NLP services and solutions

Partner with ITRex for cutting-edge NLP services to automate your business and seize opportunities that recent advances in NLP are unlocking right now

Leverage powerful AI and NLP tech with our NLP services

Encompassing AI, ML, deep learning, natural language understanding, knowledge graph technology, and beyond, our natural processing solutions can help your business:

Dig up insights

hidden within your cross-functional documents and unstructured data like emails, customer support tickets, product reviews, socials, and more

Make document processing easier

by automatically pulling out essential data like key phrases, sentiment, and topics

Stand out from the competition

by training your own domain-specific ML model that beats out-of-the-box solutions in speed, precision, and cost efficiency

Keep your sensitive data secure

by identifying and cutting out personal information

ITRex NLP services at a glance

Whether you're just starting to explore NLP or already deep into it, our team of experts stays on the cutting edge of technology to bring you the best possible solution. We know how to overcome the biggest hurdles in this game — data security and governance, building a business case for an NLP project, and achieving the accuracy and quality needed to put models into production.

Custom NLP Solutions

Don't settle for off-the-shelf solutions that don’t cut it. Our custom NLP solutions are tailored to fit your specific use case, combining pre-built and custom models with advanced tools for seamless integration with your existing systems.

Model Selection and Optimization

Choosing the right NLP model and optimizing hyperparameters can be complex. We've got the expertise to help you navigate the process. We can also train a smaller language model and fine-tune it with your data.

NLP Consulting and Strategy

Get unbeatable guidance from our consultants, from spotting untapped opportunities for NLP within your org to researching models that train efficiently, evaluating your existing NLP solutions, and crafting a roadmap for NLP adoption.

NLP Integration

Seamlessly integrate custom NLP capabilities into your systems with ITRex NLP services. Let our experts help you tackle legacy system challenges and develop custom APIs, database integrations, and more.

Data Collection and Annotation

Get enough data you need to train your language-based ML models and digital assistants. From text and speech collection to industry-specific database cleaning, our expertly crafted workflows deliver high-quality output at a low cost.

Ongoing Maintenance and Updates

Keep your NLP models accurate and effective. Our natural language processing services include ongoing maintenance and retraining to help you keep up with ever-changing demands of your business

Our NLP solutions are bridging the language gap between human and technology

As a top AI consulting firm, ITRex can find an exact answer to your NLP needs.

Document Mining Insightful Text Analytics Summarization Intelligent search Glean relevant insights from unstructured documents such as emails, social media feeds, or PDFs Leverage ML for keyword extraction, named entity recognition, part of speech tagging, classification, and beyond for document management or spam detection Transform big pieces of data into useful summaries for easier consumption Revolutionize search with semantic technology that goes beyond keywords and understands user intent and context

Speech recognition Conversational UI Sentiment Analysis Natural Language Generation Empower your app to follow voice commands or answer spoken questions Build a chatbot to deliver a new distribution channel, enhance customer service, or better promote your brand Understand attitudes and emotions behind messages from various sources like social media feeds, reviews, responses, and more Produce high-quality, consistent language across your communications while automating reporting and repetitive content creation

We build NLP solutions unique to your industry

We work closely with you to get to the bottom of your business challenge and come back with a natural language processing solution that gets the job done in the most efficient way.

Ecommerce

Make searches more on point and suggest stuff your customers are sure to love based on what they're looking for and what they've done before

Customer support chatbots

Automate answers to simple questions and redirect more complex ones to the right person, cutting support costs

Healthcare

Help patients even better by digging through their records to find out what's going on and catch any potential health problems early

Pharmaceuticals

Boost research capabilities by automatically extracting relevant insights from research reports, clinical trials, and EHRs

Finance

Take advantage of automated processing of financial reports and statements to detect risk, fraud, and potential non-compliance issues

Legal documentation

Streamline contract management by automatically extracting key information and catching any potential problems in your documents

Real estate

Tap our natural language processing services to analyze real estate listings and what people like to make it easy to find a great spot

Education

Automatically grade students’ work and provide feedback to students to improve learning outcomes and reduce manual effort

Key technologies we use

ITRex’s deep learning consultants and engineers are at the forefront of deep learning practice. They have experience delivering deep learning solutions that not only solve narrow business problems — although that is what we unfailingly do — but also spark change in entire industries.

For cleaning and processing raw text data, which involves tokenization, stemming, lemmatization, stop word removal, and other techniques, our arsenal includes:

• NLTK, SpaCy, TextBlob, and other libraries for specific NLP tasks
• Data normalization, data cleaning, and data transformation techniquese
• Pandas, NumPy, and Scikit-learn general-purpose libraries for data manipulation, analysis, and ML

To extract features from text data to build models, including bag-of-words, n-grams, part-of-speech tags, and named entities, we use:

• scikit-learn, Gensim, PyTorch, and TensorFlow libraries

For performing text embedding required in many NLP tasks, we leverage:

• Word2Vec, BERT (Bidirectional Encoder Representations from Transformers), Transformer-XL, ELMo (Embeddings from Language Models), FastText, GloVe, etc.

Language models are responsible for understanding the meaning of the text generated by the speach-to-text engine. Our toolset includes:

• N-gram models, Recurrent Neural Networks (RNNs), and Transformers techniques and architectures for building language models
• KenLM and TensorFlow tools

Why choose ITRex for NLP services

Our AI expertise in designing and engineering AI, ML, DL, and chatbot solutions makes us your go-to partner for the toughest projects.

Our flexibility and vendor-agnostic approach mean we only recommend the best tools and technologies for your unique needs.

Our in-house R&D lab allows us to experiment with the latest tech and build prototypes based on critical insights, so we can proactively solve your challenges.

We deliver value from day one, sharing feedback early and ensuring 100% transparency about the effort, tools, and technologies needed to realize your vision.