# Closed-System Edge AI Companies Flex Logix Provides Edge AI Solutions Based on its InferX Family By Colin Smith | Published 2023-09-15 | Tech Source: Trend Hunter, https://www.trendhunter.com/trends/flex-logix References: [edge-ai-vision](https://www.edge-ai-vision.com/companies/flex-logix/)  Artificial intelligence (AI) is the ability of machines and systems to perform complex tasks that normally require human intelligence, such as recognizing faces, understanding speech, and processing natural language. Edge AI is a type of AI that runs on devices and systems that are located at the edge of a network, where data is created and used. Edge AI makes these devices and systems faster, more efficient, and more secure for doing AI tasks. [Flex Logix](https://www.trendhunter.com/trends/data-center-infrastructure) is a company that offers Edge AI solutions using its InferX line of [inference accelerators](https://www.trendhunter.com/trends/microsoft-maia-200). Inference accelerators are hardware devices that can run different deep-learning models in real-time. InferX products use a special technology called TPU, which can change its configuration to match different types of neural networks and data. InferX products can handle high amounts of data with low delay and low energy consumption for Edge AI tasks such as detecting objects, recognizing faces, and understanding natural language. InferX products come in different shapes and sizes, such as PCIe, M.2, and chip, and can work with trained models written in ONNX and TFLITE formats. Flex Logix is also part of the [Edge AI and Vision Alliance](https://www.trendhunter.com/trends/alpon-x5-ai), a global group of industry partners that works to promote the use of AI and vision features in products and systems. Image Credit: Flex Logix ## Trend Insights (Trend Hunter) - Score: 1.9/10 - Popularity: 15% | Activity: 25% | Freshness: 17% - Audience gender: 70% men, 30% women - Primary generations: Millennial, Gen X - Top markets: North America, South America, Europe, Asia, Africa ## Categories [Trend Hunter](https://www.trendhunter.com/trends) > [Tech](https://www.trendhunter.com/tech) > [AI](https://www.trendhunter.com/ai) ## Key Themes ### Why This Trend Is Growing - **Closed-system Edge AI Companies:** Emerging edge AI companies are developing closed-system solutions to improve the speed, efficiency, and security of AI tasks on devices and systems. - **Inferx Line of Inference Accelerators:** Flex Logix is pioneering the use of InferX inference accelerators, leveraging TPU technology to optimize performance and energy consumption for Edge AI tasks. - **Edge AI and Vision Alliance:** The Edge AI and Vision Alliance is a global network of industry partners collaborating to advance AI and vision capabilities in products and systems. ### Industries Being Reshaped - **Artificial Intelligence (AI):** The AI industry is witnessing disruptive innovation opportunities by focusing on closed-system edge AI solutions, delivering faster, more efficient, and secure AI capabilities on devices and systems. - **Hardware Accelerators:** The development of InferX inference accelerators is opening up disruptive innovation opportunities by enhancing the performance and energy efficiency of edge AI tasks. - **Technology Alliances:** The Edge AI and Vision Alliance is driving disruptive innovation opportunities by fostering collaboration among industry partners to advance AI and vision capabilities in various products and systems. ## Related on Trend Hunter - [AI Hardware Companies](https://www.trendhunter.com/trends/edgecortix.md) - [Dedicated Edge AI Processors](https://www.trendhunter.com/trends/kinara.md) - [Edge AI Infrastructure Systems](https://www.trendhunter.com/trends/viso-ai.md) - [Industrial AI Computing](https://www.trendhunter.com/trends/foghorn-systems.md) - [Edge AI Development Tools](https://www.trendhunter.com/trends/imagimob-edge.md) - [AI Edge Processing GPUs](https://www.trendhunter.com/trends/e-series-gpus.md) - [Compact Edge AI Servers](https://www.trendhunter.com/trends/unigen-corporation.md) - [Innovative Edge AI Platforms](https://www.trendhunter.com/trends/axelera-ai.md) - [Industrial Edge AI Computers](https://www.trendhunter.com/trends/alpon-x5-ai.md)