Natural Language Processing

Have something to say? Software is listening to you. Through AI-driven NLP services, we’ve made revolutionary progress in interpreting human languages and behavior. From personalized search results to chatbots and virtual assistants, our Natural Language Processing solutions take communication beyond words.

Natural Language Processing

Have something to say? Software is listening to you. Through AI-driven NLP services, we’ve made revolutionary progress in interpreting human languages and behavior. From personalized search results to chatbots and virtual assistants, our Natural Language Processing solutions take communication beyond words.

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Your Roadblock

You are -

  • Stuck with a vast amount of data but unable to make sense of it.
  • Struggling to streamline repetitive tasks & free up human capital.
  • Receiving poor customer service reviews.
  • Struggling to persuade people to buy your product/service.

Do any of the above challenges resonate with you? Don’t let them be a roadblock to your business’s growth & success.  

Our Solution

NLP can help your business -

  • Automate customer service & better understand customer sentiments.
  • Improve customer satisfaction with NLP-powered intelligent assistants.
  • Streamline processes and reduce costs.
  • Free up human capital using NLP-powered chatbots.

NLP is the answer for businesses that want to provide personalized service to their customers and stay ahead of the competition.

Services We Offer
Go beyond what’s being said and written. Identify the intent behind words. We do just that to model human languages and recognize the underlying meaning behind the words. Raised eyebrows? Find out how.
Sentiment Analysis

NLP models can understand and infer the context and undertone of multilingual words and anticipate complex human emotions and languages.

Sentiment analysis is an opinion-mining NLP technique that can proactively help formulate business strategies, exceed customer expectations, and open new avenues for growth.

Entity Extraction

Entity extraction automates free-form text analysis and extracts relevant content from a huge stack of unstructured data across diverse sources.

It helps search engines understand queries and allows chatbots to interact with humans. This automates tedious tasks, and improves decision-making and customer support.

Intent Classification

Our team can train the model to compute sentence vectors and classify text input into various datasets by analyzing customer conversations.

This automates understanding sophisticated linguistic nuances and helps identify user intent, undertone, and objectives. The result is genuinely conversational chatbots and other enhanced products.

Text Categorization

Automated text categorization helps structure critical business data and segregate it for better searchability and organization.

Automation allows you to minimize errors, scale real-time insights, save time, & extract the most value out of available information by classifying text. Reduce inconsistencies and manage your documentation at a fraction of the cost! 

Text Analytics Solutions

An NLP-based sentiment analysis system distinguishes whether the sentiments are positive, negative, or neutral inside the text and whether they associate strongly or weakly with specific words.

NLP solutions can also be implemented to analyze texts from various sources and filter out the non-essential data.

Text generation & summarization

Use text generation to automatically create content or employ summarization to condense large volumes of information into a briefer document.

A great way to save time and effort is by creating content that can be used for various purposes based on the audience you're addressing. 

Enterprise Chatbot Solutions

Enterprise chatbot solutions use natural language generation, a computer process designed to automatically produce text in a human-friendly nature.

These chatbots can interact with customers in natural language. They can respond quickly and accurately to various customer inquiries.

Speech Recognition

With the help of speech recognition techniques, NLP tools can analyze and process human speech to extract meaningful insights for search and analytics.

Speech Recognition can result in more accurate and relevant search results, thus improving user engagement and customer satisfaction.

Upgradation & Maintenance

Boost your business performance with our scalable Natural Language Processing services to help you upgrade existing AI and chatbots.

Our upgradation and maintenance services ensure accurate language processing and seamless integration with your business operations. 

Intelligent Search

Achieve higher search result accuracy even for the most vaguely worded queries with semantic search based on the concept of NLP. 

Our semantic search services help your app understand complex human language, intent, and context, thereby achieving higher user satisfaction.

Move beyond keyword match. Identify user intent & context via custom NLP models.




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Don't take our word for it, take theirs!

Our Development Process

We follow Agile, Lean, & DevOps best practices to create a superior prototype that brings your users’ ideas to fruition through collaboration & rapid execution. Our top priority is quick reaction time & accessibility. 

We really want to be your extended team, so apart from the regular meetings, you can be sure that each of our team members is one phone call, email, or message away.

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How We Work?

NLP implementation steps are often subject to the goals that need to be achieved. Our fundamental processes vary depending on various text and data analysis tools to be used based on the complexity of the dataset. At a high level, the fundamental steps are outlined as follows:

Feasibility Analysis
At the initiation of each project, we conduct a feasibility analysis to help you assess the potential of NLP in your organization. We identify the most promising use cases and outline the project scope, roadmap, and goals.
Workshop
The feasibility analysis & the workshop go hand-in-hand. The workshop helps you determine technical feasibility, validate product concept & present a prototype to investors. The workshop entails mapping out a well-defined set of deliverables & potential business challenges during development.
Text Preprocessing
We begin by collecting data from multiple sources and building a raw text corpus in the first stage. Damaged, irrelevant, or incomplete data is eliminated, and useful text is normalized and prepared for further analysis.
Text Parsing & Exploratory Data Analysis
This is the structuring stage, where the raw data is sifted & organized to do a more focused analysis with a smaller dataset. By selecting the various intents & entities required for the predetermined tasks, a deep exploratory analysis helps establish a format for representation. It involves identifying & removing irrelevant sections, extracting coded metadata, & determining the format.
Text Representation & Transformation
Now that the datasets are categorized, we use various visualization techniques to represent the data in a meaningful format to retrieve valuable insights. It includes a semantic, syntactic, and pragmatic analysis of the text to understand the interpretable content.
Modeling
We now approach the most critical Natural Language Processing discipline of modeling artificial neural networks (ANN) and training them to automate the learning of complex linguistic and behavioral models. Text mining at this stage helps to funnel down the data and do targeted information retrieval.
Evaluation & Deployment
The NLP model is tested for performance against several training parameters in the final stage. The metrics are observed, and corrective measures are taken where necessary. The successful model is then deployed in the execution environment.
Feasibility Analysis
At the initiation of each project, we conduct a feasibility analysis to help you assess the potential of NLP in your organization. We identify the most promising use cases and outline the project scope, roadmap, and goals.
Workshop
The feasibility analysis & the workshop go hand-in-hand. The workshop helps you determine technical feasibility, validate product concept & present a prototype to investors. The workshop entails mapping out a well-defined set of deliverables & potential business challenges during development.
Text Preprocessing
We begin by collecting data from multiple sources and building a raw text corpus in the first stage. Damaged, irrelevant, or incomplete data is eliminated, and useful text is normalized and prepared for further analysis.
Text Parsing & Exploratory Data Analysis
This is the structuring stage, where the raw data is sifted & organized to do a more focused analysis with a smaller dataset. By selecting the various intents & entities required for the predetermined tasks, a deep exploratory analysis helps establish a format for representation. It involves identifying & removing irrelevant sections, extracting coded metadata, & determining the format.
Text Representation & Transformation
Now that the datasets are categorized, we use various visualization techniques to represent the data in a meaningful format to retrieve valuable insights. It includes a semantic, syntactic, and pragmatic analysis of the text to understand the interpretable content.
Modeling
We now approach the most critical Natural Language Processing discipline of modeling artificial neural networks (ANN) and training them to automate the learning of complex linguistic and behavioral models. Text mining at this stage helps to funnel down the data and do targeted information retrieval.
Evaluation & Deployment
The NLP model is tested for performance against several training parameters in the final stage. The metrics are observed, and corrective measures are taken where necessary. The successful model is then deployed in the execution environment.

Client Segment

Startup / SME

Build from scratch, improve what you have, or do something entirely different— we’ve got you covered.

  • Build Something New 
    Map out your idea, determine what to build, and collaborate to bring an MVP or a solid 1.0 to life.
  • Improve What You Have
    Build a new version of your existing app or add new features to your system with our expertise.
  • Discover What You Need
    Not sure where to start? We also offer code and architecture reviews, strategic planning, team training, and more.

Enterprise

We deploy our best-in-class assets to help you build, innovate, and accelerate your business.

  • Seamless Integration
     We blend into your team, leading the project forward with solid communication and expertise.
  • Leadership & Management
    Our management excels at managing remote teams and complex projects and providing technical guidance.
  • Transparency & Agile
    We leverage tools like Trello, Skype, JIRA, and Slack to achieve transparency, synergy, and better project visibility.
How Do We Engage With You?

Time & Material Model

Enjoy complete control of the development progress, pace, & cost of the project. We recommend the time & material engagement model for dynamic business requirements. In this model, the project cost is measured in execution time and resources deployed. 

  • Flexibility 
  • Easy Control 
  • Transparency

Offshore Dedicated Team (ODT) Model

We put dedication into the Offshore Dedicated Team (ODT). Our ODT model involves a team of skilled developers, testers, and managers working diligently on your project. With Maruti Techlabs, you benefit from a wide range of skills, expertise, and resources.                                                       

  • Great for Large Projects
  • Efficiency
  • Adaptability

Team Extension Model

Add skills & bandwidth to your team by hiring additional developers on-demand. Our developers seamlessly integrate into your existing team. With on-demand team extension, you can fulfill your skill-specific requirements & scale the team at your pace.

  • Faster Time-to-Market
  • Focus
  • Scalability

Time & Material Model

Enjoy complete control of the development progress, pace, & cost of the project. We recommend the time & material engagement model for dynamic business requirements. In this model, the project cost is measured in execution time and resources deployed. 

  • Flexibility 
  • Easy Control 
  • Transparency

Offshore Dedicated Team (ODT) Model

We put dedication into the Offshore Dedicated Team (ODT). Our ODT model involves a team of skilled developers, testers, and managers working diligently on your project. With Maruti Techlabs, you benefit from a wide range of skills, expertise, and resources.                                                       

  • Great for Large Projects
  • Efficiency
  • Adaptability

Team Extension Model

Add skills & bandwidth to your team by hiring additional developers on-demand. Our developers seamlessly integrate into your existing team. With on-demand team extension, you can fulfill your skill-specific requirements & scale the team at your pace.

  • Faster Time-to-Market
  • Focus
  • Scalability
Case Study

Machine Learning Model Accelerates Healthcare Record Processing by 87%

Our client, UKHealth, is one of the largest healthcare service providers in the UK. To maintain patient records, data teams of UKHealth would have to manually assess, classify, and update the data from different diagnosis letters into specific categories.

Looking at the massive volume of letters to be read and manually classified, we designed a machine model to automatically extract the data from letters and classify them without human intervention.

Check how implementing the machine learning model helped UKHealth get a 93% increase in patient data management accuracy.

Read Case Study
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Our Technology Stack

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Why choose Maruti Techlabs?
14+ years experience
Start as quickly as a week
Recurring cost of training & benefits - $0
4.8/5 NPS on Clutch
Certified PMs & delivery teams
Rapid deployment & on-time delivery
Complete transparency
Robust communication across shared channels
Agile & lean startup methodology
Experience across 16 industries

We take data protection seriously. Way too seriously!

Your data is safe with us. We have a strong moral compass and complete transparency to maintain the bond between us. Furthermore, we follow the best industry practices to keep your data safe and tight.
Strict NDA
Inviolable Policies for Devices & Role-Based Access Permission
Stringent Security Measures
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Awards & Recognitions

We’re proud to accept industry accolades for our commitment to unparalleled results, client service and continuous growth.

Our People = Our Strength

We are as good as our team. And that's why we believe in hiring, training, and retaining the best talent. From following a robust hiring process to ensuring the best project deployment tools, our practices and frameworks reflect our aim to provide the best services and be the best software development team in the market.

We take pride in the broad spectrum of world-class products built by our team. Our team of over a hundred software developers is well-versed in different combinations of JavaScript, React Native, Python, Java, Scala, PHP, and other languages. Our team's areas of expertise also include many underlying platforms, APIs, IEDs, databases, and frameworks.

Our People = Our Strength.png

Project Managers
Technical Architects
Data Scientists
Business Analysts
Software Engineers
Integration & Release Engineers
QA Engineers
System Designers
DevOps Engineers
UI/UX Designers
IT Personnel
Support Personnel

More social proof incase you're still on the fence

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Review Everything

Looking For Other Services?

We offer the full spectrum of services to assist enterprises in working better & achieving their goals. Take a look at our other service offerings below.
Artificial Intelligence
We assist enterprises automate applications to recognize, capture & extract rich data from images, process visual data & create state-of-the-art computer vision models that fit perfectly with their use cases.
Know More
Computer Vision
We assist enterprises automate applications to recognize, capture & extract rich data from images, process visual data & create state-of-the-art computer vision models that fit perfectly with their use cases.
Know More
Machine Learning
We help enterprises process high volume data, enable faster decision making, quicker anomaly detection, business process automation along with solving complex challenges through our Machine Learning services.
Know More

FAQs

Maruti Techlabs is a leading NLP service provider with an NPS rating of 4.8 out of 5 and more than a decade of experience.

Our skilled NLP experts can help organizations build highly accurate, tailormade NLP models that are easily scalable, multi-lingual, and multi-domain. We can train the models to seamlessly adapt to different languages, contexts, and locales. Get in touch with our NLP experts for a free consultation.

Absolutely! NLP is the science of extracting meaning from human language in a machine-understandable form. Businesses can benefit from NLP as long as humans use language to communicate with one another.

NLP is used in search engines, information extraction, chatbots, knowledge base, etc. Without a doubt, NLP is here to stay.

Since NLP is based on statistical models and generalizations, it can only perform tasks from the past. It limits its usefulness in areas such as giving advice or making predictions.

Natural Language Processing has difficulty with abstract concepts and non-linear relationships, so it often struggles with complex and vague language. A typical example of this is an argument between two people, where an NLP system would treat each sentence as an independent entity resulting in no particular judgment.

Some of the significant applications of NLP include autocompletion, language translator, social media monitoring, chatbots, survey analysis, and intelligent assistants such as Alexa and Siri.

We tend to work in the Indian Time Zone. However, we aim to have a degree of overlap on a day-to-day basis with your timezone ensuring that everyone is on the same page.

That apart, sprint reviews are held regularly wherein both the parties can discuss any open issue(s) and update(s).

You can rest assured that your project is in good hands. You can communicate and monitor the project development through dedicated project management tools, such as JIRA and Trello, where we track each project and its progress. A dedicated project manager is also assigned to each project, constantly communicating with you for all updates and managing project execution on our end.

Yes, we do. We have a robust service level agreement in place, making it easy to communicate what is expected of us and what we expect from our clients.

The cost and time required to develop and deploy NLP solutions largely depend on your business. Various factors like data complexity, existing data systems, integrations, design, the nature of your business goals, etc., determine the cost of the NLP solution. For the exact cost, you can get in touch with our NLP experts.

At Maruti Techlabs, we ensure the confidentiality and integrity of our customers’ data through NDAs. Before beginning a project, we sign Non-Disclosure Agreements to protect sensitive and confidential information from unauthorized access and leaks.

NLP solutions can help your business in many ways. Some of them are-

  • A better understanding of your target market
  • Uncovering hidden patterns
  • Automation of decisions
  • More accurate analysis of data
  • Improvement in customer satisfaction
  • Streamlined business processes
Services
  • Software Product Development
  • Artificial Intelligence
  • Data Engineering
  • DevOps
  • UI/UX
  • Product Strategy
Case Study
  • DelightfulHomes (Product Development)
  • Sage Data (Product Development)
  • PhotoStat (Computer Vision)
  • UKHealth (Chatbot)
  • A20 Motors (Data Analytics)
  • Acme Corporation (Product Development)
Technologies
  • React
  • Python
  • Nodejs
  • Staff Augmentation
  • IT Outsourcing
Company
  • About Us
  • WotNot
  • Careers
  • Blog
  • Contact Us
  • Privacy Policy
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Our Offices

USA 
5900 Balcones Dr Suite 100 
Austin, TX 78731, USA

India
302, Regency Plaza,Nr. Anandnagar Crossroads,
Satellite, Ahmedabad, Gujarat- 380015

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©2024 Maruti TechLabs Pvt Ltd . All rights reserved.

  • Software Product Development
  • Artificial Intelligence
  • Data Engineering
  • DevOps
  • UI/UX
  • Product Strategy

  • DelightfulHomes (Product Development)
  • Sage Data (Product Development)
  • PhotoStat (Computer Vision)
  • UKHealth (Chatbot)
  • A20 Motors (Data Analytics)
  • Acme Corporation (Product Development)

  • React
  • Python
  • Nodejs
  • Staff Augmentation
  • IT Outsourcing

  • About Us
  • WotNot
  • Careers
  • Blog
  • Contact Us
  • Privacy Policy

USA 
5900 Balcones Dr Suite 100 
Austin, TX 78731, USA

India
302, Regency Plaza,Nr. Anandnagar Crossroads,
Satellite, Ahmedabad, Gujarat- 380015

©2024 Maruti TechLabs Pvt Ltd . All rights reserved.