Tweaklogic is a full-stack embedded software and AI operations partner delivering secure embedded systems, custom operating platforms, OTA infrastructure, and edge AI pipelines for agriculture, natural resources, and defense. We build the critical infrastructure behind modern intelligent systems, engineered specifically for real-world deployment at scale.
We bridge the gap between firmware engineering, secure operating systems, cloud orchestration, and edge AI, enabling organizations to innovate without being slowed down by infrastructure fragility, security risks, or deployment complexity.
Our work transforms embedded platforms from drones to industrial and defense-grade devices into secure, scalable, and continuously evolving systems designed to operate reliably in the harshest environments
We partner with organizations that build or operate mission-critical embedded systems where reliability, security, and long-term maintainability matter more than quick demonstrations.
We don’t sell off-the-shelf hardware, dashboards without systems thinking, or experimental prototypes without a path to production
Legacy embedded systems that cannot support modern AI workloads or secure update mechanisms.
Firmware attacks and unverified code deployments are increasing year over year, exposing devices at the most vulnerable layer.
Multiple vendors, disjointed workflows, and no unified OTA or CI/CD strategy.
AI models that perform well in labs but fail under real-world constraints – latency, power, bandwidth, and reliability
Very few teams understand both low-level embedded systems and full AI lifecycle management.
We act as the glue between your hardware, cloud, and AI environments. Our modular architecture allows you to:
Tweaklogic is a full-stack embedded software and AI operations partner delivering secure embedded systems, custom operating platforms, OTA infrastructure,eo.
End-to-end expertise across embedded OS, firmware, cloud, and AI
Security by design: chain of trust and cryptographic validation baked into every layer
Scalable architectures for 10 or 10,000+ devices
Ruggedized deployments built for high-reliability and regulated environments
Vendor-agnostic systems with no forced lock-in
The embedded and edge computing landscape is advancing rapidly, but not cleanly. Across industrial, defense, energy, and autonomous systems, organizations face systemic challenges:
Systems designed for longevity, scale, and compliance
Built for real deployments, not demos
Because embedded systems don’t get second chances
We integrate with your teams, not replace them
The embedded and edge computing landscape is advancing rapidly, but not cleanly. Across industrial, defense, energy, and autonomous systems, organizations face systemic challenges:
Systems designed for longevity, scale, and compliance
Built for real deployments, not demos
Because embedded systems don’t get second chances
We integrate with your teams, not replace them
TweakLogic was founded by three professionals who understand both deep technology and business execution. Together, they merge expertise in embedded systems, AI, and financial strategy to power a next-generation embedded-AI ecosystem built for global scale.
We’re a cross-disciplinary group of embedded engineers, AI researchers, financial architects, cloud and security architects with roots in energy, automotive, defense, and cloud infrastructure
Founder & Embedded Systems Lead
Subhajit is the engineering core of TweakLogic — a specialist in firmware design, embedded Linux, and real-time operating systems. He has architected and delivered solutions across Zephyr, FreeRTOS, and custom Linux distributions, with deep expertise in OTA, device security, and hardware abstraction layers (HAL).
Co-Founder & Chief Architect
Sandipan leads the overall architecture and product strategy for TweakLogic, driving its focus on scalable OTA infrastructure and AI-driven embedded systems. With over a decade of experience in Salesforce architecture, platform engineering, and AI operations, Sandipan has built enterprise-grade solutions for organizations such as the Smithsonian, CollegeVine, and Marriott partners. He bridges cloud-native design and embedded security, ensuring TweakLogic’s systems can evolve seamlessly from the data center to the device edge.
Co-Founder & Head of Strategy & Finance
Bhanu anchors TweakLogic’s business, financial, and strategic direction.
An MBA in Finance from Rothman School of Management (University of Toronto) and a Certified Chartered Financial Analyst (CFA), Bhanu brings deep insight into scaling capital-intensive technology ventures.
He bridges finance and innovation — ensuring that TweakLogic’s embedded-AI solutions are not only technically sound but also commercially viable and investment-ready.
From secure firmware pipelines and AI deployment frameworks to financially sustainable operating models, our leadership team enables TweakLogic to deliver solutions that are:
Our combined experience spans: