Gaurav Ranade

🎥 From Forensics to Future-Ready Governance In our recent conversation with Dinesh Purushothaman, Head of Forensic & Corporate Investigations at GMR, we explored how organizations can shift from reactive investigations to proactive corporate governance powered by data and AI. Key takeaways from the discussion: 🔹 Data – Every investigation begins with raw digital trails: transactions, logs, communications. The challenge is not volume, but trust. Is it genuine or fabricated? 🔹 Metadata – Often the silent witness. Time stamps, device IDs, geotags, and access trails can reveal more than content itself, helping teams validate authenticity and identify misconduct quickly. 🔹 Models – AI models can cut through complexity: reducing months of manual reviews into days, flagging anomalies in SAP or finance systems in real time, and neutralizing human bias through transparent, repeatable analysis. 👉 Watch the highlights from our discussion with Dinesh here https://lnkd.in/gVsmQitT At Minfy, we embed these principles into our EGIRA framework – helping enterprises like GMR (and others in regulated industries) to: ✔️ Evaluate governance risks holistically ✔️ Govern with auditable, bias-free controls ✔️ Innovate with AI-driven anomaly detection ✔️ Re-engineer forensic workflows with real-time alerts ✔️ Adopt a culture of awareness through continuous training The message is clear: Governance is no longer about hindsight. It’s about foresight, powered by data, metadata, and models. 👉 Discover how the Minfy Gen AI Solution Factory can help your enterprise unlock similar outcomes: https://lnkd.in/gz9TPaFN Sundar Ram Praveen Sridhar Surbhi Saimbi Manish Dixit Ganesh S Ekhlaque Bari Vikram Manchanda Vijay Jain ☁ Vivek Jain Karan M. Jaideep Sen Sachin Sharma Shankar TR Rahul Bhatia Mukul K Gupta Nikhil Polepally Kodavati Sreekanth Reema Aggarwal Sayantan Paul Choudhuri Abin John Indranil Mitra Aditya Singh Shashank Sharma Dayanand Srinivasan Jess Lockwood ☁️ Daniel Spinello Mag Rajasekaran Madhur Dhananiwala Shiva K. #GenerativeAI #AITransformation #DataTrust #AnomalyDetection #AIModels #CorporateGovernance #RiskManagement #RegTech #AuditTrail #BiasFreeAI #Minfy #EGIRAFramework #GenAISolutionFactory #InnovationWithIntegrity #TechForGood

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Gujarat Cyber Crime Unit Achieves a Major Breakthrough! The Gujarat Cyber Crime Unit has successfully conducted a massive operation in Surat, cracking down on cyber financial fraudsters. Here's a summary of their remarkable achievement: - Magnitude of Fraud: Approximately ₹804 Crore (₹804,94,78,699) was involved in the scams. - Accused Caught: 10 individuals have been apprehended in connection with these crimes. - Fraud Accounts:A staggering 482 accounts were used for fraudulent activities. - Crimes Registered: 1549 crimes were registered on the 1930 portal, with 22 FIRs filed across the country. - Crimes in Gujarat:141 crimes were registered on the 1930 portal, with 3 FIRs filed in Ahmedabad (2) and Morbi (1). - Fraud Amount in Gujarat:Approximately ₹17.75 Crore was lost to these scams in Gujarat. Modus Operandi (MO): The accused were involved in various types of online financial frauds, including: - Digital Arrest - Investment Fraud - UPI-related Fraud - Deposit Fraud - Loan Fraud - Part-time Job Fraud Seizures: 🚫 The authorities seized a significant amount of incriminating material, including: - Accounts Kit: 529 - ATMs: 447 - SIM Cards: 686 - PoS Machines: 16 - Mobiles: 60 - Laptops: 2 - Sound Boxes: 11 - QR Codes: 17 - Routers: 1 The Gujarat Cyber Crime Unit's efforts demonstrate their commitment to tackling cybercrime and protecting citizens from financial fraud. #CyberCrime #GujaratCyberCrimeUnit #SuratDetection #FinancialFraud #DigitalIndia #CyberSecurity #LawAndOrder #JusticeServed

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Highlights from #TechDeveloperConfluence 2025 → AI in Security vs AI for Security: Two Sides of the Same Shield by Kavitha Ayyappan, Vice President Cyber security & CISO, Neurealm. AI in security embeds intelligence into systems like firewalls and endpoint detection, while AI for security enhances these tools to predict and respond to threats more effectively, improving overall security posture. → Engineering Agentic AI – From Concepts to Practice - by Prof. Karthik Vaidhyanathan, Assistant Professor, Software Engineering Research Center, International Institute of Information Technology Hyderabad (IIITH). Prof. Karthik Vaidhyanathan, emphasized the importance of developing AI models that can autonomously perform tasks by understanding user preferences and interacting with various systems. → Breaking Enterprise Information Silos using AI - Architecting Modern Knowledge Systems with Agentic AI and Cloud-Native Design – by Anand Iragavarapu, Technology Leader, Availity India. The speaker discussed the inefficiencies caused by data silos, such as wasted time and high costs, and proposed the use of agentic AI and cloud-native architectures to integrate systems and more. → AI Ready Data – by Sammilan Dey, Head of Data Consulting Practice, Director, Lingaro. A key session focused on the importance of preparing data to be AI-ready, ensuring organizations can harness the full potential of AI models by having structured, clean, and accessible data. → Autonomous Optimization: Transforming SRE with Agentic AI for Performance Excellence – by Dinakar Guniguntala, Architect, IBM. Focusing on autonomous optimization, this session explored how AI agents are transforming Site Reliability Engineering (SRE). nasscom | nasscom ai | nasscom insights | MeitY- nasscom Center of Excellence | Data Security Council of India | Khushbu Gupta | Kritika M | Sangeeta Gupta | Shalini Dewan | Shreya Sharma | Shivam Sareen | Ankit Bose | Praveen Mokkapati | Sudeep Kumar Das #AgenticAI

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The Cybersecurity Paradox: Why India Has No Billion-Dollar Cybersecurity Startups—Yet India has given the world some of the most celebrated technology leaders. Many of the largest global cybersecurity companies—Palo Alto Networks, Zscaler, Netskope—are led by Indian-origin CEOs. And yet, India does not have a single billion-dollar cybersecurity startup of its own. Why this paradox? Mindset: Cybersecurity seen as compliance, not strategy. Capital: VC focus on e-commerce, fintech, SaaS over security. Talent: Top founders build abroad, not at home. Trust: Global buyers lean toward Silicon Valley or Israel. This is exactly why we’re working on something new. In stealth right now, but built with a bold vision: to show that India can create cybersecurity companies of global scale. Not just leaders, but true category-defining products. We’re quietly engaging with a select few enterprises to pilot this journey—leaders who believe in supporting innovation early, and in backing Indian technology with global ambition. If you’re curious, let’s connect. Together, we can change the narrative—so that the next billion-dollar cybersecurity company isn’t just led by an Indian CEO, but proudly built in India.

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