LangSmith Solutions

LangSmith

Observability and testing for Generative AI in production

We transform unstable prototypes into reliable products. We implement the necessary infrastructure to track every step of your AI, optimize costs, and ensure the quality of responses at scale.

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BIX Tech LangSmith development services

Complete Traceability (Tracing)

We implement systems that log every step of the AI's execution. If a response is unsatisfactory, you'll know exactly which prompt, which retrieved document (RAG), or which tool call caused the problem, eliminating guesswork when debugging.

Automated Testing and Evaluation

We create evaluation datasets to measure your model's performance over time. Before any deployment, we run automated regression tests to ensure that improvements in one area haven't broken functionality in another.

Cost and Latency Monitoring

We develop dashboards that show token consumption and response time in real-time. We identify which parts of the flow are most expensive or slowest, enabling precise optimizations (FinOps) to maximize your operation's ROI.

Prompt Management and Versioning

We organize prompt engineering as code. With LangSmith, we centralize and version your prompts, allowing engineers and product specialists to collaborate, test variations, and safely roll back changes.

Data Curation and Feedback

We set up workflows to capture user feedback (positive/negative) in production. We use this data to refine training examples (few-shot learning) and continuously improve model quality based on real usage.

Why choose BIX Tech for your LangSmith project?

Generative AI is non-deterministic, making quality control a complex challenge. At BIX Tech, we treat LLMs with the rigor of Software Engineering. It's not enough for it to work "most of the time"; we implement LangSmith to ensure consistency and governance.

LLMOps Engineering: We focus on stability. We use LangSmith to transform the "magic" of AI into measurable, auditable, and improvable metrics.
Cost Optimization: We identify waste in token usage and inefficient architectures, reducing AI API bills without compromising delivery quality.
Deep Integration: We connect LangSmith not only to LangChain but to your entire data ecosystem, ensuring a holistic view of the application.
Quality Assurance (QA) Culture: We bring the Quality Assurance mindset to the world of AI, creating safeguards against toxic or incorrect responses before they reach the customer.
Total Transparency: We deliver the solution with clear documentation, so your team has full control over the models' internal behavior.

What you need to know about LangSmith

LangSmith is a unified platform for debugging, testing, evaluating, and monitoring LLM-based applications. It serves as the quality infrastructure (LLMOps), allowing developers to understand the internal behavior of complex chains and autonomous agents.

Frequently asked questions about LangSmith

Looking for LangSmith specialists?

Setting up an efficient observability architecture requires deep knowledge of LLMOps. BIX Tech offers skilled professionals in LangSmith and data engineering to professionalize your AI operation.

We operate with flexible models such as Staff Augmentation and Squad Allocation, integrating our specialists into your team to instrument, test, and ensure the quality of your intelligent applications, ensuring confidence and performance.

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STEP 1

Share your needs

Tell us about your challenge in a call. We'll discuss team structure, success criteria, timeline, budget, and competencies to define how we can help your project.

STEP 2

Define project requirements and team structure

Within days, we'll finalize your project specifications, define an engagement model, and select and onboard your team.

STEP 3

Start the project and monitor results

Together, we'll define milestones and kick off the project. We'll closely monitor progress, report updates, and continuously adapt to your needs.

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