IT Dept to Utilize AI Regression Model for Detecting Deviations: Tax Official



Quick Summary
The Income Tax department is set to employ artificial intelligence (AI) by developing regression models to identify errors and deviations in tax filings. This technological advancement aims to streamline data analysis, making the process more efficient and aiding in the detection of tax evasion. The department is already utilising various tech initiatives like pre-filled ITR forms and faceless assessments to ease taxpayer compliance and improve detection capabilities.

The usage of artificial intelligence (AI) by the Income Tax department to build regression models is aimed at identifying deviations and errors in tax filing. The department is exploring this technology to simplify the process of analyzing the data they have gathered and creating a regression model to pinpoint deviations in tax filings.

The goal of implementing AI in this context is to streamline the process and make it more efficient. The Income Tax department has been increasingly adopting technology and data analytics to ease the compliance burden on taxpayers and detect tax evasions. Some of the initiatives they have taken include using pre-filled Income Tax Return (ITR) forms to improve the filing process, implementing faceless assessments and appeals to reduce the need for physical interaction with the department, and employing technology platforms like Centralised Public Grievance Redress and Monitoring System (CPGRAMS), e-Nivaran, and Aaykar Seva Kendras (ASK) for grievance redressal.

AI to Detect Tax Filing Deviations: Income Tax Dept

With the information gathered under the faceless assessment scheme, the regression model will help the department segregate deviations and assess them separately without the need for extensive human intelligence involvement. This utilization of AI is likely to enhance the department's ability to detect tax non-compliance and efficiently address it.

In another context, Shankar Viswanathan, the Chief Information Officer of Sundaram Clayton Ltd, mentioned the company's plan to build a new factory with mobile robots powered by 5G technology to transport materials within the facility. The factory will also employ various IoT devices, generating substantial data. An AI engine will process this data to optimize efficiency in the factory's operations. This project aims to create the first fully 5G-wired factory in the country, showcasing the potential benefits of integrating AI and 5G technology into industrial processes.

Overall, the adoption of AI in different sectors, including taxation and manufacturing, is a promising development that can lead to increased efficiency and better decision-making capabilities.

FAQ :

The Income Tax department is using AI to build regression models that will help detect deviations and errors in tax filings.

AI will simplify the analysis of gathered data and create regression models to pinpoint specific deviations in tax filings.

The goal is to streamline the process, make it more efficient, and enhance the ability to detect tax non-compliance.

The department has implemented pre-filled ITR forms, faceless assessments and appeals, and technology platforms for grievance redressal.

The regression model will help segregate deviations identified under the faceless assessment scheme for separate assessment, reducing the need for extensive human involvement.




News posted by

Finance news reporter covering taxation, GST, income tax, business compliance, and economy updates. I simplify complex financial topics into easy-to-understand articles for professionals, taxpayers, and business owners on leading finance and tax platforms.

Comments :


More »

Popular News





CCI Pro



Company
06 October 2026
Assistant Manager - Audit and Compliance

Ravi K Jain & Co

Noida

Others

View Details
Company
24 October 2026
CA Industrial Trainee

Fytomax Nutrition Private Limited

Aurangabad

CA Inter

View Details
Company
16 October 2026
CA article trainee

Zerdi & Co. Chartered Accountants

Pune

CA Inter

View Details
Company
ARTICLESHIP 29 October 2026
Article Assistant (CA Inter / CMA Inter) - Thrissur

Varma Raja & Associates

Thrissur

CA Inter

View Details
Company
Featured 29 October 2026
Accounts Executive

Synergy Keystone

Chennai

B.Com

View Details
Company
12 October 2026
AUDIT , ACCOUNTS AND TAXATION

KDSS

New Delhi

B.Com

View Details
Company
ARTICLESHIP 23 October 2026
Articled Trainee

J Y & CO

Hyderabad

CA Inter

View Details
Company
10 October 2026
Accounts Associate Level 1

Abic and Mani Chartered Accountants

Kottayam

B.Com

View Details