Implementation services for building & optimizing evaluation pipelines

Bring your Gen AI evaluation process to the next level with Rhesis AI’s implementation services. We specialize in building evaluation pipelines from scratch or improving existing ones.
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Expertise in Gen AI evaluation & testing pipelines

Transform your Gen AI validation process with Rhesis AI’s implementation services. We focus on aligning with your evaluation objectives and addressing your current challenges to create effective and reliable testing workflows.
Our approach begins by analyzing and optimizing your existing evaluation pipelines or setting up new ones tailored to your operational and technical needs. We support every aspect of the process, including test case generation, test metrics creation, and evaluator selection, to ensure that your testing pipelines are robust and future-ready. We are working with a variety of technologies and frameworks.
Whether you're at the start of your Gen AI testing journey or seeking to enhance and scale established frameworks, our services provide hands-on guidance to help you implement scalable, efficient, and industry-compliant testing solutions that meet your specific goals.
Tailored Pipelines for Gen AI Testing
We design workflows that address specific objectives, challenges, and operational requirements for efficient and accurate evaluation processes.
Test Case and Metrics Creation
Our services focus on creating diverse test cases and reliable metrics to measure and validate AI application performance.
Framework and Tool Integration
We leverage industry-leading tools and frameworks to seamlessly integrate Gen AI evaluation systems into your existing workflows.
End-to-End Pipeline Optimization
Streamlining every phase, from initial setup to production, ensures your pipeline is both efficient and future-ready.
Industry-Specific Testing Expertise
We address unique testing needs across industries like finance, insurance, and e-commerce, tailoring solutions to match sector-specific challenges.
Scalable and Future-Ready Solutions
Our adaptable systems are designed to evolve with emerging technologies, regulations, and operational requirements for sustained effectiveness.
TEST STRATEGY

Gen AI test coverage planning

For teams looking to establish a comprehensive test strategy, our implementation service delivers a detailed test coverage plan tailored specifically to Gen AI applications.
Test Coverage Planning: We create a test matrix that outlines the key components to test, ensuring complete coverage across scenarios, features, and personas, while minimizing overlooked areas.
Gen AI vs. Traditional Testing: We address the impact of Gen AI's non-deterministic behavior on test coverage and implement strategies to adapt your testing approach.
Frameworks: We implement relevant frameworks like MITRE and OWASP, structuring your test coverage to align with industry standards and best practices.
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TEST SCOPE

Custom & advanced test scenario generation

For teams aiming to ensure comprehensive evaluation of their Gen AI applications, we provide services to design and implement tailored test cases.
Custom test set generation: Collaborate with us to create test cases tailored to your application’s unique needs, addressing edge cases, unusual inputs, and specific performance benchmarks.
Adversarial and robustness testing: Develop advanced test cases to identify vulnerabilities through adversarial scenarios and evaluate your application’s robustness against unpredictable inputs.
Compliance and ethical validation: Build test cases that go beyond functionality, ensuring ethical compliance, scalability, and real-world applicability for your LLM application
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TEST INFRASTRUCTURE

Evaluation pipeline setup

For teams seeking to establish a reliable and efficient testing infrastructure, our implementation service sets up the essential components for automated testing in Gen AI applications. This approach ensures that your testing pipeline is equipped to handle the complexities of Gen AI applications while aligning with industry standards and best practices.
CI/CD Pipeline Integration: We design and implement seamless CI/CD pipelines to ensure continuous integration and delivery of automated tests, enabling faster iterations and more reliable testing processes.
Automated Test Execution: We set up automated test execution platforms tailored to your needs, allowing for consistent and repeatable testing without manual intervention.
Scalable Infrastructure: We build a flexible and scalable infrastructure to accommodate the growing demands of Gen AI testing, ensuring it adapts to your evolving project requirements.
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ITERATIVE IMPROVEMENTS

Optimizing applications for production readiness

For teams preparing Gen AI applications for deployment, we focus on refining and improving workflows to ensure production-quality performance. This service ensures your Gen AI applications meet production standards with confidence, combining efficiency, reliability, and adaptability in testing.
Test Result Analysis and Reporting: Work closely with your team to analyze test outcomes, evaluate application readiness, and provide actionable feedback for continuous improvement.
Implementing Industry Best Practices: Introduce and integrate proven methodologies to run efficient, repeatable tests, ensuring consistency and scalability as your application matures.
Automated Testing and Adaptability: Establish automated testing workflows that evolve with your application, enabling seamless updates and maintaining robust evaluation processes.
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OFFERING

Why choose Rhesis AI implementation services?

Get hands-on experience and expert guidance to tackle the unique challenges of Gen AI testing, ensuring your team is equipped with practical skills and actionable strategies. Our workshops are designed to meet your team’s needs—whether you prefer the convenience of online sessions or the hands-on interaction of onsite training.

Streamlined Integration

We bridge the gap between development and production by implementing tailored testing pipelines that fit seamlessly into your existing workflows. Our implementation services ensure minimal disruption, enabling faster deployment and efficient scaling. Whether you’re enhancing current processes or building from the ground up, we focus on aligning our work with your operational needs to deliver measurable value quickly.

Scalable Frameworks

Our implementation services are designed to evolve with your business needs. From initial deployment to continuous refinement, we build scalable frameworks that support long-term growth and compliance. Our focus on adaptive solutions ensures that as your requirements change—whether due to new regulations, market dynamics, or technological advancements—your testing capabilities remain robust and future-proof.

Framework Agnostic

Our implementation services leverage various frameworks and the best available tools for Gen AI evaluation. We work with industry-leading methodologies to design scalable and adaptive solutions tailored to your needs. As your requirements evolve—be it due to new regulations, market trends, or emerging technologies—our flexible approach ensures that your testing capabilities stay ahead of the curve, robust, and future-ready.
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Industry-Specific

We specialize in tackling the unique implementation challenges faced by industries such as finance, insurance, and e-commerce. In finance, we focus on reducing risks and ensuring regulatory adherence. For insurers, our services address the need for unbiased claim processing systems. In e-commerce, we emphasize creating accurate, fair customer interactions. By tailoring our services to your sector’s requirements, we help you achieve operational excellence.

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