Enterprise LLM development services that drive measurable results
Partner with Azati to build, integrate, and scale custom large language models tailored to your business needs. Our LLM engineering expertise transforms complex data into actionable intelligence, delivering proven performance improvements across industries.
of employee time savings due to AI automation
time reduction accessing information and search time
budget efficiency
Our LLM Development Services
Transform your business operations with our comprehensive large language model development services. Azati delivers end-to-end LLM solutions that enhance efficiency, reduce costs, and unlock new capabilities.
Custom LLM Development
Build proprietary large language models trained on your domain-specific data. Our LLM developers create bespoke solutions that understand your industry terminology, comply with your security requirements, and deliver superior accuracy compared to generic models. We fine-tune architectures to match your computational budget while maximizing performance.
- Domain-specific model training and fine-tuning
- Architecture optimization for performance and cost
- Data privacy and secure infrastructure designs
- Scalable deployment for enterprise workloads
Natural Language Processing (NLP)
Transform unstructured data into strategic business intelligence with our specialized NLP development services. We build custom natural language processing solutions that extract meaning, automate workflows, and unlock insights from text, speech, and conversational data. Our NLP expertise spans sentiment analysis, named entity recognition, text classification, semantic search, and language understanding systems tailored to your industry.
- Custom entity extraction and classification
- Sentiment and emotion analysis
- Semantic search and information retrieval
- Text summarization and generation
LLM Integration & API Development
Seamlessly connect large language models to your existing systems. We design and implement robust APIs that enable your applications to leverage LLM capabilities without disrupting current workflows. Our integration approach ensures reliability, performance, and security.
- RESTful and GraphQL API development
- Real-time data processing pipelines
- Webhook and event-driven integrations
- Legacy system connectivity and modernization
Voice Recognition & Speech-to-Text Solutions
Deploy accurate speech recognition systems that convert audio to text with industry-leading precision. Our voice recognition solutions support multiple languages, accents, and industry-specific vocabulary, enabling applications from voice automation to transcription services.
- Real-time audio-to-text conversion
- Custom acoustic and language models
- Speaker identification and diarization
- Advanced noise reduction algorithms
Prompt Engineering & Optimization
Maximize LLM performance through expert prompt engineering frameworks. Our prompt engineers design, test, and refine types of prompts that consistently deliver accurate, relevant responses. We optimize prompt structures to reduce token usage while improving output quality.
- Custom prompt framework design
- Few-shot and zero-shot learning strategies
- Cost optimization through efficient prompting
- Context window and memory management
LLM-Based Chatbots & AI Assistants
Create intelligent conversational interfaces that understand context and deliver human-like interactions. Our AI chatbot development services produce assistants that handle complex queries, learn from interactions, and integrate with your business systems.
- Multi-turn dialogue management
- Intent recognition and context handling
- Personalized response generation
- CRM and database integrations
LLM Deployment & Scaling
Implement production-ready LLM deployment architecture that grows with your needs. We configure managed deployment solutions optimized for performance, cost-efficiency, and reliability. Our infrastructure works perfectly across cloud, hybrid, and on-premise environments.
- Auto-scaling and load balancing
- Managed cloud or on-prem deployment
- Monitoring and observability frameworks
- Disaster recovery and failover planning
LLM Consulting Services
Navigate your AI transformation with strategic guidance from experienced LLM providers. Our consultants assess your needs, recommend optimal approaches, and create roadmaps for successful implementation. We help you avoid common pitfalls and accelerate time-to-value.
- Technology stack selection and evaluation
- Build vs. buy analysis
- ROI modeling and cost estimation
- Compliance, privacy, and security auditing
LLM-Powered Solutions We’ve Build
Azati has delivered transformative LLM solutions across multiple industries, leveraging cutting-edge technologies to solve complex business challenges.
Secure LLM for Information Sharing
Challenge
Traditional knowledge management systems couldn't provide intelligent search capabilities while ensuring complete data privacy and meeting regulatory requirements for sensitive corporate information.
Our Approach
We designed and deployed a secure, on-premise large language model solution with custom encryption protocols and role-based access controls. The system was fine-tuned on the institution's proprietary organizational documents, enabling intelligent document retrieval without exposing data to external services.
Applied Methods and Practices
- Custom fine-tuned transformer models
- Secure deployment infrastructure
- RAG (Retrieval-Augmented Generation)
- Advanced encryption and access controls
Solution Features
- Context-aware document retrieval across millions of records
- Natural language query interface for non-technical users
- Automated compliance checking and flagging
- Audit logging for all access and queries
Automated Candidate Selection System
Challenge
A recruitment platform processed thousands of applications weekly, with HR teams, tech leads, and management spending an estimated 150–200 hours per week on manual resume screening.
Our Approach
We developed an intelligent NLP-powered candidate matching system that understands context, skills, and experience beyond simple keyword matching. The solution analyzes resumes semantically, matches them against job requirements, and ranks candidates based on multiple factors including skills alignment, experience relevance, and cultural fit indicators.
Applied Methods and Practices
- Advanced AI and LLMs for data extraction
- Semantic vectorization and contextual ,atching
- Custom classification models
- Scalable microservice architecture
Solution Features
- Multi-factor candidate scoring algorithm
- Skills gap analysis and recommendations
- Bulk processing capability with priority queuing
- Detailed match explanations for HR teams
Voice Automation for the Restaurant Industry
Challenge
The main challenge was to build a reliable voice-driven system that could accurately recognize and process natural speech in a noisy restaurant setting. It had to interpret context and intent from both customers and staff, generate tasks in real time, and remain robust against diverse accents, speech speeds, and background noise.
Our Approach
Azati developed an AI-powered voice processing system using a fine-tuned Whisper model for speech-to-text and a custom NER solution for intent detection. The scalable architecture ensures real-time communication, instant task creation, and smooth automation of restaurant workflows.
Applied Methods and Practices
- Speech recognition with custom acoustic models
- LLM-powered conversation management
- Real-time audio to text transcription
- Named Entity Recognition (NER) training
- Model evaluation and Proof of Concept (POC) validation
- Context and intent detection
Solution Features
- Natural, human-like conversation flow
- Real-time task generation and assignment
- Context-aware command interpretation
- Automatic progress and completion tracking
- Multiple language support (English, Spanish)
- Integration with dashboards and internal monitoring tools
- Multi-device synchronization and voice-based control
NLP Solution for Pharmaceutical Marketing
Challenge
Pharmaceutical products are hard for non-experts to understand, so marketing them is not straightforward. The goal was to create a tool that helps companies understand doctors’ opinions on different drugs and use these insights to improve marketing strategies. Data came in many forms, including voice recordings, questionnaires, and notes, and needed to be automatically processed, structured, and made clear for non-specialists. Existing tools struggled with medical terms and domain-specific language.
Our Approach
We built a comprehensive NLP solution using fine-tuned large language models specifically trained on pharmaceutical and medical terminology. The system automatically processes, categorizes, and analyzes documents, extracting key entities, relationships, and sentiment while generating executive summaries and trend reports.
Applied Methods and Practices
- Domain-specific LLM fine-tuning
- Speech-to-Text using Google ASR
- Sentiment analysis
- Data visualization and report generation
Solution Features
- Automated document classification by topic, drug type, and relevance
- Named entity extraction (drugs, diseases, competitors, clinical outcomes)
- Sentiment analysis of physician and patient feedback
- Comparison of doctor insights with marketing strategy
- Custom query interface for market research teams
- Regulatory compliance checking for marketing materials
Want a similar solution?
At Azati, we build AI and LLM-powered systems to tackle complex business challenges. Our LLM experts will analyze your unique needs, recommend the best AI approach, and design a custom implementation roadmap.
Looking for something similar or even bigger? We’re ready.
Why Choose Azati for LLM Development
Tailored Large Language Model Solutions
We build custom LLM applications designed around your business goals from intelligent chatbots and document summarization to enterprise knowledge assistants. Each solution is fine-tuned to your data, ensuring accuracy, relevance, and measurable impact.
End-to-End LLM Development Services
Azati provides full-cycle LLM development, covering data preparation, model fine-tuning, integration, and continuous optimization. Our experts ensure smooth deployment, scalability, and consistent high performance across your operations.
Smarter Automation and Real Business Value
Empower your organization with LLM-powered automation that saves time, reduces operational costs, and enhances customer engagement. We turn advanced language models into practical tools that drive efficiency and innovation.
Transform Your Business with LLM Technology
Ready to leverage the power of large language models? Our team of LLM developers and prompt engineers will design a custom solution that addresses your specific challenges and delivers measurable ROI.
Get your custom LLM strategyFlexible Engagement Models
Choose the collaboration approach that best fits your project requirements and organizational structure.
Staff Augmentation
Augment your existing development team with our expert LLM developers, prompt engineers, and NLP specialists. This model provides flexibility and control while filling specific skill gaps.
How it works
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1Skills AssessmentWe identify your technical requirements and project needs
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2Talent MatchingOur specialists are matched to your required expertise level
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3Seamless IntegrationTeam members join your workflows, tools, and processes
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4Ongoing ManagementYou maintain direct control while we handle HR and administrative tasks
Key Benefits
- Quick onboarding (1-2 weeks)
- Pay only for resources used
- Full visibility into daily activities
- Easy scaling up or down
Best For
- Short-term skill gaps
- Projects requiring specific LLM expertise
- Teams needing rapid scaling
- Organizations wanting direct management control
Software Development Teams
Get a fully managed, dedicated team of LLM developers, engineers, and project managers working exclusively on your initiatives. This model combines autonomy with alignment to your business goals.
How it works
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1Requirements AnalysisWe understand your objectives and technical specifications
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2Team CompositionWe assemble a cross-functional team with all necessary roles
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3Sprint PlanningYour dedicated team operates in agile sprints with regular deliverables
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4Continuous CollaborationRegular sync meetings ensure alignment with your vision
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5Quality AssuranceBuilt-in testing and review processes guarantee high standards
Key Benefits
- Team chemistry and knowledge retention
- Predictable monthly costs
- Reduced management overhead
- Faster development cycles
Best For
- Long-term LLM product development
- Complex projects requiring multiple specializations
- Organizations needing consistent team velocity
- Businesses building proprietary LLM solutions
Software Outsourcing
Hand off your entire LLM development initiative to Azati. We take full responsibility for design, development, deployment, and delivery based on agreed specifications and timelines.
How it works
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1Discovery WorkshopComprehensive analysis of your requirements and success criteria
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2Solution ArchitectureOur consultants design the optimal technical approach
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3Development & TestingOur team builds and validates the solution end-to-end
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4Deployment & TrainingWe deploy the solution and train your team
Key Benefits
- Complete project ownership
- Fixed cost and timeline estimates
- Minimal client resource requirements
- Proven delivery methodology
Best For
- Organizations without in-house AI expertise
- Projects with clearly defined requirements
- Companies focusing on core business while outsourcing LLM development
- Budget-conscious initiatives requiring fixed pricing
Not sure which model fits your needs?
Our LLM consulting services include a free assessment to recommend the optimal engagement approach.
Discuss Your Project Requirements
Frequently Asked
Questions
Custom LLM development timelines vary based on project complexity, data availability, and requirements. Simple fine-tuning projects may take 4-8 weeks, while building proprietary models from scratch typically requires 3-6 months. Our LLM consulting team provides detailed timelines during initial assessments.
Training data requirements depend on your approach. Fine-tuning existing models requires smaller, domain-specific datasets (typically 1,000-10,000 examples). Building models from scratch needs larger datasets. Our team can help assess your data readiness and develop data collection strategies if needed.
LLM development costs vary based on project scope, model complexity, and engagement model. Staff augmentation starts at monthly rates per specialist, dedicated teams have fixed monthly costs, and outsourcing projects are quoted based on requirements. Contact us for a detailed estimate tailored to your needs.
Yes, LLM integration is a core service we provide. Our team designs APIs and integration layers that connect large language models with CRM platforms, databases, enterprise software, and custom applications. We ensure seamless data flow while maintaining security and performance standards.
We've delivered LLM solutions across financial services, healthcare, pharmaceutical, human resources, food and hospitality, and technology sectors. Our domain expertise allows us to understand industry-specific challenges and compliance requirements, ensuring solutions that work perfectly within your operational context.
We implement enterprise-grade security measures including encryption at rest and in transit, access controls, audit logging, and compliance with GDPR, HIPAA, and industry-specific regulations. For sensitive applications, we offer on-premise deployment options and secure, isolated environments.
Absolutely. Our managed deployment services handle infrastructure setup, performance optimization, auto-scaling configuration, and monitoring. We design LLM deployment architecture that balances cost and performance, ensuring your solution scales efficiently as demand grows.
Yes, we offer comprehensive post-deployment support including performance monitoring, model retraining, prompt optimization, security updates, and feature enhancements. Support packages are customized based on your needs and can include dedicated support teams.