Organizations face growing volumes of network data and increasingly complex threats. Decision-makers need tools that help them make sense of that data amid the noise, distinguish relevant risks, and determine what requires action.
Praveen Jaiswal, Founder and COO of Vehere, focuses on applying AI to network analysis, detection, and investigation. His approach combines anomaly and behavioral methods to identify unknown threats with agentic systems that assist with triage, threat hunting, and response.
He also places strong emphasis on making results clear and understandable, protecting privacy, and giving organizations control over their data.
Enduring Network Truth
Cybersecurity has changed dramatically over the past two decades. Threats are more sophisticated, attacks unfold in multi-stage campaigns, networks are more distributed, and AI is reshaping how organizations defend against risk. Through all this change, one principle has remained constant for Praveen; understand the problem deeply, build technology around what the environment demands, and keep solving the problems customers encounter.
Praveen Jaiswal notes, “Our core conviction has never changed; the network remains the single source of truth. Every attack, intrusion, or digital interaction leaves a footprint on the network. That’s why we’ve always built our technologies around deep network visibility and intelligence.”
In the AI era, that foundation has become even more valuable, because AI is only as effective as the quality and completeness of the data it learns from.
AI as an Intelligent Security Partner
AI’s biggest impact will not be in replacing security analysts, but in augmenting their ability to make faster and better decisions. Enterprise security teams are overwhelmed by the volume of alerts, telemetry, and data they must analyze every day. AI has the potential to transform that by correlating vast amounts of information, identifying what matters most, providing investigation context, and recommending the next best course of action.
Praveen Jaiswal sees AI becoming an intelligent security partner across the entire investigation lifecycle, from detection and triage to threat hunting, investigation, and response. The focus is on building AI that works alongside analysts, combining the speed of automation with the context of complete network visibility.
The future of cybersecurity is not just AI-powered detection, but AI-assisted decision-making that helps organizations respond faster, reduce risk, and strengthen cyber resilience.
Actionable Data Insights
The volume of security data is growing exponentially, but more data doesn’t automatically translate into better security. The real challenge is turning vast amounts of network traffic, telemetry, and alerts into timely, actionable intelligence.
Vehere addresses this with Agentic AI; an AI that can think, reason, collaborate and transform overwhelming volumes of data into actionable intelligence. Instead of simply generating alerts, AI agents continuously analyze network data, correlate evidence across multiple sources, distinguish true positives from false positives, reason across complex attack chains, and provide the context security teams need to make informed decisions.
Combined with complete network visibility, this enables analysts to investigate faster, prioritize what matters most, and respond with greater confidence.
Resilience, Not Just Protection
Enterprises have realized that cyber-attacks are an eventuality and therefore, security priorities have shifted to resilience. Not just technological resilience, it’s also business resilience because it’s about ensuring business and operational continuity even when an attack disrupts critical systems or services.
Business resilience starts with knowing how far an incident reaches and which essential operations it could affect. Security teams need to see which systems are impacted and how the threat is traversing. Network Detection and Response (NDR) supplies that view, so they can assess the incident against the wider environment.
Vehere’s AI-powered NDR supports this through network visibility and analysis, helping security teams understand what is happening around an incident and where to focus first.
Responsible Innovation
Innovation has little value if it comes at the expense of trust. In cybersecurity, it demands balancing speed, intelligence, and responsibility. Praveen acknowledges the fact that organizations rely on Vehere to protect some of their most sensitive data. So, security, privacy, and responsibility must be built into every technology we develop, not added later.
Praveen Jaiswal adds, “At Vehere, we follow a privacy-first approach. Our solutions are on premises by design, giving customers complete control over their data while helping them meet data sovereignty and regulatory requirements.”
“We are probably one of the only NDR players in the world that has developed a solution for PII (Personally Identifiable Information) masking while processing network data,”
Praveen Jaiswal At Vehere advances its solutions leveraging AI, it remains focused on building transparent and explainable capabilities (why an alert got generated) that customers can trust, protecting privacy, preserving data ownership, and helping organizations strengthen cyber resilience responsibly and ethically.
Trust Through Partnership
Today’s enterprises are looking for strategic partners rather than technology vendors. The team has evolved its approach by becoming a trusted advisor that connects cybersecurity with broader business objectives. Organizations expect their security investments to reduce risk, support business continuity, meet regulatory obligations, and protect customer trust. This requires technology partners who understand business outcomes, not just technical requirements.
Praveen Jaiswal adds, “At Vehere, we work closely with our customers to understand their unique environment, risk profile, and operational objectives before recommending a solution. Whether it’s faster and better investigations, strengthening cyber resilience, improving threat visibility, or meeting compliance obligations, our focus is on delivering measurable outcomes rather than simply deploying technology.”
Praveen Jaiswal believes trust is built over time through innovation, transparency, and partnership. He sees the team’s role as more than that of a technology vendor. The company aims to serve as a long-term partner, helping organizations strengthen their resilience and address their cybersecurity needs as their business and threat landscape continue to evolve.
Collective Cyber Defense
Praveen Jaiswal sees cyber defense as a shared responsibility, reflected in the way governments, enterprises, service providers, and technology partners work together to understand and respond to increasingly sophisticated threats. Every technology or channel partnership, and every new customer, gives Vehere a different perspective on emerging threats, operational challenges, and industry requirements.
These insights and customer feedback help the team strengthen the AI Network Intelligence platform, improve interoperability within broader security ecosystems, and deliver solutions that fit naturally into customers’ security operations. Strong partnerships ultimately help build stronger cyber resilience.
Engineering a Global Mindset
The company has built a culture where engineers are encouraged to challenge convention, experiment with new ideas, and solve complex real-world problems. Importantly, the organization actively supports its teams in turning those ideas into intellectual property by encouraging and mentoring engineers to file patents. Innovation is not viewed as an occasional breakthrough; it is embedded in the company’s engineering culture.
When it comes to maintaining an entrepreneurial mindset, the team has never viewed itself as a domestic company expanding internationally. From day one, the company has been built with a global mindset, solving cybersecurity challenges that are relevant anywhere in the world. That perspective continues to influence how Vehere hires, innovates, and builds its products.
People Shape Leadership
Praveen Jaiswal’s experience at General Electric (GE) taught him the importance of discipline, execution, and adopting a global mindset. Establishing Vehere taught him something equally crucial: great companies are built by empowering people.
Leadership is not about having all the answers. It is about creating an environment where talent can innovate, challenge assumptions, and take ownership. This perspective continues to shape Vehere’s culture, decision-making, and long-term vision.
Future of AI Cyber Defense
AI is fundamentally changing the role of the network in cybersecurity. For years, networks generated enormous volumes of data, but much of its value remained untapped because no human team could analyze it at scale. AI is changing that by transforming billions of packets and connections into actionable intelligence, identifying attack patterns, correlating events, uncovering hidden relationships, and providing context that was previously difficult to achieve.
The organization is carefully and intentionally positioning itself around these broader shifts, with a focus on using AI and network intelligence to help organizations respond to the changing cybersecurity landscape.
Vehere’s Next Chapter: Quantum Readiness
The next chapter of the organization has a clear lens: building cyber resilience for humanity.
AI Network Intelligence will play a fundamental role in achieving that vision, which is Vehere’s core expertise, applied across enterprise cybersecurity, national security, and signals intelligence.
As new challenges emerge, Vehere is expanding its technology into areas that address the changing nature of cyber risk. One such direction is quantum readiness. The company is building a quantum-ready next-generation firewall to address security challenges associated with advances in computing.
Sharing the company’s vision and aim, Praveen mentions, “Our goal isn’t to be known for a single product category. It’s to build technologies that help organizations and governments anticipate threats, make better decisions, and remain resilient in an increasingly connected world.”
Contributing to a safer and more resilient digital future would be Vehere’s greatest achievement.
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