Text Mining & Extraction to Sentiment analysis

Extract meaning and insights from unstructured text, voice, and audio using natural language processing pipelines powered by deep learning.
Natural Language Processing


SFL Scientific's data scientists use modern natural language processes that enable many different kinds of solutions, including text categorization, data extraction, entity recognition, sentiment analysis, text generation, translation, and more.

Our Approach

Our clients seek scalable, automated processes supported by validated, custom AI and analytics to improve human decision making and reduce manual labor, often in critical and regulated environments. SFL Scientific accelerates the development of these novel tools by combining expert image analysis and state of the art deep learning, finding the optimal set of computer vision algorithms for each initiative.

With advances in digital data sources, cloud, infrastructure, and data distribution, by applying our data science approach, we deliver enhanced risk identification, solution integration, and a full assessment to develop a comprehensive roadmap and a successful technical strategy.


01 Functional and business specifications requirements mapped to technology.
02 Training dataset assembly, quality, and pre-processing pipelines.
03 Pilots to assess performance and future model accuracy.
04 Model augmentation, tuning, and validation in real-world environments.
05 Integration and scaling to production for end-user consumption.

NLP Use Cases

Text Classification

Automatically assign tags or categories to analyze text based on its contents. Build accurate models for topic analysis, sentiment analysis, smart reply, and more.

Optical Character Recognition

Extract text from images to get more meaning and metadata from your content.

Speech Recognition

Convert customer service calls, voicemails, etc into data to be able to extract meaning.

Machine Translation

Translate text, documents, speech in from language to another.

Sentiment Analysis

Interpret information from language like topics, phrases being circulated for key findings to inform decisions or help decipher issues or needs.

Hear From Our Partners

It’s been fantastic engaging with SFL Scientific as its team are experts in the AI space. They understand the business challenges we’re trying to solve and they’ve given us the guidance we need to use new technology to tackle these challenges. I think of them like they’re a part of our team. They’re a valued partner.

Eric Alexander, CTO, LinkSquares

SFL Scientific's expertise in ML was invaluable as they were able to translate our unique asks into production-ready solutions. They have been a true partner through every step of this process.

Jordan Nemrow, Co-Founder & CEO, Woflow

NVIDIA selected SFL Scientific for its AI consulting and development services, helping clients and partners develop new AI tools, products, and solutions utilizing the power of NVIDIA GPUs to help accelerate and solve complex business challenges. The award is a testament to SFL Scientific’s ability to lead clients and partners along their journey toward becoming AI-driven enterprises.

Craig Weinstein, Vice-President, America’s Partner Organization, NVIDIA