMs Deliver Maximum Value

Our Go-To Tools for Building Smarter LLMs

Real-World Results: LLMs in Action

AI Knowledge Base

Bloomsybox Chatbot

Zipify Pages

AI Bot Security Audit

Helping Clients Turn Vision into Value

Veselin Vukovic

Carlos Paniagua

Mike Carney

Bryce North

Tania Drootin

Nazar Grycshuk

Kalpana Berman

Alona Harrison

Noam Bardin

Matt Dixon

Axelle Basso Bondini

Andrew Yaroshevsky

Mohammed Al-Awadhi

Niels Herregodts

Ezra Firestone

Jeff Porter

Adam Tsouras

Brett Elder

Brian Russell

Grygoriy Dobrovolskyy

Matt Meisner

Christian Fernando

Dan Prosser

Andrew Tauber

Why Choose Master of Code Global

LOFT Framework

AI Proof of Concept (PoC) Process

Deep & Forward-Looking Expertise

Security-First Delivery Model

Industry Recognition & Validation

High-Impact AI Services

Advanced Customization & Integration

A Founder's Mindset

Trusted by 300+ companies

Our LLM Solution Development Roadmap

1 - Needs Assessment & Solution Planning

2 - Data-Driven Training & Fine-Tuning

3 - System Launch & User Onboarding

4 - Adaptive Maintenance & Education

LLM Learning Starts Here

LLM Limitations, Risks, Statistics, and Future Directions of Models Adoption

LLM Hallucinations: Why They Happen, What They Cost, and How to Control Them

LLMs Myths vs Reality: What You Need to Know Before the Invest

Frequently Asked Questions

How does a custom LLM differ from off-the-shelf AI solutions?

I am not well-versed in digital nuances. Can your team evaluate my requirements and suggest the right LLM for me?

How do you make sure that the solutions delivered are secure and maintain confidentiality?

Can you integrate LLM into the existing workflow for minimal disruption?

What do you employ to mitigate model hallucinations?

How much time does it require for your team to develop an MVP for an LLM-powered app?

What are the techniques of customization of LLMs?

AI Knowledge
Base

Bloomsybox
Chatbot

Zipify
Pages