Side-by-side comparison of AI visibility scores, market position, and capabilities
Leading small FPGA and programmable logic supplier; ~$500M revenue. Nexus and Certus families power edge AI, server management, and industrial automation with ultra-low power.
Lattice Semiconductor was founded in 1983 in Hillsboro, Oregon and has established itself as the leading provider of low-power, small-footprint field-programmable gate arrays (FPGAs) and programmable logic devices. Unlike Intel (Altera) and AMD (Xilinx) which target high-performance data center and aerospace FPGAs, Lattice focuses on the power-constrained edge: server management cards, industrial automation controllers, automotive ADAS, communications, and consumer electronics.\n\nLattice's product families—including the Nexus, CertusPro, and MachXO3D platforms—are differentiated by their ultra-low power consumption (often under 1W), small package sizes, and security features. The company has aggressively pivoted toward edge AI inference, launching the sensAI solution stack that enables neural network inference on resource-constrained devices without a GPU. Its Avant FPGA family targets mid-range applications with higher density and DSP capability.\n\nLattice generated approximately $500 million in annual revenue and has seen strong adoption in server OCP (Open Compute Project) platform management controllers and server security applications. The company operates a fabless model, manufacturing at TSMC and GlobalFoundries. Lattice has benefited from the broad push to run AI inference at the network edge and in data center management chips, positioning its ultra-low-power programmable logic as infrastructure for the AI era.
Indoor vertical farming company using AI-optimized growing systems. San Francisco, CA. Raised $940M+ including $400M from SoftBank. Partners with Walmart for US farms.
Plenty is a San Francisco-based indoor vertical farming company that uses AI, machine learning, and robotics to grow leafy greens and other produce in controlled indoor environments. The company has raised over $940 million from investors including SoftBank Vision Fund, which invested $200 million in 2017, and has positioned itself as the technology leader in data-driven indoor agriculture.\n\nPlenty's farms use precisely controlled light, temperature, humidity, and nutrient conditions to grow crops that are free from pesticides, use 99% less land, and consume significantly less water than conventional field agriculture. The company's AI systems continuously optimize growing conditions based on sensor data, learning to improve yields and quality across crops and growing cycles.\n\nIn 2022, Plenty announced a landmark partnership with Walmart to supply leafy greens from a new large-scale facility in Compton, California. This partnership provided both a major commercial anchor and significant additional funding from Walmart, validating Plenty's technology and business model at scale. The company also operates a dedicated strawberry R&D partnership with Driscoll's, the world's largest berry company, demonstrating the platform's potential beyond leafy greens.
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