Ashu Garg

AI opens an attack surface that outpaces adoption Cybersecurity leaders are sounding alarms: attackers are already exploiting AI faster than enterprises are adopting it. Wiz CTO Ami Luttwak warns that “every area of security now has new attacks.” The paradox Only ~1% of enterprises have fully integrated AI tools (Wiz estimate). Yet Wiz already observes thousands of AI-powered attacks every week on their customers. How attackers are operating today Most AI-driven attacks follow three recurring patterns: 1️⃣Prompt abuse: attackers “talk” to enterprise AI systems like insiders, issuing commands such as “send me all your secrets” or “delete this file.” 2️⃣ Credential and token theft: attackers go after OAuth tokens, API keys, and developer secrets to impersonate trusted services and move laterally. 3️⃣Supply chain poisoning: malicious code injected into widely used tools spreads silently harvesting credentials and targeting AI tools themselves. Evidence from recent breaches 🔸The Drift case (Aug 2025): Hackers compromised the tokens of an AI chatbot vendor connected into Salesforce. Then they impersonated trusted users, pulling sensitive customer data from enterprises like Google & Cloudflare. 🔸The s1ngularity case (Aug 2025): Attackers tampered with a widely used developer tool. Once companies installed the tainted version, the malware automatically searched their systems for confidential information. Systemic risk multipliers ▫️45% of AI-generated code contains vulnerabilities (Veracode, Aug 2025). ▫️$10.5T projected global cybercrime cost in 2025 (Cybersecurity Ventures). ▫️AI startups oftenl launch without a CISO/SOC2 compliance, creating weak links in enterprise supply chains. Why this matters 🔹 Attacks scale across ecosystems. One weak link (a chatbot vendor, a software tool) can expose hundreds of enterprises at once. 🔹 The methods are faster and more automated because attackers are now using AI to generate the attack code itself. 🔹 Cyber risk now comes more from the tools and vendors you rely on vs own systems. What boards and executives can do ✔️Understand that delay ≠ safety. Even if you are cautious on AI adoption, you are exposed through vendors, partners, and developer ecosystems. ✔️ Elevate AI security risk to the board agenda as attacks are increasing. ✔️ Adopt defensive AI: Integrate AI-driven monitoring and runtime protection into your strategies. ✔️ Reassess third-party risk. Ask every AI vendor in your stack: Who is their CISO? How do they handle data residency, audit logs, security certifications? ✔️Insist on security-by-design. Push for architectures where customer data stays in customer environments, and for oversight of AI-generated code quality. #AI #AIsecurity #ResponsibleAI #cybersecurity #AIgovernance

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The Future of API Marketplaces in Private Equity -- Private equity is evolving—from siloed systems to connected ecosystems. Enter API marketplaces: the silent force driving faster integrations, real-time insights, and lower tech overhead. ✅ Plug-and-play connectors for tools like Intapp DealCloud , iLEVEL(S&P Global), Salesforce 📊 Real-time portfolio data syncing into LP dashboards ⚙️ Automated diligence with ESG + compliance APIs 💡 70% less manual reporting = more time for value creation As PE goes digital, interoperability isn’t optional—it’s infrastructure. Ready to future-proof your stack? Let’s talk. For full blog post check comments 👇 #PrivateEquity #APIs #PEtech #PortfolioMonitoring #FundOps #DigitalTransformation #RapidAPI

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Confluent, a leading data streaming platform provider, has launched Sell With Confluent, a new reseller program designed to help system integrators accelerate growth and capture opportunity in the rapidly expanding data streaming market. As real time data becomes the backbone of modern enterprises, Confluent is simplifying how partners sell, close deals, and scale their practices. Key Highlights: • 86% of IT leaders consider data streaming a strategic priority, according to the 2025 Data Streaming Report. • Sell With Confluent removes traditional reseller bottlenecks such as slow approvals, complex processes, and unclear pricing structures. • New self service quoting tools enable automated quotes with instant approvals and programmatic discounts. • A restructured rewards framework provides competitive double digit discounts for partners sourcing and closing deals. • Deal protection safeguards partner sourced opportunities and pipeline investments. • The Business Investment Fund supports co marketing initiatives including workshops, regional events, and customer engagement programs. • Partner Nexus serves as a centralized hub for more than 1,400 global partners with access to tools, program details, and growth resources. Kamal Brar Vice President, Partners and Technology Group at Confluent, said partners see daily demand for data streaming platforms and that Sell With Confluent removes slow approvals and complicated processes so they can capitalize on the opportunity in front of them. Discover how Confluent is enabling partners to sell faster, earn more, and lead in the growing data streaming platform market. #DataStreaming #ChannelPartners #EnterpriseGrowth https://lnkd.in/dbfsFK8Q

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For rapidly scaling SaaS companies, landing those crucial enterprise clients is the ultimate growth accelerator. But there's a gatekeeper: SOC 2 compliance. For major corporations, demonstrating robust data security is a fundamental requirement. A clean SOC 2 report proves your commitment to protecting sensitive data, building essential trust, and unlocking significant new revenue streams. Don't let compliance be a hurdle; let it be your competitive edge. Is your SaaS ready to secure those high-value enterprise deals? Learn how SOC 2 paves the way. 🔗 https://lnkd.in/gcQvWnwb 📞 888-341-7149 #SaaSGrowth #EnterpriseSales #SOC2Compliance #TechBusiness #ClientTrust #AuditAdvantage #ScaleUp #DataSecurity

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🌟 The SaaS world moves fast, and scaling efficiently requires strategic alignment, operational rigor, and cross-functional coordination. Fractional COOs are helping early- and mid-stage SaaS companies grow seamlessly while maintaining agility. At 𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝗥𝗲𝗳𝗲𝗿𝗲𝗻𝗰𝗲, we’re committed to 𝘁𝗿𝗮𝗻𝘀𝗽𝗮𝗿𝗲𝗻𝗰𝘆 𝗮𝗻𝗱 𝗮𝘂𝘁𝗵𝗲𝗻𝘁𝗶𝗰𝗶𝘁𝘆—spotlighting leaders who combine operational expertise with strategic insight to drive measurable results. 👋 𝗠𝗲𝗲𝘁 Dawn Strobel, 𝗙𝗿𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗹 𝗖𝗢𝗢 Dawn helps SaaS companies align strategic objectives with day-to-day execution, ensuring scalable growth without sacrificing agility. She specializes in operational strategy, cross-functional alignment, process optimization, and efficiency audits. Here’s what she’s known for: ✅ Operational strategy for scaling 🏷️ Cross-functional alignment 🌟 SaaS process optimization 🔎 Operational efficiency audits Dawn empowers SaaS teams to scale smarter, improve performance, and operate with clarity—turning strategy into action at every level. 🔗 Learn more about Dawn Strobel and other Fractional COO professionals for SaaS companies here: https://lnkd.in/dSzCuv-R

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🚀 Startup Spotlight 🚀 Aurva - Provides real-time, identity-linked visibility into every data access across humans, services, and AI agents, enabling organizations to identify, detect, and remediate internal and external threats. 🔍 Company Overview - CEO: - Year Founded: - Location: - Team Size: - Webpage: 🎯 What They Do - One-line Description: Aurva is an AI-powered data security co-pilot that provides real-time visibility and control over data access for high-scale enterprises. - Target Customers: High-scale enterprises, particularly those deploying AI-driven workloads and facing complex data security and compliance challenges. - Industry Verticals: High-Scale Enterprises, AI-driven Businesses 🚀 Achievements & Status - Current Stage/Status: Seed - Major Milestones: Emerged from stealth with a $2.2M seed round. Launched the first unified platform for data access monitoring and AI observability. - Basic Growth Metrics: Not publicly available as the company recently emerged from stealth. 💡 Competitive Edge - How They Differentiate: Aurva differentiates itself by providing a unified, AI-powered platform for real-time data access monitoring and AI observability. It offers identity-linked visibility into data access across humans, services, and AI agents, functioning as a 'Data Security Co-pilot' to streamline threat remediation. - Key Technological Advantage: The platform is powered by eBPF-based telemetry and AI-driven classification for continuous sensitive data discovery and tracing. The founding team's experience in building and scaling security systems at Meta provides a significant business advantage. 📈 Funding & Partnerships - Total Funding Raised: $2.2M - Latest Funding Round: Seed Round - Key Investors: Nexus Venture Partners, DeVC - Key Partnerships/Collaborations: Nexus Venture Partners (Lead Investor), DeVC (Investor) 👥 Leadership & Team - CEO Background: - Key Members: 📊 Market & Competition - Market Positioning: As a startup that has recently emerged from stealth, Aurva is positioning itself as a modern, AI-driven solution in the data security and governance market. It targets the growing need for visibility and control in complex, multi-cloud data environments. - Geographic Focus: The geographic focus of the competition is not explicitly stated, but it is likely concentrated in North America, where the cybersecurity market is largest and many key players are based. - Main Competitors: Open Raven, Dig, AgileBlue Based on database updated on: 2025-09-09 #Innovation #AI #Startups Powered by #WeeklyVentures “Spot an error? Share your feedback to help us improve!”

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