LLM Limitations, Risks, Statistics, and Future Directions of Models Adoption
Generative AI refers to the concept of creating artificial intelligence (AI) that possesses the ability to understand, learn, and perform ...
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.
End-to-End Large Language Model Development Services
LLM-Orchestrator Open Source Framework
Strategic LLM Consulting
Custom LLM Engineering
Industry-Wide LLM Inсorporation
LLM-Infused Conversational Chatbot
Advanced Fine-Tuning for Specific Tasks
LLM Security Services
LLM App Development
Ongoing Support
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 support, 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.
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
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NLP for Deeper Understanding
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
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Machine Learning for Smarter Models
Our LLM solutions 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
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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
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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
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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
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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
Our Go-To Tools for Building Smarter LLMs
Real-World Results: LLMs in Action
Latest case studies
AI Knowledge
Base
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5 account
successfully onboarded
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6,000
articles generated
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30,000
dialogues processed
Accelerating knowledge base article generation for Conversational AI platform using Large Language Model (LLM).
Learn More
Bloomsybox
Chatbot
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60%
of users completed quiz
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38%
generate greeting cards
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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
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13.5M
monthly views
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600+
5-star reviews
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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
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10%
rise in AOV
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$80,000
saved in breach costs
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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
Chatbot Development for Global Travel Company
The Project
Custom Software Development
$10,000 to $49,999
Nov. 2018 - Feb. 2019
Master of Code Global developed a Facebook chatbot for a travel company and integrated it with the company’s API, LiveChat, Google Maps, and Salesforce. The chatbot is accessible across multiple globa
5.0
Quality
5.0Schedule
5.0Cost
5.0Willing to Refer
5.0
The Review
“The combination of their technical experience combined with their creative, out-of-the-box thinking set them apart.”
Feedback summary
“The combination of their technical experience combined with their creative, out-of-the-box thinking set them apart.”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
The reviewer
VP of Digital Marketing, Luxury Escapes
Matt Meisner
Matt Meisner
Hospitality & leisure
Austin, Texas
201-500 Employees
Phone Interview
Verified
Facebook Chatbot Development for Beauty Line
The Project
- Services Custom Software Development
- $50,000 to $199,999
- Jan. 2017 - Ongoing
Master of Code develops Facebook chatbots to support the company's promotions for in-store services as needed.
5.0
Quality
5.0Schedule
5.0Cost
5.0Willing to Refer
5.0
The Review
“...the chatbot increased online bookings by 50%.”
Feedback summary
“...the chatbot increased online bookings by 50%.”Master of Code not only provides extremely helpful chatbot features but also goes above and beyond to improve the user experience. Their services have had a significantly positive impact on the business, and their team continues to be great to work with overall.
The reviewer
Assistant Manager of Consumer Engagement, Beauty Supply Company
Anonymous
Anonymous
- Consumer Products
- Minneapolis, Minnesota
- 1,001-5,000 Employees
- Phone Interview
- Verified
Chatbot Development for Tom Ford Beauty
The Project
- Social Media Marketing
- $10,000 to $49,999
- Nov. 2019 - Jan. 2020
Master of Code Global developed a Chatbot to assist holiday shoppers on the client's e-commerce site. Their team generated both the NLP and NLG and set up the hosting account for the bot.
5.0
Quality
5.0Schedule
5.0Cost
5.0Willing to Refer
5.0
The Review
"It was such a pleasure working with them."
Feedback summary
"It was such a pleasure working with them."As a result of Master of Code Global's work, the client was able to generate online sales and boost engagement. Their attention to detail, proactivity, and reactivity is impressive. They were consistently available and supportive.
The reviewer
Media & Consumer Engagement Manager, Tom Ford Beauty
Axelle Basso Bondini
Axelle Basso Bondini
- Beauty & Cosmetics
- New York City, New York
- 5,001-10,000 Employees
- Online Review
- Verified
Our LLM Solution Development Roadmap
Our proven four-step process takes 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.
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Step 1
Needs Assessment & Solution Planning
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Step 2
Data-Driven Training & Fine-Tuning
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Step 3
System Launch & User Onboarding
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Step 4
Adaptive Maintenance & Education
LLM Learning Starts Here
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