In industries where downtime is unaffordable—aviation, aerospace & defense, automotive, manufacturing, and process industries—AI is no longer just a productivity tool; it is a lifeline. Radome Technologies & Services, a Bengaluru-based startup, has positioned itself at the heart of this transformation by engineering AI systems designed for zero-failure environments. Founded in 2017, the company’s mission is simple yet compelling:
“We do not innovate. We engineer.”
The Founding Story
Every startup begins with a problem worth solving. For Nagendra Prasad Kumble, a mechanical engineer with over a decade of experience in aerospace engineering at Airbus and Alten India, the recurring challenge was clear, failures in critical systems cost far too much—in time, money, and safety.
Determined to bridge the gap between AI research and real-world industrial problems, he founded Radome Technologies & Services on May 18, 2017 in Bengaluru. Soon after, Sumukh Kumble joined as a co-founder, shaping the company’s defense-grade AI capabilities. Together, they set out to create production-grade AI solutions capable of surviving the harsh realities of aviation hangars, factory floors, and mission-critical environments.
Mission: More Than Innovation
Radome’s guiding principle— “We Do not Innovate. We Engineer.”—captures its pragmatic ethos. Instead of chasing experimental AI concepts, the team focuses on practical, deployable, and scalable solutions that integrate seamlessly with existing infrastructure. Their goal: smarter decisions, quicker responses, and faster outcomes for industries where failure is not an option.
What Radome Builds
1. Predictive Maintenance for Aviation & Heavy Industry
Radome’s flagship solutions focus on predictive maintenance, leveraging next-gen ML models to predict component failures, estimate Remaining Useful Life (RUL), and optimize spares inventory. Defense submissions mention tools like PRO-HM/PRO-HM+, designed for platform health monitoring across fleets.
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2. Smart Factory & Manufacturing AI
The company extends its expertise to automotive and process industries, offering solutions in demand forecasting, anomaly detection, and quality assurance—helping manufacturers reduce downtime and improve yield.
3. Aerospace & Defense Analytics
With its founder’s aerospace experience, Radome has built credibility in defense-grade AI applications. The startup has participated in Defence India Startup Challenge (DISC), working on applications such as logistics, supply chain optimization, and predictive maintenance for mission-critical assets.
Market Opportunity
Globally, the aerospace and defense sectors are developing predictive intelligence. Whereas “Radome” traditionally refers to protective radar domes, Radome Technologies is establishing its own place in the AI reliability layer—turning industrial data into actionable intelligence. With the global push toward Industry 4.0, the company’s focus on reliability-first AI aligns perfectly with market demand.
Early Recognition and Traction
Radome Technologies & Services has steadily built credibility by being recognized across prominent industry and government platforms. The company has been listed by NASSCOM CoE IoT, a leading body that identifies and supports high-potential startups in the deep-tech ecosystem. It has also been featured in CIO Insider and other reputed startup media publications, reflecting growing visibility in India’s innovation landscape.
Such acknowledgment suggests that Radome is not only building advanced AI solutions but also aligning with the expectations of industry stakeholders who value proven capability and execution strength.
Beyond industry media, Radome has participated in defense innovation challenges such as the Defence India Startup Challenge (DISC) and MeitY’s MIC programs, which are known for their stringent evaluation and mission-focused problem statements. Success in these highly competitive forums demonstrates the startup’s ability to address challenging use cases in aerospace, defense, and other critical sectors.
More importantly, these milestones highlight the trust Radome has earned in regulated, zero-failure environments, reinforcing its position as a dependable partner for enterprises and government agencies alike.
Technology Approach
Radome Technologies & Services follows a pragmatic engineering-first approach to AI, having developed and deployed 150+ machine learning models across industries. These pretrained models address critical functions such as anomaly detection, demand forecasting, and Remaining Useful Life (RUL) prediction, ensuring customers can anticipate failures before they happen and optimize resources more effectively.
By focusing on industrial and mission-critical applications, Radome ensures that each model is not just technically reliable but also delivers measurable business outcomes in uptime, cost savings, and operational efficiency.
The company operates on a product + services model, offering customers the flexibility of custom deployments that are supported by a library of reusable AI building blocks that can be reused by customers in multiple use cases. This hybrid approach shortens development cycles while still tailoring solutions to the unique constraints of each environment.
At the same time, Radome emphasizes a safety-centric design philosophy—embedding explainability into models, incorporating human-in-the-loop decision processes, and aligning solutions with certification and compliance standards. This ensures the technology remains trustworthy and audit-ready for high-stakes industries such as aerospace, defense, and advanced manufacturing.
Why Customers Choose Radome Technologies
Customers turn to Radome Technologies & Services because reliability is at the heart of everything they engineer. In industries such as aerospace, defense, and manufacturing—where even a minor failure can lead to massive costs—Radome’s solutions are designed for zero-failure environments.
Their platforms emphasize safety, uptime, and predictability, giving organisations the confidence that their operations will run without unexpected disruptions. This focus on reliability makes Radome a trusted partner in high-risk sectors.
What further sets Radome apart is its deep domain expertise and the ability to seamlessly integrate AI into existing infrastructures is what makes Radome even more unique. With roots in aerospace and industrial engineering, the team brings both technical precision and contextual understanding to each deployment.
Their credibility is reinforced through recognition by NASSCOM CoE IoT, participation in Defence India Startup Challenge (DISC), and consistent features in respected industry media platforms. This ecosystem validation assures customers that Radome is not just an innovator—it is a proven, dependable player in the AI-for-industry space.
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Impact Across Industries
Radome Technologies & Services has built its solutions to directly address some of the biggest challenges faced by high-stakes industries such as aviation, defense, manufacturing, and process operations. By leveraging AI-based early warning systems, organizations can significantly reduce downtime by anticipating failures before they disrupt operations.
In aviation and defense, where safety cannot be compromised, real-time alerts help reduce risks, giving operators the confidence to act decisively. This reliability-first approach ensures critical platforms and equipment remain available, safe, and mission-ready always.
In addition to safety and uptime, Radome’s predictive intelligence transforms how enterprises manage logistics and maintenance. Smarter spares and parts planning means reduced capital tied up in excess inventory while still ensuring availability when needed most.
At the same time, advanced analytics shorten root-cause analysis and accelerate repair cycles, cutting mean time to repair (MTTR) significantly. The result is a powerful combination of efficiency, safety, and cost optimization, making Radome’s solutions having applications across multiple industries where even small improvements can lead to substantial competitive edge.
The Road Ahead
Looking forward, Radome is exploring the integration of Generative AI and LLMs into industrial workflows—creating intelligent assistants for operators, predictive diagnostics for engineers, and decision-support dashboards for executives. The long-term vision is to become the “Reliability OS” for mission-critical industries.
Conclusion
Radome Technologies & Services exemplifies the new wave of Indian startups that go beyond buzzwords to deliver practical AI at industrial scale. From aerospace to automotive, the company’s relentless focus on engineering reliability is positioning it as a trusted partner in sectors where failure is not an option.
As industries become more digitized, Radome is proving that success does not come from simply innovating—it comes from engineering solutions that work every single time.
