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Financial Sentiment Analysis API

Financial Sentiment Analysis API

Arya's Financial Sentiment Analysis API offers an advanced solution for interpreting the emotional tone of financial texts. Tailored for the Banking, Financial Services, and Insurance (BFSI) sector, it leverages cutting-edge natural language processing (NLP) to classify sentiments in earnings reports, market news, analyst statements, and other financial content. By providing clear sentiment scores and confidence levels, this API empowers traders, analysts, and businesses to make informed decisions based on nuanced market perceptions.​
Financial Sentiment Analysis API

The Financial Sentiment Analysis API is a powerful tool that automates the evaluation of financial texts to determine their sentiment—Positive, Negative, or Neutral. 

  • It supports various text formats and delivers structured sentiment data swiftly and securely 
  • Insights enables organizations to optimize their market analysis workflows and maintain compliance with data protection regulations.​

This API is ideal for organizations and platforms that require efficient sentiment analysis of financial content:​

  • Investment Firms: Enhance trading strategies by gauging market sentiment.
  • Financial Analysts: Assess corporate communications for investment insights.
  • News Aggregators: Categorize financial news based on sentiment.
  • Risk Management Teams: Monitor sentiment trends to anticipate market shifts.
  • Fintech Applications: Integrate sentiment analysis into financial tools and dashboards.

Submit financial content such as earnings reports, news articles, or analyst notes. The API processes the text using advanced NLP models to determine sentiment. Then obtain sentiment classification (Positive, Negative, Neutral) along with confidence scores.​

  • Input: Plain text, HTML, or document files containing financial content.
  • Output: Structured JSON with sentiment classification and confidence levels. 
25M+
Documents Analyzed
85%
Manual Reviews Eliminated
80%
Document Fraud Reduced

A Smarter Way To AI Adoption

Accurate Sentiment Classification

Utilizes domain-specific NLP models to accurately classify sentiments in financial texts.​

Confidence Scoring

Provides confidence levels for each sentiment classification, aiding in decision-making processes.​

Real-Time Processing

Delivers swift analysis, enabling timely responses to market developments.​

Scalable Integration

Built as a RESTful API, it integrates effortlessly into existing systems and scales with your needs.​

Arya APIs Empower Axis Bank to Redefine KYC Workflows

Axis Bank streamlined its KYC workflows with Arya AI’s automated document classification and extraction APIs, achieving a 60-65% reduction in operational Cost
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Real-World Applications

Market Sentiment Analysis

Gauge public and investor sentiment to inform trading strategies.

Earnings Report Evaluation

Assess the tone of earnings reports to predict stock movements.

News Monitoring

Track sentiment trends in financial news to anticipate market reactions.

Analyst Commentary Analysis

Understand the sentiment behind analyst statements for investment decisions.

Risk Assessment

Monitor sentiment shifts to identify potential market risks.​

Improved Risk Management

Monitor sentiment trends to anticipate and mitigate market risks.

Why Our Customers Prefer Apex by Arya AI

Plug & Play AI APIs
Ultra Low Latency Output
ISO & GDPR Certified
No Data Storage
Zero Set-up costs
Pay Per Use
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For Developers

Plug-and-play APIs designed for fast integration, minimizing development effort and maximizing productivity.

Detailed Documentation

Comprehensive documentation to simplify integration and implementation.

SDKs & Libraries

Access resources that eliminate the need to build functionalities from scratch.

Interactive Tutorials & Sandbox

Test API functionalities in a risk-free, simulated setting.

24/7 Technical Support

Round-the-clock support so you have assistance whenever challenges arise.

How we drive customer value

Working with Arya.ai has provided MSIG Life with great support. Their AI applications have been integrated into our operations, addressing key challenges with production-ready models that have made a significant impact. Arya.ai's AI capabilities have helped us enhance our processes, improve security, and increase efficiency across our workflows.
Deekshith and his team have been responsive and have assisted us in streamlining our operations and enhancing the customer experience, enabling us to scale effectively.
Michael Kohan
Head of Digital Solutions
5 stars
Our Team is greatly thankful for the Bank Statement Analyser of Arya AI. Before using the bank analyser, we had a hard time converting large statements, passbooks and different formats across various banks into tangible insights. But with Arya now, we can generate a speedy report.
Faria Rose Santiago
Co-founder & CEO
5 stars
Using Arya APIs, we have automated the process of data extraction from KYC submissions as well as Transaction documents along with translation of certain ID proof(s) originally provided in foreign languages, which has greatly eased the operational workload on our team & also saved us on processing time which in turn enhances our overall customer experience.
Vice President Technology
Axis Bank
5 stars
Appreciate the support we got from Arya in seamlessly processing lakhs of API hits daily. Arya team's expertise provided for excellent guidance and recommendations to help improve the process for large scale integrations. We were able to make this go live in record time of nearly a month. The quality of the work and unwavering dedication brought to the table by Deekshith and team is much appreciated.
Shammi Kapoor
SVP Business Operations
5 stars
With Arya’s Face Verification and Passive Face Liveness Detection  API, we’ve improved the security on our FinTech platform for user verification during transactions. Our Vulnerability to fraud due to identification errors has already reduced by 98% within just six weeks of integrating these APIs. This new process has helped us provide an amazing user experience. Kudos to Arya AI team for ground breaking technology that is making a real good impact on our business.
Sagar Singhal
Co Founder & CEO
5 stars
Using Arya APIs, we have automated the process of data extraction from KYC submissions as well as Transaction documents along with translation of certain ID proof(s) originally provided in foreign languages, which has greatly eased the operational workload on our team & also saved us on processing time.
Vice President Technology
Axis Bank
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Our Team is greatly thankful for the Bank Statement Analyser of Arya AI. Before using the bank analyser, we had a hard time converting large statements, passbooks and different formats across various banks into tangible insights. But with Arya now, we can generate a speedy report.
Faria Rose Santiago
Co-founder & CEO
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
With Arya’s Face Verification and Passive Face Liveness Detection  API, we’ve improved the security on our FinTech platform for user verification during transactions. Our Vulnerability to fraud due to identification errors has already reduced by 98% within just six weeks of integrating these APIs. This new process has helped us provide an amazing user experience. Kudos to Arya AI team for ground breaking technology that is making a real good impact on our business.
Sagar Singhal
Co-founder & CEO
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Appreciate the support we got from Arya in Seamless processing lakhs of API hits daily. Arya's team expertise provides for excellent guidance and recommendations to help the process for large scale integrations. we were able to make this go live in a record time of nearly a month. The quality of the work and unwavering dedication brought to the table by Deekshith and the team is much appreciated.
Shammir Kapoor
SVP Business Operations, TATA AIG General Insurance
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Using Arya APIs, we have automated the process of data extraction from KYC submissions as well as Transaction documents along with translation of certain ID proof(s) originally provided in foreign languages, which has greatly eased the operational workload on our team & also saved us on processing time.
Vice President Technology
Axis Bank
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Our Team is greatly thankful for the Bank Statement Analyser of Arya AI. Before using the bank analyser, we had a hard time converting large statements, passbooks and different formats across various banks into tangible insights. But with Arya now, we can generate a speedy report.
Faria Rose Santiago
Co-founder & CEO
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
With Arya’s Face Verification and Passive Face Liveness Detection  API, we’ve improved the security on our FinTech platform for user verification during transactions. Our Vulnerability to fraud due to identification errors has already reduced by 98% within just six weeks of integrating these APIs. This new process has helped us provide an amazing user experience. Kudos to Arya AI team for ground breaking technology that is making a real good impact on our business.
Sagar Singhal
Co-founder & CEO
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Appreciate the support we got from Arya in Seamless processing lakhs of API hits daily. Arya's team expertise provides for excellent guidance and recommendations to help the process for large scale integrations. we were able to make this go live in a record time of nearly a month. The quality of the work and unwavering dedication brought to the table by Deekshith and the team is much appreciated.
Shammir Kapoor
SVP Business Operations, TATA AIG General Insurance
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
Working with Arya.ai has provided MSIG Life with great support. Their AI applications have been integrated into our operations, addressing key challenges with production-ready models that have made a significant impact. Arya.ai's AI capabilities have helped us enhance our processes, improve security, and increase efficiency across our workflows.
Deekshith and his team have been responsive and have assisted us in streamlining our operations and enhancing the customer experience, enabling us to scale effectively.
Michael Kohan
Head of Digital Solutions
5 stars
+360%
More repayments in past 12 months
Read full story
arrow
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A Comprehensive Guide

Everything You Need to Know About the Financial Sentiment Analysis API

In the dynamic world of finance, understanding the sentiment behind market communications is crucial. Arya's Financial Sentiment Analysis API offers a robust solution to automate the interpretation of financial texts, providing valuable insights into market perceptions.​

Key Highlights:

  • Domain-Specific NLP Models: Ensures precise sentiment analysis tailored for financial content.
  • Flexible Integration: Seamlessly incorporates into existing systems and workflows.
  • Scalable Solution: Efficiently handles large volumes of financial texts, catering to growing business needs.
  • Secure Processing: Maintains data confidentiality and adheres to international data protection standards.
  • Real-Time Results: Delivers swift sentiment analysis, enhancing operational efficiency.​

Benefits:

  • Enhanced Decision-Making: Access timely and accurate sentiment insights to inform investment strategies.
  • Operational Efficiency: Automate manual processes, reducing time and resource expenditure.
  • Improved Risk Management: Monitor sentiment trends to anticipate and mitigate market risks.
  • Competitive Advantage: Leverage sentiment analysis to stay ahead in the fast-paced financial sector.
  • Cost Savings: Reduce operational costs by streamlining sentiment analysis processes.

By integrating Arya's Financial Sentiment Analysis API into your operations, you can enhance efficiency, accuracy, and strategic decision-making, ultimately driving better business outcomes.​

Ready to Transform Your Financial Text Analysis?
Integrate Arya's Financial Sentiment Analysis API today and unlock deeper insights into market sentiments.​

Table of Contents

Frequently Asked Questions

What types of financial texts can the API analyze?
How accurate is the sentiment analysis?
Can the API handle large volumes of data?
Is the data processed securely?
How quickly can I receive the sentiment analysis results?