Transforming manufacturing for the world’s most complex, asset-heavy industries
Vultonai is an AI-native tech company transforming how industrial enterprises operate and scale across the value chain.
By combining physical AI with real-world processes, it creates self-optimizing factories that enable faster decisions, sharper execution, and continuous improvement.
The challenges holding manufacturing back
Fragmented operations
Disconnected systems across design, procurement, and production limit visibility and slow decisions.
Legacy infrastructure
Outdated systems struggle to scale, integrate, or support modern AI workflows.
No factory-wide intelligence
Silos across machines, lines, and plants create costly blind spots.
Reactive manufacturing
Problems are fixed after they disrupt production—not before.
Rising performance pressure
Expectations on speed, quality, and cost continue to compress margins.
Solutions built for a new industrial era
Connected operations layer
Unify data across design, procurement, and production into a single, real-time system of record.
AI-ready infrastructure
Modernize legacy systems to support scalable, high-performance AI across the factory stack.
Factory intelligence platform
Gain end-to-end visibility across machines, lines, and plants—turning blind spots into live insights.
Predictive maintenance
Anticipate failures before they occur and eliminate unplanned downtime.
Adaptive production planning and scheduling
Dynamic plans that adjust in real time to demand, disruptions, and constraints
Autonomous vendor management
Continuously optimize supplier performance, cost, and risk.
Supply chain optimization
Synchronize demand, inventory, and logistics to reduce cost and improve responsiveness.
Quality control and defect detection
Identify defects instantly and improve yield with AI-powered inspection.
Digital twin and simulation
Test scenarios before execution—optimize without real-world disruption.
Autonomous robotics
Deploy intelligent systems that adapt to changing production environments.
Worker safety and compliance
Ensure safer, compliant operations through real-time monitoring and alerts.
Generative AI for engineering
Accelerate design, prototyping, and optimization with AI-driven workflows.
Meet the team
Dhruv Sehrraa
Venture Builder | Global Investor
Founder, 256 Network
Dhruv Sehrraa is a builder at heart, operating a dynamic Venture Builder that actively incubates and scales high-impact innovations at the intersection of Technology, Artificial Intelligence and Real Estate. By combining operational expertise with deep market insights, he accelerates transformative ventures that are reshaping the world. His approach moves beyond passive allocation, focusing instead on hands-on value creation to build the next generation of industry-defining companies.
Complementing his venture building, Dhruv runs a Multi-Family Office DE Growth Capitals that acts as a strategic capital vehicle across developed and emerging markets. His investment thesis spans Tech, Consumer, Real Estate, and Emerging Markets, deploying capital across the US, the Middle East, and Asia.
This dual engine of venture building and direct investment allows him to bridge the gap between early-stage innovation and institutional-grade scale, positioning him as a key player in cross-border capital flows.
Dhruv Sehrraa founded 256 Network in 2018, an exclusive global innovation ecosystem and invite-only community of capital allocators managing over $3.9 trillion USD. Operating under the Chatham House Rule, 256 Network fosters confidential dialogue among CEOs, family office leaders, and influential business figures to shape the future of finance, innovation, and philanthropy.
Ezhilan Aribaskar
Operator | Investor
Ezhilan Aribaskar (Eli) is an operator at heart and an investor driving sustainable growth across artificial intelligence, advanced technology, and real estate. He currently serves as Co-Founder and Partner at DE Growth Capitals Pte. Ltd., a private investment firm dedicated to accelerating high-growth innovations and deploying capital into transformative enterprises. Additionally, Ezhilan is a Partner at 256 Network, an exclusive global community actively redefining how capital flows and influence shape the 21st century.
He is the Founder and CEO of Elevate Ecosystem Private Ltd., a strategic Go-To-Market (GTM) partner that helps Tech and AI brands build deep inroads and scale rapidly across the US, APJ, and India. He also co-founded VultonAI, which pioneers "physical AI" to fundamentally transform traditional industries, and is the co-founder of Emerging Heights, an ultra-exclusive global real estate firm developing bespoke assets for the global capital allocator community.
Prior to his current ventures, Ezhilan spent over a decade as Vice President of Sales and Business Operations at YourStory Media, where he collaborated closely with leading founders, investors, and corporate ecosystems globally. His deep entrepreneurial roots trace back to Redwood City, California, where he was a founding team member of Smart Voicemail Inc. (GoToPal), an AI-based telecommunications service that secured major licensing deals in the US before its successful acquisition.
Dhruv Sehrraa is a builder at heart, operating a dynamic Venture Builder that actively incubates and scales high-impact innovations at the intersection of Technology, Artificial Intelligence and Real Estate. By combining operational expertise with deep market insights, he accelerates transformative ventures that are reshaping the world. His approach moves beyond passive allocation, focusing instead on hands-on value creation to build the next generation of industry-defining companies.
Complementing his venture building, Dhruv runs a Multi-Family Office DE Growth Capitals that acts as a strategic capital vehicle across developed and emerging markets. His investment thesis spans Tech, Consumer, Real Estate, and Emerging Markets, deploying capital across the US, the Middle East, and Asia.
This dual engine of venture building and direct investment allows him to bridge the gap between early-stage innovation and institutional-grade scale, positioning him as a key player in cross-border capital flows.
Dhruv Sehrraa founded 256 Network in 2018, an exclusive global innovation ecosystem and invite-only community of capital allocators managing over $3.9 trillion USD. Operating under the Chatham House Rule, 256 Network fosters confidential dialogue among CEOs, family office leaders, and influential business figures to shape the future of finance, innovation, and philanthropy.
Dhruv Sehrraa
Venture Builder | Global Investor
Founder, 256 Network
Dhruv Sehrraa is a builder at heart, operating a dynamic Venture Builder that actively incubates and scales high-impact innovations at the intersection of Technology, Artificial Intelligence and Real Estate. By combining operational expertise with deep market insights, he accelerates transformative ventures that are reshaping the world. His approach moves beyond passive allocation, focusing instead on hands-on value creation to build the next generation of industry-defining companies.
Complementing his venture building, Dhruv runs a Multi-Family Office DE Growth Capitals that acts as a strategic capital vehicle across developed and emerging markets. His investment thesis spans Tech, Consumer, Real Estate, and Emerging Markets, deploying capital across the US, the Middle East, and Asia.
This dual engine of venture building and direct investment allows him to bridge the gap between early-stage innovation and institutional-grade scale, positioning him as a key player in cross-border capital flows.
Dhruv Sehrraa founded 256 Network in 2018, an exclusive global innovation ecosystem and invite-only community of capital allocators managing over $3.9 trillion USD. Operating under the Chatham House Rule, 256 Network fosters confidential dialogue among CEOs, family office leaders, and influential business figures to shape the future of finance, innovation, and philanthropy.
Ezhilan Aribaskar
Operator | Investor
Ezhilan Aribaskar (Eli) is an operator at heart and an investor driving sustainable growth across artificial intelligence, advanced technology, and real estate. He currently serves as Co-Founder and Partner at DE Growth Capitals Pte. Ltd., a private investment firm dedicated to accelerating high-growth innovations and deploying capital into transformative enterprises. Additionally, Ezhilan is a Partner at 256 Network, an exclusive global community actively redefining how capital flows and influence shape the 21st century.
He is the Founder and CEO of Elevate Ecosystem Private Ltd., a strategic Go-To-Market (GTM) partner that helps Tech and AI brands build deep inroads and scale rapidly across the US, APJ, and India. He also co-founded VultonAI, which pioneers "physical AI" to fundamentally transform traditional industries, and is the co-founder of Emerging Heights, an ultra-exclusive global real estate firm developing bespoke assets for the global capital allocator community.
Prior to his current ventures, Ezhilan spent over a decade as Vice President of Sales and Business Operations at YourStory Media, where he collaborated closely with leading founders, investors, and corporate ecosystems globally. His deep entrepreneurial roots trace back to Redwood City, California, where he was a founding team member of Smart Voicemail Inc. (GoToPal), an AI-based telecommunications service that secured major licensing deals in the US before its successful acquisition.
Dhruv Sehrraa is a builder at heart, operating a dynamic Venture Builder that actively incubates and scales high-impact innovations at the intersection of Technology, Artificial Intelligence and Real Estate. By combining operational expertise with deep market insights, he accelerates transformative ventures that are reshaping the world. His approach moves beyond passive allocation, focusing instead on hands-on value creation to build the next generation of industry-defining companies.
Complementing his venture building, Dhruv runs a Multi-Family Office DE Growth Capitals that acts as a strategic capital vehicle across developed and emerging markets. His investment thesis spans Tech, Consumer, Real Estate, and Emerging Markets, deploying capital across the US, the Middle East, and Asia.
This dual engine of venture building and direct investment allows him to bridge the gap between early-stage innovation and institutional-grade scale, positioning him as a key player in cross-border capital flows.
Dhruv Sehrraa founded 256 Network in 2018, an exclusive global innovation ecosystem and invite-only community of capital allocators managing over $3.9 trillion USD. Operating under the Chatham House Rule, 256 Network fosters confidential dialogue among CEOs, family office leaders, and influential business figures to shape the future of finance, innovation, and philanthropy.
What's New
The Factory Is Becoming a System, Not a Site
For more than a century, manufacturing has been organised around “place”. The factory was a bounded entity—fixed assets, fixed workflows, fixed hierarchies of decision-making. Efficiency came from standardisation; advantage from scale.
That logic is now fraying. The constraint is no longer physical throughput, but cognitive latency—the time it takes to sense, decide, and act. In most industrial environments, those steps remain disjointed. Data is captured in abundance, yet decisions lag behind events. The factory, in effect, is still thinking in batches.
A different model is emerging. Advances in applied AI are collapsing the distance between observation and execution, turning factories into continuous systems rather than discrete operations. Sensors feed models; models trigger actions; actions generate new data—forming a closed loop of adaptation.
This is not simply automation in a modern guise. It is a reconfiguration of how industrial work is organised. The most competitive manufacturers will not be those with the largest plants, but those with the shortest decision cycles. In time, the notion of a factory as a static site may give way to something more fluid: an intelligent system, distributed yet coherent, capable of learning as it produces.
Prediction Is Table Stakes. Autonomy Is the Prize
The past decade in industrial technology has been preoccupied with foresight. Predictive maintenance, demand forecasting, anomaly detection—each promised to reduce uncertainty by peering a little further into the future.
They have delivered, to a point. Failures are flagged earlier; demand is estimated with greater precision. Yet a persistent gap remains between knowing and doing. Alerts accumulate. Dashboards proliferate. Human operators, already stretched, are left to interpret and respond. In complex environments, this delay is costly.
The frontier is shifting from prediction to autonomy. The question is no longer whether a system can anticipate an event, but whether it can act on that insight without waiting for instruction. In high-frequency, high-stakes operations, the value of a prediction decays rapidly if not executed upon.
This shift carries implications beyond efficiency. Autonomous systems redistribute responsibility—from human operators to machine-led processes—raising new questions about control, trust, and oversight. But the direction is clear. Prediction improves awareness; autonomy determines outcomes. In modern manufacturing, the latter is fast becoming decisive.
Supply Chains Are Evolving from Pipelines to Organisms
Supply chains were designed for a more predictable world. Inputs flowed in, goods flowed out, and optimisation focused on cost and reliability. The underlying assumption was stability.
That assumption no longer holds. Volatility—geopolitical, climatic, and economic—has become a structural feature of global trade. Disruptions are not exceptions to be managed; they are conditions to be expected.
In response, supply chains are beginning to resemble something less mechanical and more organic. Rather than linear pipelines, they are becoming adaptive networks—continuously sensing changes in demand, supply, and logistics, and recalibrating accordingly. The emphasis is shifting from efficiency alone to resilience and responsiveness.
Technology is central to this transition, but not in the way it is often framed. Visibility, while necessary, is insufficient. Knowing where a shipment is does little unless the system can dynamically reroute, rebalance, or reprioritise in response.
The supply chain of the future will not be tightly controlled in the traditional sense. It will be intelligently coordinated—a system that learns, adjusts, and, increasingly, decides. In such an environment, advantage will accrue not to those who optimise hardest, but to those who adapt fastest.
Dhruv Sehrraa is a builder at heart, operating a dynamic Venture Builder that actively incubates and scales high-impact innovations at the intersection of Technology, Artificial Intelligence and Real Estate. By combining operational expertise with deep market insights, he accelerates transformative ventures that are reshaping the world. His approach moves beyond passive allocation, focusing instead on hands-on value creation to build the next generation of industry-defining companies.
Complementing his venture building, Dhruv runs a Multi-Family Office DE Growth Capitals that acts as a strategic capital vehicle across developed and emerging markets. His investment thesis spans Tech, Consumer, Real Estate, and Emerging Markets, deploying capital across the US, the Middle East, and Asia.
This dual engine of venture building and direct investment allows him to bridge the gap between early-stage innovation and institutional-grade scale, positioning him as a key player in cross-border capital flows.
Dhruv Sehrraa founded 256 Network in 2018, an exclusive global innovation ecosystem and invite-only community of capital allocators managing over $3.9 trillion USD. Operating under the Chatham House Rule, 256 Network fosters confidential dialogue among CEOs, family office leaders, and influential business figures to shape the future of finance, innovation, and philanthropy.
The Factory Is Becoming a System, Not a Site
For more than a century, manufacturing has been organised around “place”. The factory was a bounded entity—fixed assets, fixed workflows, fixed hierarchies of decision-making. Efficiency came from standardisation; advantage from scale.
That logic is now fraying. The constraint is no longer physical throughput, but cognitive latency—the time it takes to sense, decide, and act. In most industrial environments, those steps remain disjointed. Data is captured in abundance, yet decisions lag behind events. The factory, in effect, is still thinking in batches.
A different model is emerging. Advances in applied AI are collapsing the distance between observation and execution, turning factories into continuous systems rather than discrete operations. Sensors feed models; models trigger actions; actions generate new data—forming a closed loop of adaptation.
This is not simply automation in a modern guise. It is a reconfiguration of how industrial work is organised. The most competitive manufacturers will not be those with the largest plants, but those with the shortest decision cycles. In time, the notion of a factory as a static site may give way to something more fluid: an intelligent system, distributed yet coherent, capable of learning as it produces.
Prediction Is Table Stakes. Autonomy Is the Prize
The past decade in industrial technology has been preoccupied with foresight. Predictive maintenance, demand forecasting, anomaly detection—each promised to reduce uncertainty by peering a little further into the future.
They have delivered, to a point. Failures are flagged earlier; demand is estimated with greater precision. Yet a persistent gap remains between knowing and doing. Alerts accumulate. Dashboards proliferate. Human operators, already stretched, are left to interpret and respond. In complex environments, this delay is costly.
The frontier is shifting from prediction to autonomy. The question is no longer whether a system can anticipate an event, but whether it can act on that insight without waiting for instruction. In high-frequency, high-stakes operations, the value of a prediction decays rapidly if not executed upon.
This shift carries implications beyond efficiency. Autonomous systems redistribute responsibility—from human operators to machine-led processes—raising new questions about control, trust, and oversight. But the direction is clear. Prediction improves awareness; autonomy determines outcomes. In modern manufacturing, the latter is fast becoming decisive.
Supply Chains Are Evolving from Pipelines to Organisms
Supply chains were designed for a more predictable world. Inputs flowed in, goods flowed out, and optimisation focused on cost and reliability. The underlying assumption was stability.
That assumption no longer holds. Volatility—geopolitical, climatic, and economic—has become a structural feature of global trade. Disruptions are not exceptions to be managed; they are conditions to be expected.
In response, supply chains are beginning to resemble something less mechanical and more organic. Rather than linear pipelines, they are becoming adaptive networks—continuously sensing changes in demand, supply, and logistics, and recalibrating accordingly. The emphasis is shifting from efficiency alone to resilience and responsiveness.
Technology is central to this transition, but not in the way it is often framed. Visibility, while necessary, is insufficient. Knowing where a shipment is does little unless the system can dynamically reroute, rebalance, or reprioritise in response.
The supply chain of the future will not be tightly controlled in the traditional sense. It will be intelligently coordinated—a system that learns, adjusts, and, increasingly, decides. In such an environment, advantage will accrue not to those who optimise hardest, but to those who adapt fastest.
Dhruv Sehrraa is a builder at heart, operating a dynamic Venture Builder that actively incubates and scales high-impact innovations at the intersection of Technology, Artificial Intelligence and Real Estate. By combining operational expertise with deep market insights, he accelerates transformative ventures that are reshaping the world. His approach moves beyond passive allocation, focusing instead on hands-on value creation to build the next generation of industry-defining companies.
Complementing his venture building, Dhruv runs a Multi-Family Office DE Growth Capitals that acts as a strategic capital vehicle across developed and emerging markets. His investment thesis spans Tech, Consumer, Real Estate, and Emerging Markets, deploying capital across the US, the Middle East, and Asia.
This dual engine of venture building and direct investment allows him to bridge the gap between early-stage innovation and institutional-grade scale, positioning him as a key player in cross-border capital flows.
Dhruv Sehrraa founded 256 Network in 2018, an exclusive global innovation ecosystem and invite-only community of capital allocators managing over $3.9 trillion USD. Operating under the Chatham House Rule, 256 Network fosters confidential dialogue among CEOs, family office leaders, and influential business figures to shape the future of finance, innovation, and philanthropy.
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