Every acquiring CTO has heard the “AI will modernize your stack” pitch. Here’s what the actual M&A and engineering-productivity data says about where integrations quietly lose value, and where AI-assisted application intelligence genuinely moves the needle. 135/mo Avg. global FinTech M&A deals, trailing 12 months (FT Partners) 30–50% Deal value lost to slow or failed IT integration 60–80% of IT […]
Every NBFC underwriting head has heard the “AI will transform your lending” pitch. Here’s what the actual RBI and industry data says about risk, fraud, and turnaround time in Indian lending right now and where automation genuinely moves the needle. ₹48,021 Cr Bank fraud value, FY25-26 (RBI) 5–7 daysAvg. NBFC disbursement TAT 13.9%NBFC credit CAGR, FY20-25 The tension nobody’s […]
Introduction A patched SharePoint flaw got exploited anyway, months after the fix shipped. A remote monitoring platform turned out to have no real authentication behind its highest-privilege account. Phishing kits built to defeat weak login codes saw a reported 37x spike in detections. And researchers documented the first ransomware operation run entirely by an AI agent, with no […]
Provider data is the backbone of every healthcare organization. From provider directories and credentialing to network management and patient search, accurate provider information is critical for delivering seamless patient care. Yet many organizations still struggle with outdated, duplicate, and inconsistent provider data. Artificial Intelligence (AI) is changing that by automating data management, improving accuracy, and […]
Enterprise security renewals have quietly become one of the biggest unbudgeted expenses in IT. The causes are structural and most CISOs don’t see the problem until the invoice lands. 35%+ RENEWAL PRICE HIKE One major vendor raised prices 35%+ in a single year no announcement. 2x HARDWARE RENEWAL COST Appliance firewalls often cost 2x the original price at year-three renewal. 16 days AVG ATTACKER DWELL Average time attackers […]
Cyberattacks are becoming more sophisticated, and small and medium-sized businesses (SMBs) are increasingly targeted due to limited security resources. Traditional perimeter-based security models are no longer sufficient in today’s remote and cloud-driven work environments. This is where Zero Trust Security comes in. The Zero Trust model follows a simple principle: “Never Trust, Always Verify.” Every […]
Why Passwords Alone Are No Longer Enough In today’s digital landscape, cyberattacks are becoming increasingly sophisticated, and compromised passwords remain one of the leading causes of security breaches. Many organizations still rely solely on traditional password-based authentication, leaving critical systems and sensitive data vulnerable to unauthorized access. To address these challenges, businesses are adopting Multi-Factor […]
Introduction For decades, the VPN was the default answer to remote access security. Connect through an encrypted tunnel, access the corporate network job done. Simple, familiar, and for a long time, sufficient. That era is over. Today, your employees are working from home, coffee shops, shared offices, and locations around the world. Your applications live across […]
Introduction Cybersecurity has entered a new era. The traditional approach of protecting a business by securing its network perimeter is no longer sufficient. In 2026, organizations operate in highly distributed environments where employees work remotely, applications are hosted across multiple clouds, third-party vendors require system access, and AI-powered tools are becoming part of everyday business […]
Hospital Legacy Software Last year, I was sitting in a government hospital in Pune watching a billing executive manually enter the same patient’s data into three different systems. She wasn’t doing it wrong. She was doing exactly what the system asked her to do. That scene stuck with me – because I’ve seen it play […]
