Lattice Semiconductor vs Adept AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

Lattice Semiconductor

EstablishedSemiconductors & Hardware

Low-Power FPGAs

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.

About

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.

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Adept AI

EmergingAI Infra

AI Agents

Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.

About

Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.

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