Orion today announced $3.5 million funding to expand its AI-powered risk intelligence platform that helps enterprises detect and respond to real-world threats before they escalate. The round was led by Dynamo Ventures, with participation from Bravo Victor Venture Capital, Techstars, and Service Provider Capital. Orion has also secured a government grant from Puerto Rico.
The company has developed what it describes as the intelligence infrastructure for a new era of physical risk management. While organisations have traditionally relied on fragmented data sources and manual analysis to track potential threats, Orion’s platform synthesises millions of data points – from social media chatter and local news to geospatial information and weather patterns – to provide actionable foresight into emerging disruptions.
The cost of inadequate risk management
Founder and CEO Rahul Thayil brings extensive experience, including as a Senior Analyst at Benenson Strategy Group and supporting UN environment projects. Thayil founded Orion with disaster relief in mind, but that humanitarian origin has evolved into a sophisticated platform that now helps enterprises navigate a volatile world.
For enterprises managing complex global operations, the stakes are high. Industry estimates suggest organisations lose more than $420 billion annually in avoidable losses, with each major incident costing an average of $1.9 billion in operational impact. Despite spending more than $750,000 annually on disconnected tools and outsourced analysts, many companies still miss critical early warning signals.
Orion’s approach aims to provide accurate early warnings. “Our team of engineers trained at NYU, MIT, Oxford, and Cambridge is building a system that translates global volatility into clarity,” said Thayil. “With this funding, we’re expanding across supply chains and defence networks to help organisations anticipate and act before disruption strikes.”
Granular threat prediction and response
The platform’s proprietary methodology generates real-time risk scores within a half-mile radius of any asset, filtering vast amounts of information to highlight only what’s relevant to each organisation. This granular approach enables the system to predict and quantify threats ranging from political unrest to environmental disruption days in advance, giving teams time to adjust operations, relocate personnel, or reinforce security measures.
What sets Orion apart is its ability to map and monitor entire supply chains in real time, while adapting to how each team responds to disruption. The company’s internal STAN framework – Spatiotemporal Adaptive Network – quantifies uncertainty and transforms subjective signals into explainable confidence scores that decision-makers can trust and act upon. In contrast to legacy systems that merely aggregate data, STAN studies how each team responds to disruption and provides evolving bespoke models for every asset, client, and crisis. This represents a fundamental shift from static threat intelligence to adaptive risk modelling that learns and improves over time.
Early adopters include multiple Fortune 500 logistics and cloud-infrastructure operators who use the platform to safeguard assets worth tens of millions of dollars each. One global client has achieved 20x cost savings compared to traditional intelligence platforms while monitoring both people and venues worldwide.
Accessible pricing for comprehensive coverage
Orion’s approach also generates savings. Unlike legacy systems costing more than $100,000 per site, Orion’s compute-based architecture enables per-asset pricing of just $1,000 per year, making comprehensive risk intelligence accessible to enterprises of any size.
Jon Bradford, Managing Partner at Dynamo Ventures, sees Orion as essential infrastructure for modern operations. “The modern supply chain is a living, breathing network, and it’s increasingly exposed to geopolitical, environmental, and informational shocks. Orion gives operators real-time visibility into how risks ripple across assets and geographies. It’s the intelligence layer every supply chain needs to stay resilient in an unpredictable world, and we’re proud to lead this round.”
Orion plans to expand its platform capabilities beyond current offerings, building what it describes as the world’s largest corpus of risk and reaction data. This ambitious vision aims to power world models that will open up more external systems and AIs to automating reaction to crisis. Orion is not just building better risk intelligence – it is creating the foundational infrastructure for how organisations will operate safely in an unpredictable future.
