Enterprise LLM Model Evaluation Services
Comprehensive Assessment and Validation for Production-Ready AI Models
Transform your AI deployment strategy with rigorous LLM evaluation frameworks that assess accuracy, safety, bias, and compliance before production. Azumo's expert evaluation services minimize AI risks, ensure regulatory compliance, and maximize ROI through data-driven model optimization and performance validation.
What is LLM Model Evaluation
LLM Model Evaluation refers to the systematic assessment of large language models across multiple performance dimensions including accuracy, safety, compliance, and business alignment. Unlike traditional machine learning evaluation, LLM assessment requires sophisticated frameworks to handle the complexity, nuance, and non-deterministic nature of natural language generation. Enterprise LLM evaluation goes beyond basic benchmarks to assess real-world performance, detect bias and safety issues, identify security vulnerabilities, and ensure alignment with specific business requirements and regulatory standards.
We specialize in custom LLM evaluation solutions designed to meet the specific challenges and requirements of your business and industry.
Multi-dimensional assessment with accuracy, relevance, safety, and compliance metrics
Custom evaluation frameworks tailored to industry-specific requirements and use cases
Risk mitigation strategies that proactively identify bias, hallucinations, and security vulnerabilities
Performance optimization analysis providing data-driven insights to improve efficiency and reduce costs
How we Help You:
Comprehensive Model Assessment
We evaluate LLMs across accuracy, relevance, coherence, and factual correctness using both automated benchmarks and custom evaluation frameworks tailored to your specific business requirements and industry standards.
Performance Optimization Analysis
In-depth performance profiling including latency, throughput, cost analysis, resource utilization, and scalability testing to optimize your LLM deployment for maximum efficiency and ROI.
Enterprise Compliance Testing
Specialized evaluation frameworks for regulated industries ensuring HIPAA, SOX, GDPR, and SEC compliance with comprehensive documentation and audit trails for regulatory requirements.
Safety & Bias Evaluation
Advanced testing for harmful content generation, bias detection across demographics, adversarial prompt resistance, and comprehensive red-teaming to ensure safe, fair, and responsible AI deployment.
We specialize in custom LLM evaluation solutions designed to meet the specific challenges and requirements of your business and industry.
Enterprise Evaluation Framework Design
Seamlessly design comprehensive evaluation frameworks that align with your business objectives, regulatory requirements, operational constraints, and risk tolerance levels.
Custom Benchmark Development
Create domain-specific benchmarks and test datasets that accurately reflect your real-world use cases, performance requirements, and business success criteria.
Automated Evaluation Pipeline
Implement continuous evaluation systems with automated testing, real-time monitoring, comprehensive reporting, and alerting for ongoing model performance assurance.
Multi-Model Comparison Analysis
Conduct comprehensive comparative analysis across different LLMs to identify the optimal model architecture and configuration for your specific requirements and constraints.
Evaluation Strategy & Compliance
Design evaluation strategies that meet regulatory compliance requirements while ensuring scalable, maintainable evaluation processes for enterprise deployment.
Red Team Security Assessment
Advanced adversarial testing to identify vulnerabilities, prompt injection risks, jailbreaking attempts, and potential security exploits in your LLM applications.
Our AI Development Service Models
We offer flexible engagement options tailored to your AI development goals. Whether you need a single AI developer, a full nearshore team, or senior-level technical leadership, our AI development services scale with your business quickly, reliably, and on your terms.
Requirements Discovery
De-risk your AI initiative from the start. Our Discovery engagement aligns business objectives, tech feasibility, and data readiness so you avoid costly rework later.
POC and MVP Development
Prove value fast. We build targeted Proofs of Concept and MVPs to validate AI models, test integrations, and demonstrate ROI without committing to full-scale development.
Custom AI Development
End-to-end AI development tailored to your environment. We handle model training, system integration, and production deployment backed by top AI engineers.
AI Development Staffing
Access top-tier AI developers to fill capability gaps fast. Our vetted engineers plug into your team and stack, helping you meet delivery goals without compromising quality or velocity.

Dedicated AI Development Team
Build an embedded AI Development team that works exclusively for you. We provide aligned, full-time engineers who integrate with your workflows and own delivery.
Virtual CTO Services
Our Virtual CTO guides your AI development strategy, ensures scalable architecture, aligns teams, and helps you make informed build-or-buy decisions that accelerate delivery.
LLM Model Evaluation
Build
Start with a foundational model tailored to your industry and data, setting the groundwork for specialized tasks.
Tune
Adjust your AI for specific applications like customer support, content generation, or risk analysis to achieve precise performance.
Refine
Iterate on your model, continuously enhancing its performance with new data to keep it relevant and effective.
Consult
Work directly with our experts to understand how fine-tuning can solve your unique challenges and make AI work for your business.
With Azumo You Can . . .
Get Targeted Results
Fine-tune models specifically for your data and requirements
Access AI Expertise
Consult with experts who have been working in AI since 2016
Maintain Data Privacy
Fine-tune securely and privately with SOC 2 compliance
Have Transparent Pricing
Pay for the time you need and not a minute more
Our finetuning service for LLMs and Gen AI is designed to meet the needs of large, high-performing models without the hassle and expense of traditional AI development
Our Client Work in AI Development
Our Nearshore Custom Software Development Services focuses on developing cost-effective custom solutions that align to your requirements and timeline.

Web Application Development. Designed and developed backend tooling.

Developed Generative AI Voice Assistant for Gaming. Built Standalone AI model (NLP)

Designed, Developed, and Deployed Automated Knowledge Discovery Engine

Backend Architectural Design. Data Engineering and Application Development

Application Development and Design. Deployment and Management.

Data Engineering. Custom Development. Computer Vision: Super Resolution
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Designed and Developed Semantic Search Using GPT-2.0

Designed and Developed LiveOps and Customer Care Solution

Designed Developed AI Based Operational Management Platform
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Build Automated Proposal Generation. Streamline RFP responses using Public and Internal Data

AI Driven Anomaly Detection

Designed, Developed and Deployed Private Social Media App
Requirements Discovery
De-risk your LLM deployment by defining clear evaluation criteria, compliance requirements, performance benchmarks, and success metrics from the outset, preventing costly issues down the line.
Rapid Model Assessment
Quickly prove model viability with comprehensive evaluation reports delivered in days, leveraging automated benchmarks and expert analysis to accelerate your model selection and deployment decisions.
Comprehensive LLM Evaluation
Gain complete confidence with end-to-end evaluation services, including custom benchmark creation, multi-dimensional testing, compliance validation, and detailed performance analysis, all backed by our LLM evaluation experts.
Evaluation Team Augmentation
Enhance your internal capabilities by integrating our specialized and vetted LLM evaluation experts directly into your team and processes, accelerating your evaluation workflows.
Dedicated Evaluation Team
Build a high-performing LLM evaluation function with a dedicated team of full-time experts who exclusively work for you, owning evaluation delivery and ensuring continuous model optimization.
AI Evaluation Consulting
Strategically guide your LLM assessment with our evaluation consultants, ensuring a scalable evaluation architecture, aligning evaluation with business goals, and empowering informed model deployment decisions.
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