Generative AI Services

Generative AI can transform your business through increased efficiency, enhanced customer experiences and more. LXT’s generative AI services provide expert human input for a wide range of use cases to help improve and accelerate your deployments.

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LXT’s Generative AI Services

When building a Generative AI product, ensuring that its output is accurate, ethical and responsible should be a top priority to build trust with customers and users. Human feedback is essential to evaluate the data used to train your machine learning models, both in the product design phase as well as in the tuning phase after the solution has launched.

Building machine learning models that are accurate, comprehensive and reflective of different styles and contexts requires training data that is high in quality and diverse. Once in production, AI must also be evaluated to identify and mitigate bias, offensive language or inappropriate content. Robust evaluation metrics and mechanisms for gathering user feedback are important to provide input for iterative model improvement. Overall, the data used to power your generative AI products - like the data for any AI application – should have its own life cycle and should be consistently evaluated for quality to ensure it produces the intended results.

Create generative AI that is accurate, ethical, and responsible

AI has the potential to transform every industry, and organizations are rushing to deploy the technology across multiple use cases. A key factor in developing ethical and responsible AI is ensuring that the data used to train it reflects a diverse set of perspectives and has the appropriate cultural context. LXT’s generative AI services provide human inputs to help you create inclusive AI.

Data to power your Generative AI

LXT can help ensure that your Generative AI solutions have the high-quality data needed to deliver the optimal experience for your customers. From collecting data in multiple modalities - including speech, text, image and video - to annotating and evaluating data at scale, we provide solutions that help manage bias using a diverse group of contributors that maps to your domain. We also provide a 100% guarantee on our data quality to ensure we are meeting your organization’s quality standards.

LXT Generative AI services

Whether you need prompt creation, fine tuning, multimodal data annotation or expert human inputs, our data services are tailored to your use case and designed to get you the volumes of data you need – fast.

Data collection

Build a reliable data pipeline across multiple data modalities through our scalable data collection services.

Data collection for fine tuning language models

Collect and generate data for precise and accurate LLMs and SLMs.

Expert resources

Build high-quality, domain-specific datasets with access to experts across a wide range of domains.

Data collection for language model expansion

Expand your LLMs and SLMs and extend into new markets with language data from over 1000 language locales.

Image & video data collection

Collect high-quality image and video data at scale to improve the output of your generative AI and enhance your VLMs (Vision Language Models).

Domain-specific text creation

Create text according to a specific domain including legal, medical or finance to train your vertical-specific AI product.

Audio and speech data collection

Collect natural-sounding speech to improve your voice AI and create emotional text-to-speech.

Prompt creation/fine tuning

Create and fine tune natural language prompts that reflect the various ways that users would interact with your AI solution.

Adversarial prompting

Craft prompts deliberately designed to reveal bias and misinformation and expose vulnerabilities in your language models.

Data annotation

Train, test and tune your machine learning algorithms with high-quality labeled data.

Semantic chunking

Break down text into meaningful parts for efficient Retrieval Augmented Generation (RAG).

Image/video description, captioning, and correction

Create natural language inputs to improve generative text-to-image models.

PII redaction

Find, redact and replace personally identifiable information from datasets to ensure data privacy for your customers.

Text & speech annotation

Labelling and classification of text and speech inputs to enhance and personalize your interactive AI agents.

Toxic language identification

Identify and remove offensive language from your AI product to improve the customer experience.

Multimodal AI annotation

Enhance Vision Language Models (VLMs) and text-to-image search through annotation and classification across all data modalities.

Image & video annotation

Label image and video data using various methods including bounding boxes, keypoint annotation, semantic segmentation and more.

Data evaluation

Evaluate the output of your generative AI for accuracy, inclusivity and bias using expert human feedback.

AI red teaming

Evaluate your language models (LLMs, SLMs, and VLMs) for inclusion, bias, hallucinations and more with human-in-the-loop services. Find and address vulnerabilities in your models before they move into production.

RLHF services

Access human insights across a diverse pool of contributors to improve model accuracy and performance while ensuring inclusivity and minimizing bias. LXT will help you develop the optimal success metrics and evaluation criteria, then rate accordingly to optimize model accuracy.

Quality & accuracy assessment

Evaluate the quality and accuracy of your generative AI to create an user experience that is culturally nuanced and aware.

Language model benchmarking

Use human feedback to compare your language models to your competitors’ according to custom criteria.

Ethical AI assessment

Use human feedback to assess the quality of your AI’s output with people from a wide range of demographic profiles to maximize diversity and inclusion.

Secure services

With the accelerating volumes of data created daily and the number of potential threats on the rise, security is an increasing area of concern for organizations across all industries. Our platform and processes are designed to ensure the security of your data.

To meet the most stringent security requirements, our facilities are ISO 27001 certified. We also offer supervised transcription within a secure facility to safeguard your data. We will work closely with you to design a secure solution that meets your needs.

Reliable AI data at scale — guaranteed

Build a reliable AI data pipeline at scale by partnering with LXT. Our 100% data quality guarantee allows you to launch AI with confidence.