Production is going on.
Empowering Fuel Compliance with AI Chatbot Intelligence
Enhancing regulatory search, accuracy, and efficiency for fuel-industry audit services
Client
- Client
Challenge- Solution
- Impact
Client
A leading audit firm with expertise in the fuel sector partnered with BCT to elevate its platform, which helps clients interpret and manage complex fuel regulations across multiple jurisdictions. The client aimed to simplify regulation discovery, improve accuracy, and allow faster access to compliance-critical information through AI-driven automation.
Challenge
Navigating large volumes of fuel regulations was difficult and time consuming for compliance officers. Manual lookup across multiple regulatory clauses slowed workflows and increased the risk of missing critical updates. The client needed a system that delivered precise, contextual answers without requiring deep technical knowledge. They also required a solution that updated automatically when regulations changed, while ensuring scalability and enterprise-grade security within Azure.
The challenges Included:
1
Slow, manual regulatory search for complex fuel laws
2
Difficulty keeping regulatory knowledge up to date as laws change
3
Need for context aware and accurate regulatory responses
4
Requirement for scalable and secure enterprise deployment
Solution
BCT developed a modular AI chatbot powered by a Retrieval Augmented Generation (RAG) pipeline. Regulatory data is stored in PostgreSQL, where daily checks identify updates and trigger embedding refreshes through Azure OpenAI Embedding models. Azure AI Search manages vector indexing for semantic retrieval. Queries flow through a GPT model that generates concise answers with citations. A Python backend handles query orchestration, and the entire solution is deployed on Azure App Service for scalability and security. The following technology changes were implemented:
Strategic value of the solution:
1
RAG architecture combining PostgreSQL, Azure AI Search and GPT models
2
Real time retrieval of relevant clauses with natural language answers
3
Daily embedding refresh to keep regulation knowledge current
4
Python backend for orchestration and Azure App Service deployment
Impact
The AI chatbot enabled instant responses to regulatory queries, cutting through thousands of clauses in seconds. Automated knowledge refresh ensured that clients always access the most recent regulation updates. Compliance officers experienced an 80% reduction in manual effort, while the Azure native deployment ensures secure, enterprise ready scalability. The solution improved accuracy, speed and user experience for both auditors and fuel industry clients.
The key outcomes being:
1
Instant regulatory answers across thousands of clauses
2
Near real-time knowledge updates whenever regulations change
3
80% reduction in manual search time for compliance teams
4
Secure and scalable Azure based enterprise deployment
BCT’s AI powered chatbot has transformed how the client’s users engage with complex fuel regulations. The solution automated information discovery, improved accuracy with context aware answers, and kept regulatory data continuously updated. Built on a scalable Azure foundation and driven by RAG and advanced GPT models, the chatbot significantly improved compliance workflows, reduced manual effort, and strengthened the overall value of the platform.
BAHWAN CYBERTEK PVT LTD
Terms of Use
Right to Use
Intellectual Property Rights:
Third-Party Content:
No Warranties
Indemnity & Limitation of Liability
Data Privacy
Laws & Jurisdiction
By accessing this website (“Website”), you acknowledge that you have read, understood, and accepted these Terms of Use that govern the use of this Website. In the event of you are not agreeing to these terms and conditions, you are requested by Bahwan CyberTek Private Limited (“Bahwan CyberTek”) not to access the Website or download any materials from the Website. Your continued use of / access to the Website or downloading any material available on the Website will be construed as your acceptance of these Terms of Use. Bahwan CyberTek reserves the right to make modifications, changes, and alterations to the contents of this Website, including these Terms of Use, at any time without any prior notice.
Bahwan CyberTek does not represent that the contents or materials available at this site are appropriate or available for use in your country and access to them from territories where their contents are illegal, is prohibited. You are responsible for compliance with all the applicable local laws.
Right to Use
Bahwan CyberTek only grants you a non-exclusive, non-transferable, limited right to access, use, and display this Website and the materials thereon only for personal and informational purposes.
Permission to use documents (such as white papers, press releases, and other publications) that can be downloaded from this Website is granted by Bahwan CyberTek, provided that, (1) Bahwan CyberTek’s copyright notice appears in all the copies of documents, (2) Use of such documents from this website is for informational and non-commercial use only and will not be copied or posted on any network computer or broadcast in any media, and (3) No modifications of any documents are made. Any unauthorized use is expressly prohibited by law and may result in severe civil and criminal penalties.
The documents specified above do not include the design or layout of this Website. Elements of this Website are protected by trade dress and other laws and may not be copied or imitated in whole or in part. No logo, graphic, sound, or image from this website may be copied or retransmitted unless expressly permitted by Bahwan CyberTek.
Intellectual Property Rights:
This website, including its design, layout, code, and contents, and all the material present (excluding any third-party materials) is the exclusive property of Bahwan CyberTek and protected by copyright laws. Copying, reproducing in whole or in part, or creating derivative works in any form or medium, without express written permission is prohibited. Bahwan CyberTek does not grant any express or implied rights under any patents, trademarks, copyrights, trade secret information, or any other intellectual property rights.
Bahwan CyberTek’s logo is the registered trademark of Bahwan CyberTek and is protected by trademark laws. Bahwan CyberTek and the names of Bahwan CyberTek’s products referenced herein are trademarks of Bahwan CyberTek. Other products and company names mentioned herein may be trademarks and/or service marks of their respective owners and are acknowledged as such without prejudice.
Third-Party Content:
The Website may make information or material of third parties available (“Third Party Content”). By accessing such Third-Party Content, you may leave this Website and be directed to an external website that is not maintained by Bahwan CyberTek. Any access or use of such third-party websites by you shall be at your own risk and responsibility. Also, the Website may provide links to third-party sites. These linked sites are not under the control of Bahwan CyberTek and Bahwan CyberTek is not responsible for the contents of any linked site or any link contained in a linked site. Bahwan CyberTek provides links to you only for your convenience, and the inclusion of any link does not imply endorsement by Bahwan CyberTek of the site. Bahwan CyberTek makes no warranty or representation and does not endorse any such Third-Party Content.
The Website is hosted on a third-party server and any use of or access of the Website by you shall be governed by the terms and conditions applicable to the use of such third-party server in addition to these Terms of Use.
No Warranties
ALL THE INFORMATION AND MATERIAL AVAILABLE ON THIS WEBSITE ARE PROVIDED ON AN “AS IS” BASIS WITHOUT ANY EXPRESS OR IMPLIED WARRANTIES OR REPRESENTATIONS OF ANY KIND. Bahwan CyberTek HEREBY EXPRESSLY DISCLAIMS, TO THE FULLEST EXTENT PERMITTED BY LAW, ALL EXPRESS, IMPLIED, STATUTORY, OR OTHER WARRANTIES OR REPRESENTATIONS, INCLUDING WITHOUT LIMITATION, THE IMPLIED WARRANTIES OF NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
While all the documents and graphics included on the website are factual and true, Bahwan CyberTek and/or its respective partners make no representations about the suitability of the information contained in the documents and related graphics published on this website for any purpose.
Bahwan CyberTek does not guarantee or warrant that files available for downloading from this website will be free of infection or viruses, worms, Trojan horses, or other codes that manifest contaminating or destructive properties. You are responsible for implementing sufficient procedures and checkpoints to satisfy your requirements for the accuracy of data input and output, and for maintaining a means external to the website for the reconstruction of any lost data.
Indemnity & Limitation of Liability
You agree to indemnify, defend and hold harmless Bahwan CyberTek, its subsidiaries, and affiliates from any claim, cost, expense, judgment, damages, or other loss arising out of or in relation to your use of this Website in any manner.
The entire risk arising out of the use of this Website, its contents, or material downloaded therefrom, remains with the user. In no event shall Bahwan CyberTek be liable for any direct, consequential, incidental, special, punitive, or other damages whatsoever (including without limitation, damages for loss of business profits, business interruption, or loss of business information), arising out of or in connection with your use or access to the Website (including without limitation non-availability of the Website) even if Bahwan CyberTek has been advised of the possibility of such damages.
Data Privacy
Data privacy is important to Bahwan CyberTek. Bahwan CyberTek has a detailed Data Privacy Policy that is available on the link Privacy statement. Bahwan CyberTek’s Data Privacy Policy describes how we collect, use and disclose information that we may obtain through this Website or as a part of our internal processes.
Laws & Jurisdiction
These Terms of Use shall be governed by the laws of India, without giving effect to its conflict of law’s provisions. Any dispute arising out of or in relation to these Terms of Use shall be subject to the exclusive jurisdiction of courts at Chennai, Tamil Nadu, India.
PRIVACY POLICY
This Privacy Policy explains how Bahwan Cybertek Group (hereinafter referred to as “Bahwan CyberTek”, “we”, “us”, “our”) may collect, use, store, disclose, discard, or otherwise process your data including personal data provided when using our websites and describes the rights you have with respect to your personal data.
Bahwan CyberTek is committed to providing the highest level of protection regarding the processing of their vendors’/clients’/customers’/job applicants’/website visitors’ personal data based on applicable data protection laws and regulations at respective locations. In general, you can visit the Bahwan CyberTek website without providing personal data. However, there are times when Bahwan CyberTek will request personal data.
Personal Data
In this Privacy Policy, “personal data” is any data which relates to an individual who may be identified from that data, or from a combination of a set of data, and other information which is or may be in possession of Bahwan CyberTek, for instance information about your identity and contact details (such as name, email-ID, contact number).
Your rights in relation to personal data
You have the following rights in relation to your personal data:
Purposes for which we process Personal DataBahwan CyberTek may process your personal data for legitimate purposes as follows, but not limited to:
Bahwan CyberTek processes your personal data for the performance of the contracts, employment concluded with you, compliance with applicable legal or regulatory obligations or Bahwan CyberTek’s legitimate interests to provide you with adequate and qualitative information about products and services and to prevent against any excessive risk.
Transfer of Personal Data
Data Retention
Changes to this Privacy Policy
Contact Details
Bahwan CyberTek is committed to providing the highest level of protection regarding the processing of their vendors’/clients’/customers’/job applicants’/website visitors’ personal data based on applicable data protection laws and regulations at respective locations. In general, you can visit the Bahwan CyberTek website without providing personal data. However, there are times when Bahwan CyberTek will request personal data.
Personal Data
In this Privacy Policy, “personal data” is any data which relates to an individual who may be identified from that data, or from a combination of a set of data, and other information which is or may be in possession of Bahwan CyberTek, for instance information about your identity and contact details (such as name, email-ID, contact number).
Your rights in relation to personal data
You have the following rights in relation to your personal data:
- To access the personal data held by Bahwan CyberTek about you.
- To have your personal data corrected, for example, if it is incomplete or incorrect.
- To opt out of receiving marketing communications at any time
- To restrict or object to the processing of personal data or request erasing personal data (in certain circumstances and subject to applicable law)
- To receive a copy of the personal data which you have provided to Bahwan CyberTek (in certain circumstances and subject to applicable law)
Purposes for which we process Personal DataBahwan CyberTek may process your personal data for legitimate purposes as follows, but not limited to:
- Marketing / promoting and providing products and services.
- Monitoring and improving our website and its content.
- Conducting market research and surveys with the aim of improving / demonstrating our products and services.
- Complying with applicable local or foreign law, regulation, policy, voluntary codes, directive.
- Establishing, exercising, or defending legal rights in connection with legal proceedings (including any prospective legal proceedings) and seeking professional or legal advice in relation to such legal proceedings.
Bahwan CyberTek processes your personal data for the performance of the contracts, employment concluded with you, compliance with applicable legal or regulatory obligations or Bahwan CyberTek’s legitimate interests to provide you with adequate and qualitative information about products and services and to prevent against any excessive risk.
Transfer of Personal Data
Bahwan CyberTek may transfer personal data, to any other body corporate or a person located in any other country. Bahwan CyberTek shall ensure that data protection is adhered to by Bahwan CyberTek as per the global rules and regulations. The transfer may be allowed only if it is necessary for the performance of the lawful contract between Bahwan CyberTek or any person on its behalf.
Data Retention
Personal Data is important to us and Bahwan CyberTek has invested significantly in technology and processes to protect the safeguarding and confidentiality of your personal data. If Bahwan CyberTek engages external service providers to act as processor, we ensure that they adhere to the same standards as Bahwan CyberTek. Irrespective of where your personal information is transferred or stored, we take all necessary steps to ensure that personal data is kept secure.
Changes to this Privacy Policy
Bahwan CyberTek may update this policy from time to time. The use of the Bahwan CyberTek Websites and any products and services supplied are subject to our Terms and Conditions.
Contact Details
If you have any questions regarding this privacy policy or the protection of your personal data, you may reach out to Bahwan CyberTek Data Privacy Officer at DPO@bahwancybertek.com
© 2025 Bahwan CyberTek. All rights reserved.