Natural Language Processing Services

We help you understand the story hidden in thousands of support tickets, reviews, and surveys. Our custom-built Natural Language Processing models automate workflows, analyze sentiment, and extract critical information from unstructured text at scale.

Accelerate Document Processing
Boost Decision-Making
Advanced Text Analytics
Automate 80% of Routine Questions

Is Your Untapped Data Holding You Back?

You collect vast amounts of valuable text data every day, but without the right natural language processing solution, it remains a burden, not an asset. These common pain points might feel all too familiar.

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Overwhelmed by Feedback Volume

You have mountains of customer reviews, survey responses, and social media comments, but no scalable way to analyze them. Manual review is impossible, leaving critical insights hidden and actionable trends missed.

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Inefficient and Reactive Customer Service

Critical issues within support tickets are missed because they're manually triaged. Without natural language processing for customer service, you can't automatically detect urgency or sentiment, leading to slower response times and dissatisfied customers.

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Error-Prone Manual Document Handling

Your team wastes countless hours on manual data extraction from contracts, reports, and forms. This process is not only slow but also highly susceptible to human error. Thus, creating significant operational risk and inefficiency.

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You're Missing Your Competitors' Weaknesses

Your competitors' public reviews and feedback are a goldmine of strategic intelligence. Without a way to analyze it at scale, you miss the crucial weaknesses you could exploit and the needs they are failing to meet.

Ready to Transform Your Business Operations?

Discover how Agentic AI can revolutionize your workflows and decision-making processes.

Our Core NLP Development Services

Every interaction, every document, every review carries valuable information. Our NLP services help you capture, process, and act on that data in real time.

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NLP Strategy & Consulting

We analyze your business goals and data landscape to design a practical NLP adoption roadmap. From feasibility studies to phased implementation, we ensure your investment delivers measurable ROI.

  • Use case identification
  • ROI-focused NLP roadmap
  • Feasibility study & data audit
  • Phased implementation strategy
  • AI adoption consulting
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Intelligent Document Processing (IDP)

Automate the extraction of key information from invoices, contracts, and forms. Our IDP solutions cut manual data entry costs, minimize human error, and accelerate document-heavy workflows.

  • Data extraction automation
  • Form & invoice processing
  • Contract analysis
  • Accuracy validation
  • workflow integration
  • Compliance checks
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Custom Chatbot & Virtual Agent Development

Start AI agent development that understands intent and context. Our NLP chatbots qualify leads, resolve queries, and provide round-the-clock customer support with human-like precision.

  • Intent recognition
  • Context management
  • Dialogue design
  • CRM integration
  • Continuous learning
  • Performance analytics
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Sentiment & Customer Insight Analytics

Unlock deeper customer understanding from reviews, surveys, and tickets. We deliver real-time insights into sentiment, trends, and churn drivers so you can act faster and smarter.

  • Emotion detection
  • Trend analysis
  • Brand health monitoring
  • Root cause analysis
  • Real-time alerting
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Text Classification & Knowledge Management

Organizing vast amounts of text data manually is inefficient and inconsistent. Our custom text classification systems automatically categorize, tag, and route content and support tickets with high accuracy, ensuring they reach the right team instantly.

  • Topic categorization
  • Topic categorization
  • Content tagging
  • Priority assessment
  • Knowledge base management
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Enterprise NLP Integration & Managed Services

We handle end-to-end deployment, integration, and maintenance of NLP models. Our natural language processing as a service ensures security, performance, and continuous improvement within your enterprise ecosystem.

  • End-to-end model deployment
  • API & workflow integration
  • Managed NLP services
  • Model retraining & optimization
  • Secure, scalable infrastructure

Ready to Deploy Intelligent NLP Solutions?

Stop wrestling with unstructured data and start unlocking its value.

Custom Natural Language Processing Solutions to Unlock Business Value

Move beyond theory to real-world impact. Our custom NLP applications are designed to deliver specific, measurable benefits that enhance efficiency, drive growth, and empower smarter decision-making across your organization.

The Autonomous Customer Intelligence Platform 

The Intelligent Document Processing Engine 

The Customer Support AI Orchestrator 

The Competitive & Market Insight Generator 

The Compliance & Risk Sentinel 

The Hyper-Personalized Engagement Director 

The Talent Acquisition & Intelligence System 

The Operational Efficiency Automator 

The Autonomous Customer Intelligence Platform 

As a leading natural language processing company, we deliver this platform to automatically transform your raw customer feedback into a structured, actionable strategy. With this, you never miss a critical insight or emerging trend.

Key Benefits:

Live sentiment dashboards Auto trend & anomaly detection Smarter decisions
50+
AI Solutions Deployed
95%
Client Satisfaction Rate
24+
Years of Expertise

OrangeMantra Success Stories: How We've Helped Businesses with NLP

Our team of expert NLP professionals has helped clients across the globe operating in the emerging technology space. Explore our interactive prototypes and real-world implementations.

E-Commerce

Automating Data Mining for a Tech Company

Challenge:

Drimco, an AI-focused company in Munich, needed a more efficient way to process large amounts of unstructured data, from emails and documents to social media posts.

Solution:

We built a smart data extraction solution using NLP to clean up messy information, rank it by importance, and deliver fast results. Our system handled everything from text clean-up to real-time scoring, helping them scale their operations.

Result:

  • 90% fewer manual tasks
  • 2× faster data processing
  • More accurate and useful insights
Banking & Finance

Banking Chatbot Improves Customer Service

Challenge:

A major Indian bank faced a flood of customer questions during the COVID-19 lockdown. Their support team was overwhelmed, leading to long delays and unhappy customers.

Solution:

We developed a chatbot that could talk to users in both text and voice. The bot helped customers with account details, service requests, and general questions without needing a human every time. It also knew when to forward complex queries to a live agent.

Result:

  • 65% faster customer response time
  • Fewer complaints and support tickets
  • Higher satisfaction among users

Time to Understand Your Customers!

Guess what they want and start making data-driven decisions.

The Technology Behind Our Advanced NLP Solutions

Our NLP development company builds on a foundation of purpose-driven technology. The expertise of OrangeMantra’s team spans the entire spectrum of NLP from industry-standard libraries to the latest transformer models ensuring we deliver solutions that are powerful, accurate, and scalable.

BERT
GPT
RoBERTa
T5
spaCy
Stanza
NLTK
AllenNLP
Hugging Face Transformers
Flair
Gensim
CoreNLP
FastAPI
ONNX Runtime
Elasticsearch
Triton Inference Server
SHAP
LIME
Weights & Biases
MLflow

How We Build Your NLP App Solution

We follow a smart and flexible process that helps you move from idea to live Natural Language Processing (NLP) solution fast. Each step is designed to reduce risks, improve quality, and ensure you get real results, not just working software.

1

Discovery & Planning

1-2 weeks

We begin by understanding your goals, challenges, and data sources. This helps us define what success looks like and plan the right NLP features for your needs. |

Key Deliverables:

A clear roadmap timelines and project scope
2

Proof of Concept (PoC)

2-3 weeks

We create a small working version to test the idea in action. This gives you an early look at how NLP will solve your problem — before going full scale.

Key Deliverables:

A quick-win prototype in 2-3 weeks to test and validate
3

Model & App Development

4-8 weeks

We build the full solution, from smart language models to app interfaces. We train the system to understand your business language and handle real-world scenarios.

Key Deliverables:

A working solution built around your data, industry, and goals
4

Testing & Feedback Loops

2-3 weeks

We test how well the solution performs in real-time tasks — like reading reviews, sorting messages, or answering user questions — and improve it with your feedback.

Key Deliverables:

High accuracy fewer errors better performance with every test
5

Launch & Continuous Improvement

2-4 weeks

Once live, we monitor results and fine-tune the system as your needs grow. From scaling the model to adding new features, we help you stay ahead of the curve.

Key Deliverables:

Ongoing support performance tracking regular upgrades

Ready to Start Your AI Transformation Journey?

Our proven process ensures your Agentic AI implementation delivers real results from day one. Let's discuss your specific challenges and opportunities.

Agentic AI vs AI Agent: What Every Business Leader Needs to Know?

Many people confuse AI agents with Agentic AI. Here's a quick comparison between the two to help you choose the right solution for your business:

Feature

AI Agent

Traditional Approach

Agentic AI

Advanced Solution

Purpose
Performs a single task
Powers multiple agents for broader business goals
Decision-Making
Follows rules, reacts
Learns, adapts, and takes initiative
Scope
Task-focused
Multi-task, cross-system, scalable
Integration
Standalone or simple plug-in
Connects agents across systems for collaborative results
Business Impact
Solves a specific operational need
Optimizes workflows, boosts efficiency, and drives growth

See How Autonomous AI Agents Can Drive Real Results in Your Industry

Don't settle for basic automation. Experience the power of truly intelligent, autonomous AI systems tailored to your business needs.

Powering Industry-Specific Innovation with Natural Language Processing Solutions

In every sector, language is the hidden thread connecting data to decisions. We deliver specialized natural language processing services that transform industry-specific challenges into opportunities.

Healthcare & Life Sciences

Healthcare

  • Clinical note summarization
  • Symptom extraction from patient descriptions
  • Medical coding automation
  • Biomedical literature mining
Finance & Banking

Finance & Banking

  • Earnings call sentiment analysis
  • Automated KYC document review
  • Fraud pattern detection in communications
  • Financial report generation
Retail & E-Commerce

E-Commerce & Retail

  • Product review sentiment analysis
  • Semantic search enhancement
  • Customer query classification
  • Automated product description generation
Manufacturing & Logistics

Manufacturing & Supply Chain

  • Maintenance log analysis
  • Supplier contract term extraction
  • Inventory report automation
  • Product quality feedback analysis
Telecom & IT Services

Insurance

  • Claims processing automation
  • Customer call analysis for fraud detection
  • Policy document summarization
  • Fraudulent pattern identification
Media & Marketing

Marketing & Advertising

  • Social media sentiment monitoring
  • Campaign comment analysis
  • Audience interest segmentation
  • Personalized email copy generation
Travel & Hospitality

Legal

  • Contract analysis for risk assessment
  • eDiscovery document review
  • Case law summarization
  • Regulatory compliance checking
Energy & Utilities

Human Resources

  • Resume screening and skill extraction
  • Employee feedback analysis
  • Candidate-job description matching
  • Interview question generation
Education & EdTech

Education

  • Automated essay scoring
  • Student confusion detection from forums
  • Personalized learning content curation
  • Research article summarization

What About a Custom NLP Solution?

Stop compromising with off-the-shelf software. We engineer custom NLP models to fit your exact requirements.

Flexible Engagement Models for Every Need

Your project is unique, and so is our approach. Choose the model that aligns perfectly with your goals, timeline, and team structure.

PoC Sprint

Ideal For:
Test viability quickly
Timeline:
4-6 weeks
Your Involvement:
Provide feedback & access
Outcome:
Working prototype & ROI

Co-Development

Ideal For:
Build internal expertise
Timeline:
Medium-term
Your Involvement:
Collaborate & learn
Outcome:
Code ownership & skills

Full-Cycle

Ideal For:
End-to-end solution
Timeline:
Project-based
Your Involvement:
Guidance & approval
Outcome:
Production-ready agent

Dedicated Team

Ideal For:
Scale your team instantly
Timeline:
Long-term/ongoing
Your Involvement:
Manage & direct
Outcome:
Execute your AI roadmap
Aspect End-to-End Project Dedicated Team Consulting & Strategy
What It Is Full project ownership Embedded NLP experts Strategy & architecture design
Best For Complete hands-off solution Scaling your team's capacity Guided implementation
Timeline 3-6+ months 1-12+ months 2-4 weeks

Find the Perfect Engagement Model for Your Agentic AI Project

Not sure which model fits your needs? Let's discuss your specific requirements and find the ideal approach for your AI transformation.

Why Choose Our NLP Development Company?

Many can build an AI. We build your competitive advantage. Here’s what makes our partnership and our Agentic AI development services are different:

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Deep Industry-Specific Expertise

We don’t offer generic models. Our NLP solutions are tailored to the unique language, regulations, and challenges of your industry. This ensures higher accuracy and more relevant insights from day one.

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End-to-End Ownership

From initial natural language processing consulting to deployment and ongoing maintenance, we provide comprehensive support. We handle data preprocessing, model training, system integration, and scalability so you can focus on your business goals.

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State-of-the-Art Technology Stack

Our ML development company leverage cutting-edge tools and frameworks including transformer architectures (BERT, GPT), spaCy, Hugging Face, and more to build robust, scalable, and efficient NLP solutions that deliver real-time performance.

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Human-Centric AI Development

Our NLP development company combines powerful AI with human expertise. Our team includes linguists, data scientists, and industry specialists who ensure that our models understand nuance, context, and domain-specific language.

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Scalable and Secure Solutions

Whether you choose our natural language processing as a service or custom development, we build systems that grow with you. We prioritize security and compliance, ensuring your data is protected according to industry standards.

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Proven Track Record

We’ve successfully delivered projects across industries from automating customer support with NLP chatbots to extracting insights from millions of documents. Our case studies and client testimonials speak to our consistency and reliability.

500+
Projects Delivered
98%
Client Satisfaction
200+
AI Experts
24+
Years Experience

Ready to Join Our Client Roster?

Stop hesitating and start your project with a trusted NLP development company.

Frequently Asked Questions