Best Digital ICs Companies in United States
The 292 best Digital ICs companies in United States in 2026, ranked by funding and momentum. Funding, investors, founders, valuation, tech stack and live signals. Top: Micron.
The 292 Digital ICs companies tracked in the United States represent $16.3 billion in disclosed equity funding, and this directory ranks them by that funding and recent momentum. Seven unicorns sit inside that pool. But the figure that stops me every time I look at this data is the revenue side: across 12 validated filers, the combined revenue pool hits $21.1 billion, with a median of $244 million per company growing at 9% annually. Intel Corp alone accounts for $13.6 billion of that, up 7% year over year, and its net income of $4.1 billion runs 66 times the sector median of $62 million. Texas Instruments pulled $4.8 billion in revenue at a faster 19% clip, with $1.5 billion in net income, 25 times that same median. So when you're scanning this list, remember: the funding numbers are large, but the earned-revenue scale dwarfs them entirely.
On the funding side, SambaNova Systems leads at $1.1 billion raised, followed by Groq at $1.0 billion and Cerebras at $750 million. Sequoia Capital and the National Science Foundation are among the most active backers in the directory. Coverage of Digital ICs companies in the United States is rising, with hot themes clustering around audio processing and computer fraud statutes shaping compliance requirements. What does that mean for smaller filers? Xilinx Inc, at $756 million in revenue and $300 million in net income, shows that mid-tier players can still run clean, profitable operations well below the giants' altitude.
Ranked: Best Digital ICs companies in United States
| # | Company | Disclosed funding | Last round | Employees | Founder | Tech stack | Market signals (1y) | Patents & IP focus | Recent signals |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Micron Manufacturer of memory and storage solutions for various applications 94Fin. health top 12%Market top 15%Patents top 16%Tech top 20% All 14 signals ▾Fin. healthtop 12% Markettop 15% Patentstop 16% Techtop 20% Moattop 21% Fundingtop 23% Globaltop 25% Innovationtop 26% Talenttop 28% Growthtop 31% Newstop 36% Partnerstop 37% Producttop 38% Customersbottom 36% Fin. health: Revenue ~$37.4B (FY2023) · Net margin 57.8% Market: 9,865 employees (top 4% of Semiconductors) · Revenue ~$37.4B rank vs industry peers · Fliar Intelligence Index 94/100 | $1.3B | 18 mo ago | 9,865 | Robert Switz Chairman of Board | Cart FunctionalityDrupalPHP+28 | 103 signals Earnings · Capital raise · Announcements | 68,173 patents 3D NAND memory structures, hybrid bonding, and advanced semiconductor packaging technologies | 2 partnerships |
| 2 | SambaNova Systems 🦄 Provider of AI-powered software and hardware 93Innovation top 13%Patents top 13%Funding top 14%Tech top 19% All 13 signals ▾Innovationtop 13% Patentstop 13% Fundingtop 14% Techtop 19% AItop 22% Moattop 22% Newstop 23% Markettop 29% Partnerstop 32% Growthtop 39% Producttop 41% Globaltop 47% Talentbottom 49% Innovation: 589 patents (top 2% of patent-holders) · 511 filings since 2022 vs 78 in 2017-21 Patents: 589 patents matched (strict assignee match) · 511 filings since 2022 vs 78 in 2017-21 rank vs industry peers · Fliar Intelligence Index 93/100 | $1.1B | 3 mo ago | 497 497 → 406 (-18%) · sector median +34% | Christopher Re Co-Founder | Apple iCloud MailGoogle WorkspaceNode.js+32 | 12 signals ▲1100% Funding · M&A · Announcements | 589 patents Reconfigurable AI accelerator hardware for high‑bandwidth, dataflow‑optimized neural network processing | — |
| 3 | Groq 🦄 Provider of AI inference platforms and on-premise AI inference clusters 96Funding top 15%Patents top 16%Innovation top 17%Tech top 18% All 12 signals ▾Fundingtop 15% Patentstop 16% Innovationtop 17% Techtop 18% AItop 18% Partnerstop 21% Moattop 22% Growthtop 23% Newstop 23% Markettop 29% Talenttop 34% Globalbottom 42% Funding: Raised $1.0B across 5 rounds · 5 rounds over 10 yrs (0.5/yr) Patents: 240 patents matched (strict assignee match) · 157 filings since 2022 vs 83 in 2017-21 rank vs industry peers · Fliar Intelligence Index 96/100 | $1.0B | 9 mo ago | 165 165 → 313 (+90%) · sector median +34% | Jonathan Ross CEO | AlgoliaNode.jsRadix UI+31 | 28 signals ▲133% Funding · Contracts · Capital raise | 240 patents Hardware and software techniques for high‑performance tensor/AI accelerator design and reliability. | — |
| 4 | Lightmatter 🦄 Developer of photonic interconnects and co-packaged optics for AI infrastructure 87Patents top 10%Funding top 17%Innovation top 18%AI top 18% All 11 signals ▾Patentstop 10% Fundingtop 17% Innovationtop 18% AItop 18% Moattop 22% Talenttop 28% Markettop 40% Techtop 40% Growthtop 43% Globalbottom 42% Newsbottom 21% Patents: 393 patents matched (strict assignee match) · 297 filings since 2022 vs 96 in 2017-21 Funding: Raised $850M across 8 rounds · 8 rounds over 9 yrs (0.9/yr) rank vs industry peers · Fliar Intelligence Index 87/100 | $850M | 20 mo ago | 137 | Darius Bunandar Co-Founder | WordPressApple iCloud MailGoogle Workspace+19 | — | 393 patents Patents concentrated in computing, sensing & instrumentation | 1 internship · 1 partnership · 1 award |
| 5 | Cerebras 🦄 Provider of high-performance AI infrastructure and wafer-scale computing solutions 96Funding top 10%Tech top 17%News top 18%Growth top 20% All 10 signals ▾Fundingtop 10% Techtop 17% Newstop 18% Growthtop 20% Talenttop 23% Moattop 26% AItop 30% Partnerstop 32% Markettop 33% Globaltop 42% Funding: Raised $750M across 9 rounds · 9 rounds over 10 yrs (0.9/yr) Tech: 44 technologies across 6/8 capability areas · Cloud: Cloudflare, Vercel rank vs industry peers · Fliar Intelligence Index 96/100 | $750M | 2 mo ago | — | Michael James Co-Founder | SanityTurbopackNode.js+25 | 10 signals ▲67% IPO · Contracts · Funding | — | 1 launch |
| 6 | Conexant DSP, analog and mixed signal solutions for audio and imaging applications | $650M | 181 mo ago | 398 | — | — | — | 60 patents Network interface controllers and MAC-layer communication protocols for wired and wireless data links | — |
| 7 | Unconventional AI 🦄 Developer of computer systems optimizing energy efficiency for artificial intelligence 69Funding top 22%Talent top 28%Moat top 32%Market top 44% All 7 signals ▾Fundingtop 22% Talenttop 28% Moattop 32% Markettop 44% AItop 45% Techbottom 46% Globalbottom 33% Funding: Raised $475M across 1 rounds · 1 rounds over 1 yrs (1.0/yr) Talent: 3 named leaders on record · 3 C-suite/founder profiles curated rank vs industry peers · Fliar Intelligence Index 69/100 | $475M | 6 mo ago | — | Sara Achour Co-Founder | WordPressApple iCloud MailMySQL+18 | — | — | 1 launch · 2 awards |
| 8 | Celestial AI Developer of optical interconnect technology for artificial intelligence infrastructure systems 83Funding top 21%Innovation top 25%Growth top 25%Patents top 25% All 12 signals ▾Fundingtop 21% Innovationtop 25% Growthtop 25% Patentstop 25% Moattop 26% Newstop 27% AItop 30% Talenttop 38% Partnerstop 40% Techtop 44% Markettop 48% Globalbottom 39% Funding: Raised $370M across 6 rounds · 6 rounds over 5 yrs (1.2/yr) Innovation: 190 patents (top 25% of patent-holders) · 190 filings since 2022 vs 0 in 2017-21 rank vs industry peers · Fliar Intelligence Index 83/100 | $370M | 15 mo ago | 100 | Preet Virk Co-Founder | Cart FunctionalitySquarespace CommerceSquarespace+18 | 14 signals ▲180% M&A · Contracts · Capital raise | 190 patents Patents concentrated in electrical & electronics | — |
| 9 | Ampere Computing Platform offering of cloud-native processors | $340M | 51 mo ago | 511 | — | Apple iCloud MailMicrosoft 365TypeScript+20 | 3 signals ▼67% M&A · Contracts · Acquisition | 209 patents High‑performance server CPU cache, memory prefetch, and virtualization acceleration technologies. | — |
| 10 | SiMa.ai Developer of hardware and software platform for physical artificial intelligence 69Funding top 15%AI top 22%Moat top 31%Partners top 32% All 12 signals ▾Fundingtop 15% AItop 22% Moattop 31% Partnerstop 32% Talenttop 38% Techtop 41% Markettop 45% Producttop 45% Growthtop 47% Newstop 49% Innovationbottom 48% Globalbottom 37% Funding: Raised $330M across 7 rounds · 7 rounds over 6 yrs (1.2/yr) AI: Classified as an AI company · Product described with: artificial intelligence, computer vision, machine learning rank vs industry peers · Fliar Intelligence Index 69/100 | $330M | 2 mo ago | 161 | Krishna Rangasayee Founder and CEO | WordPressApple iCloud MailGoogle Workspace+27 | 4 signals ▼43% Funding · Capital raise | — | 2 launchs · 2 partnerships |
| 11 | Pensando Systems Provider of software-defined edge services platform | $313M | 58 mo ago | 233 | — | — | — | 286 patents Accelerating network functions with hardware‑offloaded service state replication and packet processing | — |
| 12 | Nvidia Developer of hardware and software solutions for artificial intelligence computing | $295M | 36 mo ago | 29,600 29,600 → 50,264 (+70%) · sector median +34% | — | Apple iCloud MailMicrosoft 365TypeScript+38 | 640 signals ▲33% Earnings · Announcements · Contracts | 17,098 patents GPU-accelerated AI computing and advanced liquid cooling solutions for data centers | 2 partnerships |
| 13 | Ambiq Provider of AI-based system-on-chips for IoT applications 64Funding top 25%Growth top 25%News top 28%Moat top 31% All 10 signals ▾Fundingtop 25% Growthtop 25% Newstop 28% Moattop 31% Markettop 43% AItop 45% Techbottom 49% Fin. healthbottom 45% Talentbottom 40% Globalbottom 39% Funding: Raised $288M across 19 rounds · 19 rounds over 16 yrs (1.2/yr) rank vs industry peers · Fliar Intelligence Index 64/100 | $288M | 33 mo ago | 250 | Scott Hanson Founder & CTO | WordPressApple iCloud MailMicrosoft 365+17 | 15 signals ▲1400% IPO · Earnings · Funding | — | 6 job openings |
| 14 | D-Wave Developer and delivery of quantum computing systems, software, and services | $256M | 63 mo ago | 222 | Haig Farris Co-Founder | RubyRuby on RailsEnvoy+23 | 12 signals ▲50% Earnings · Leadership · Funding | 24 patents Advanced antenna designs and distributed wireless network performance optimization | 1 launch |
| 15 | Eridu AI Developer of data center infrastructure technology for artificial intelligence acceleration 67Funding top 18%Growth top 20%Talent top 28%Tech top 45% All 10 signals ▾Fundingtop 18% Growthtop 20% Talenttop 28% Techtop 45% AItop 45% Patentstop 46% Innovationtop 49% Moatbottom 49% Globalbottom 37% Marketbottom 34% Funding: Raised $230M across 2 rounds · 2 rounds over 1 yrs (2.0/yr) Growth: Web rank 50,000,000 → 5,000,000 YoY · Fresh capital in last 24 mo rank vs industry peers · Fliar Intelligence Index 67/100 | $230M | 3 mo ago | — | Mike Capuano Co-Founder | WordPressMySQLPHP+25 | — | 6 patents Patents concentrated in electrical & electronics | 1 award |
| 16 | Kneron 🦄 Developer of edge artificial intelligence solutions including SoCs and AI models | $226M | 32 mo ago | 38 38 → 92 (+142%) · sector median +34% | Frank Chang Co-Founder | Cart FunctionalitynopCommerceSentry+14 | — | 77 patents Edge AI inference accelerators using compute-in-memory and residue number systems | 1 partnership |
| 17 | Rigetti Computing Developer of an AI-powered full-stack quantum computing solution based on superconducting qubits 78Product top 14%Partners top 15%Tech top 21%Innovation top 25% All 13 signals ▾Producttop 14% Partnerstop 15% Techtop 21% Innovationtop 25% Fundingtop 25% Talenttop 28% Newstop 30% AItop 45% Markettop 46% Moattop 48% Growthtop 49% Fin. healthtop 49% Globalbottom 39% Product: 5 distinct product lines · Company stage: Public Partners: 7 contract events in 12 mo · Named contractor/client in 7 deals rank vs industry peers · Fliar Intelligence Index 78/100 | $198M | 13 mo ago | 145 145 → 198 (+37%) · sector median +34% | — | DrupalApple iCloud MailGoogle Workspace+23 | 26 signals ▲100% Earnings · Contracts · Funding | — | — |
| 18 | Avalanche Technology Leading provider of advanced memory solutions for extreme environments | $190M | 68 mo ago | 53 | — | BreakdanceWordPressMySQL+21 | — | 604 patents Magnetic nonvolatile memory devices, dual-layer cells, selectors, and packaging solutions | — |
| 19 | Mythic Developer of analog compute-in-memory solutions for artificial intelligence inference acceleration 67Funding top 17%AI top 25%Patents top 37%News top 37% All 11 signals ▾Fundingtop 17% AItop 25% Patentstop 37% Newstop 37% Innovationtop 43% Moattop 44% Markettop 47% Growthtop 47% Techtop 47% Talentbottom 49% Globalbottom 42% Funding: Raised $178M across 9 rounds · 9 rounds over 10 yrs (0.9/yr) AI: Classified as an AI company · Holds AI/ML patents (G06N-family CPC) rank vs industry peers · Fliar Intelligence Index 67/100 | $178M | 6 mo ago | 360 | Dave Fick CTO & Co-Founder | WordPressApple iCloud MailGoogle Workspace+25 | 3 signals Funding | 104 patents Patents concentrated in computing, sensing & instrumentation | — |
| 20 | Recogni Developer of systems and silicon for generative artificial intelligence inference | $176M | 27 mo ago | 25 | Gilles Backhus Co-Founder | — | — | 95 patents Patents concentrated in computing, sensing & instrumentation | 1 launch |
| 21 | d-Matrix 🦄 Developers of digital-in memory compute engine for efficient AI processing 89Patents top 12%Innovation top 17%Growth top 19%Funding top 20% All 11 signals ▾Patentstop 12% Innovationtop 17% Growthtop 19% Fundingtop 20% Moattop 22% Newstop 25% AItop 30% Talenttop 38% Techtop 43% Markettop 46% Globaltop 49% Patents: 271 patents matched (strict assignee match) · 95 filings since 2022 vs 45 in 2017-21 Innovation: 271 patents (top 20% of patent-holders) · 95 filings since 2022 vs 45 in 2017-21 rank vs industry peers · Fliar Intelligence Index 89/100 | $154M | 7 mo ago | 66 | Sudeep Bhoja Founder and CTO | WordPress Block EditorWordPressMySQL+26 | 5 signals Funding · M&A | 266 patents Patents concentrated in health & consumer products | 2 awards |
| 22 | Crossbar Non-volatile RRAM memory technology 42Moat top 19%Funding top 26%Patents top 27%Innovation top 33% All 7 signals ▾Moattop 19% Fundingtop 26% Patentstop 27% Innovationtop 33% Marketbottom 46% Globalbottom 43% Techbottom 15% Moat: Editorial + unicorn rating 8/10 · IP moat: 561 patents Funding: Raised $136M across 7 rounds · 7 rounds over 14 yrs (0.5/yr) rank vs industry peers · Fliar Intelligence Index 42/100 | $136M | 31 mo ago | 57 | — | — | — | 561 patents Secure hardware crypto wallets and PUF‑based authentication using RRAM memory. | — |
| 23 | Cornami Provider of AI-powered microprocessors for parallel computing applications 76Growth top 13%Funding top 19%AI top 26%Moat top 28% All 9 signals ▾Growthtop 13% Fundingtop 19% AItop 26% Moattop 28% Innovationtop 30% Patentstop 30% Globalbottom 42% Marketbottom 38% Techbottom 34% Growth: Headcount 15 → 36 (+140%) across vintages · Fresh capital in last 24 mo Funding: Raised $133M across 15 rounds · 15 rounds over 14 yrs (1.1/yr) rank vs industry peers · Fliar Intelligence Index 76/100 | $133M | 10 mo ago | 36 36 → 39 (+8%) · sector median +34% | — | — | — | 95 patents Hardware acceleration for homomorphic encryption and secure parallel processing architectures | — |
| 24 | Etched Provider of specialized hardware for artificial intelligence designed to accelerate specific model types… | $125M | 23 mo ago | 16 | Gavin Uberti Co-Founder & CEO | Apple iCloud MailGoogle WorkspaceNode.js+13 | — | 10 patents Hardware acceleration of AI models via ASIC compilation and multi-chip tensor processing | — |
| 25 | Syntiant Provider of neural processing units for edge computing applications | $121M | 33 mo ago | 95 | Kurt Busch CEO | Cart FunctionalitySquarespace CommerceSquarespace+17 | — | 109 patents Ultra‑low‑power neuromorphic AI chips for edge audio and sensor inference. | 2 launchs · 1 partnership |
| 26 | Quantum Circuits Develops quantum computers using superconducting quantum circuits | $105M | 22 mo ago | 20 20 → 26 (+30%) · sector median +34% | Michel Devoret Co-Founder & CSO | WordPressMySQLPHP+19 | — | 10 patents Quantum photonic entangling gates, cryogenic‑room‑temp interfaces, and qubit resistive attenuators. | — |
| 27 | Empower Semiconductor Developer of novel on-chip power management architecture 60Patents top 19%Innovation top 22%Funding top 25%Moat top 35% All 9 signals ▾Patentstop 19% Innovationtop 22% Fundingtop 25% Moattop 35% Talenttop 35% Newstop 40% Techtop 50% Globalbottom 43% Marketbottom 35% Patents: 153 patents matched (strict assignee match) · 111 filings since 2022 vs 41 in 2017-21 Innovation: 153 patents (top 30% of patent-holders) · 111 filings since 2022 vs 41 in 2017-21 rank vs industry peers · Fliar Intelligence Index 60/100 | $75M | 8 mo ago | 42 | Tim Phillips CEO & President | WordPressMySQLPHP+25 | 3 signals Funding · Capital raise | 153 patents Advanced high‑voltage switched‑capacitor and reconfigurable DC‑DC power conversion | 1 award |
| 28 | iDEAL Semiconductor Manufacturer of low powered-microprocessors | $75M | 37 mo ago | 50 | Michael Burns Co-Founder | WordPressMySQLPHP+22 | — | — | 1 job opening · 4 launchs |
| 29 | MangoBoost Developer of data processing unit solutions for scalable data centers 64AI top 20%Funding top 23%Talent top 28%Moat top 39% All 10 signals ▾AItop 20% Fundingtop 23% Talenttop 28% Moattop 39% Patentstop 43% Innovationtop 44% Techtop 44% Globalbottom 43% Marketbottom 38% Newsbottom 18% AI: Classified as an AI company Funding: Raised $65.5M across 3 rounds · 3 rounds over 4 yrs (0.8/yr) rank vs industry peers · Fliar Intelligence Index 64/100 | $66M | 5 mo ago | 60 | Jun-ki Park Co-Founder & COO & CFO | SanityNode.jsNextAuth.js+17 | — | 7 patents Patents concentrated in computing, sensing & instrumentation | 1 partnership |
| 30 | Analog Inference Analog Inference is a provider of AI inference accelerators | $50M | 36 mo ago | 45 | Carey Kloss CEO | — | — | — | — |
| 31 | Quadric IO Developer of AI processor IP and related software development tools 57AI top 20%Product top 25%Funding top 26%Moat top 32% All 11 signals ▾AItop 20% Producttop 25% Fundingtop 26% Moattop 32% Newstop 33% Talenttop 35% Innovationtop 37% Patentstop 44% Techbottom 48% Globalbottom 39% Marketbottom 29% AI: Classified as an AI company Product: 12 distinct product lines · Company stage: Series C rank vs industry peers · Fliar Intelligence Index 57/100 | $46M | 5 mo ago | 20 | Veerbhan Kheterpal Co-Founder & CEO | WordPressMySQLPHP+20 | 4 signals Capital raise · Leadership | 60 patents On-chip configurable mesh interconnects for high‑throughput AI/ML compute acceleration | 1 expansion |
| 32 | EnCharge Developer of hardware and software for edge-to-cloud artificial intelligence compute | $45M | 16 mo ago | 35 | Echere Iroaga Co-Founder | WebflowAmazon Web ServicesMicrosoft 365+12 | — | 14 patents Configurable analog-to-digital converters and high‑throughput in‑memory computing arrays | 1 job opening · 1 award |
| 33 | MemryX Provider of neural network inference chips | $44M | 13 mo ago | 46 | Keith Kressin Chief Executive Officer | WordPressMySQLPHP+22 | 7 signals ▲600% Announcements | 50 patents Patents concentrated in computing, sensing & instrumentation | — |
| 34 | Rain Developer of energy efficient hardware for artificial intelligence applications | $40M | 24 mo ago | 7 | Juan Nino Co-Founder | Cart FunctionalitySquarespace CommerceSquarespace+13 | — | — | — |
| 35 | Expedera Provider of AI accelerators | $38M | 26 mo ago | 13 | Sharad Chole Co-Founder | WordPressMySQLPHP+27 | — | 48 patents Hardware-accelerated neural network and matrix processing for image warping and scalable ML. | 1 award |
| 36 | DeGirum Developer of an AI platform, software, and hardware acceleration solutions 57AI top 30%Funding top 35%Growth top 35%Talent top 38% All 10 signals ▾AItop 30% Fundingtop 35% Growthtop 35% Talenttop 38% Techtop 39% Patentstop 41% Innovationtop 43% Moattop 47% Globalbottom 35% Marketbottom 28% AI: Classified as an AI company · Product described with: artificial intelligence Funding: Raised $37.2M across 6 rounds · 6 rounds over 6 yrs (1.0/yr) rank vs industry peers · Fliar Intelligence Index 57/100 | $37M | 11 mo ago | — | Shashi Chilappagari Co-Founder | GitBookNode.jsRadix UI+14 | — | 63 patents High‑performance matrix multiplication hardware and ring‑network interconnects for AI accelerators | — |
| 37 | Lightelligence Developer of optical chips and software solutions for artificial intelligence based computing 78AI top 20%Talent top 22%Funding top 28%Patents top 31% All 11 signals ▾AItop 20% Talenttop 22% Fundingtop 28% Patentstop 31% Moattop 32% Innovationtop 34% Growthtop 35% Markettop 46% Globalbottom 45% Newsbottom 42% Techbottom 41% AI: Classified as an AI company · Holds AI/ML patents (G06N-family CPC) Talent: Analyst team rating 5/5 · 3 named leaders on record rank vs industry peers · Fliar Intelligence Index 78/100 | $37M | 9 mo ago | 200 | John Joannopoulos Co-Founder | Apple iCloud MailMicrosoft 365Tengine+10 | — | 49 patents Photonic processors and optoelectronic computing hardware for high‑speed AI acceleration | — |
| 38 | Seeqc Provider of system-on-chips for quantum computing applications | $34M | 14 mo ago | 13 | — | Craft CMSPleskPHP+10 | — | 87 patents Superconducting quantum processors, SFQ control/readout, cryogenic memory, quantum‑classical integration | 1 partnership · 1 award |
| 39 | Tachyum Provider of HPC processors 64Talent top 22%AI top 26%Moat top 28%Funding top 35% All 11 signals ▾Talenttop 22% AItop 26% Moattop 28% Fundingtop 35% Patentstop 38% Innovationtop 42% Newstop 42% Growthtop 45% Techbottom 48% Globalbottom 48% Marketbottom 42% Talent: Analyst team rating 5/5 · 3 named leaders on record AI: Classified as an AI company · Product described with: deep learning, neural network rank vs industry peers · Fliar Intelligence Index 64/100 | $25M | 7 mo ago | 43 | Rodney Mullendore Co-Founder | HugoTailwind CSSLazySizes+12 | — | 28 patents High-performance CPU memory interface design and instruction encoding optimization | — |
| 40 | Inspire Semiconductor Developer of AI and blockchain-based semiconductor ICs 42AI top 20%Funding top 31%Growth top 47%News top 49% All 8 signals ▾AItop 20% Fundingtop 31% Growthtop 47% Newstop 49% Talentbottom 49% Techbottom 48% Globalbottom 32% Marketbottom 24% AI: Classified as an AI company Funding: Raised $24.7M across 8 rounds · 8 rounds over 4 yrs (2.0/yr) rank vs industry peers · Fliar Intelligence Index 42/100 | $25M | 13 mo ago | 17 | Ron Dell CEO | WordPress Block EditorDiviWordPress+27 | 4 signals ▼43% Announcements · Regulatory | — | 3 job openings |
| 41 | Aspinity Developer of analog processing semiconductors for AI-driven event detection and classification | $22M | 25 mo ago | 25 | — | WordPressMySQLPHP+18 | — | 33 patents Analog compute-in-memory and low-power analog processing for automotive sensing and neural AI | — |
| 42 | Efficient Computer Programmable processor architecture for computers | $16M | 7 mo ago | 12 | Brandon Lucia Co-Founder & CEO | WebflowApple iCloud MailGoogle Workspace+17 | — | — | 4 launchs |
| 43 | GRAID Provider of raid controllers for enterprise data security solutions 40Funding top 32%Tech top 37%Growth top 45%Moat top 48% All 7 signals ▾Fundingtop 32% Techtop 37% Growthtop 45% Moattop 48% Talentbottom 49% Globalbottom 36% Marketbottom 32% Funding: Raised $15.0M across 2 rounds · 2 rounds over 4 yrs (0.5/yr) Tech: 41 technologies across 5/8 capability areas · Cloud: Cloudflare rank vs industry peers · Fliar Intelligence Index 40/100 | $15M | 15 mo ago | 11 | Leander Yu CEO | WordPress Block EditorWordPressApple iCloud Mail+29 | — | — | 1 award |
| 44 | Hypres Superconductor ICs and systems for government and commercial applications | $14M | 13 mo ago | 35 35 → 29 (-17%) · sector median +34% | Richard Hitt CEO & President | — | — | 180 patents Patents concentrated in electrical & electronics | — |
| 45 | Neurophos Platform that deliver GPU-level performance in a compact, energy-efficient form using optical computing and… 48AI top 18%Patents top 34%Innovation top 35%Funding top 37% All 9 signals ▾AItop 18% Patentstop 34% Innovationtop 35% Fundingtop 37% Moattop 38% Techtop 50% Talentbottom 49% Globalbottom 46% Marketbottom 21% AI: Classified as an AI company · Holds AI/ML patents (G06N-family CPC) Patents: 21 patents matched (strict assignee match) · 18 filings since 2022 vs 3 in 2017-21 rank vs industry peers · Fliar Intelligence Index 48/100 | $10M | 6 mo ago | 5 | Patrick Bowen Co-Founder & CEO | WixSentryApple iCloud Mail+13 | — | 21 patents Optical analog computing hardware using metasurfaces and tunable liquid‑crystal metamaterials | — |
| 46 | Lemurian Labs Developer of software stack designed to run AI workloads on hardware 48AI top 20%Growth top 35%Funding top 40%Tech bottom 45% All 8 signals ▾AItop 20% Growthtop 35% Fundingtop 40% Techbottom 45% Globalbottom 39% Moatbottom 38% Marketbottom 28% Newsbottom 19% AI: Classified as an AI company Growth: Fresh capital in last 24 mo rank vs industry peers · Fliar Intelligence Index 48/100 | $9M | 6 mo ago | 24 | — | Webflow EcommerceWebflowGSAP+10 | — | — | 3 job openings |
| 47 | EeroQ Provider of gate-based quantum processor chips for universal quantum computers | $7M | 6 mo ago | 17 | Johannes Pollanen Co-Founder | WordPressMySQLPHP+21 | — | — | — |
| 48 | MemComputing Reinventing computing with innovative solutions for complex problems and AI | $3M | 6 mo ago | 9 | Massimiliano Di Ventra Co-Founder | WordPress Block EditorElementorWordPress+23 | — | 19 patents Patents concentrated in computing, sensing & instrumentation | — |
| 49 | ANAFLASH Provider of nonvolatile reflex computing enabler | $3M | 18 mo ago | 11 | Seung-Hwan Song Co-Founder & CEO | Webflowcore-jsjQuery+9 | — | 88 patents Patents concentrated in computing, sensing & instrumentation | — |
| 50 | CyberSwarm Provider of solutions for cyberattack 37AI top 25%Moat top 25%Patents top 28%Innovation top 32% All 10 signals ▾AItop 25% Moattop 25% Patentstop 28% Innovationtop 32% Producttop 36% Talentbottom 49% Fundingbottom 45% Techbottom 45% Globalbottom 43% Marketbottom 16% AI: Classified as an AI company · Holds AI/ML patents (G06N-family CPC) Moat: Editorial + unicorn rating 7/10 · IP moat: 29 patents rank vs industry peers · Fliar Intelligence Index 37/100 | $1M | 1 mo ago | 6 | Raneti Mihai Founder & CEO | — | — | 29 patents Neuromorphic hardware and training methods for AI pattern recognition systems | — |
Top 12 Digital ICs companies in United States
#1
Cerebras 🦄Public · Sunnyvale, California · founded 2015$750Mraised▾
Provider of high-performance AI infrastructure and wafer-scale computing solutions. It leverages proprietary wafer-scale processor technology to power generative AI, real-time reasoning, conversational AI, and intelligent agent workflows with significantly higher speed and efficiency than traditional GPU-based systems. Its offerings support cloud, on-premise, and private deployment environments, enabling organizations to build, fine-tune, and serve large AI models at scale while optimizing performance, latency, and infrastructure costs.
- Apr 2026Conventional Debt$850M
- Feb 2026Series H$1B
- Sep 2025Series G$1.1B
- Jan 2025Grant (prize money)$1.6M
#2
Series E · Palo Alto, California · founded 2017 · 497 employees$1.1Braised▾
Provider of AI-powered software and hardware. The platform offers a suite of generative AI systems for enterprises and government organizations. Its suite includes ChatGPT chatbots designed for banks, law firms, healthcare providers, and other sectors.
- Feb 2026Series E$350M
- Apr 2021Series D$676M
- Feb 2020Series C$250M
- Apr 2019Series B$150M
#3
Series C · San Jose, California · founded 2018 · 161 employees$330Mraised▾
Developer of hardware and software platform for physical artificial intelligence. The company offers a machine learning system-on-chip, boards, and development kits. The hardware and software are designed for robotics, automotive, industrial, government, retail, and healthcare sectors. The company's platform supports computer vision, large language models, and multimodal models.
- Apr 2026Series C—
- Aug 2025Series C$85M
- Apr 2024Series B$70M
- Jun 2023Series B$13M
#4
Groq 🦄Series E · San Jose, California · founded 2016 · 165 employees$1Braised▾
Provider of AI inference platforms and on-premise AI inference clusters. It develops inference-specific LPUs and offers GroqCloud, a platform for AI inference. It also provides GroqRack, an on-premise AI inference cluster for data centers. The company focuses on delivering consistent performance at scale with its custom-built LPU architecture.
- Sep 2025Series E$750M
- Aug 2024Series D$640M
- Apr 2021Series C$300M
- Aug 2020Series B—
#5
Series A · Saratoga, California · founded 2023$230Mraised▾
Developer of data center infrastructure technology for artificial intelligence acceleration. The company focuses on overcoming infrastructure barriers that limit compute performance. It aims to deliver new levels of intelligence with reduced power consumption and cost. The company innovates at artificial intelligence scale.
- Mar 2026Series A$200M
- Seed$30M
#6
Seed · San Diego, California · founded 2025$475Mraised▾
Developer of computer systems optimizing energy efficiency for artificial intelligence. The company focuses on rethinking computer foundations to manage the optimization. It combines solutions in artificial intelligence systems, analog circuits, computing theory, and neuroscience. The company aims to bring biology-scale efficiency to artificial intelligence.
- Dec 2025Seed$475M
#7
Series D · Austin, Texas · founded 2012 · 360 employees$178Mraised▾
Developer of analog compute-in-memory solutions for artificial intelligence inference acceleration. The company provides processors and cards designed for power-efficient AI at the edge. Its technology aims to eliminate memory bottlenecks, enabling new AI applications. The products target sectors including robotics, security, and consumer devices.
- Dec 2025Series D$125M
- Mar 2023Series C$13M
- May 2021Series C$70M
- May 2019Series B$3M
#8
d-Matrix 🦄Series C · Los Altos, California · founded 2019 · 66 employees$154Mraised▾
Developers of digital-in memory compute engine for efficient AI processing. It overcomes the memory wall and improves performance and efficiency. D-matrix has a holistic platform for AI compute. They target datacenters for deploying machine learning models.
- Nov 2025Series C$275M
- Sep 2023Series B$110M
- Apr 2022Series A$44M
#9
Series B · Bellevue, Washington · founded 2022 · 60 employees$65.5Mraised▾
Developer of data processing unit solutions for scalable data centers. The company provides hardware and software products customized for data center needs. Its offerings include NVMe/TCP initiators, GPU over RDMA solutions, and AI inference servers. The company's solutions aim to optimize data flow, reduce costs, and improve infrastructure performance.
- Dec 2025Series B$6.9M
- Oct 2023Series A$55M
- May 2022Seed$10.5M
#10
Series C · Burlingame, California · founded 2016 · 20 employees$46Mraised▾
Developer of AI processor IP and related software development tools. The company provides licensable processor IP designed for end-to-end inference applications. Its unified toolchain supports various chip lines, offering flexibility for new operators and model architectures. The software simplifies code streams without partitioning across accelerators.
- Jan 2026Series C$30M
- Dec 2022Conventional Debt—
- Dec 2022Series B$10M
- Mar 2022Series B$21M
#11
Public · Boise, Idaho · founded 1978 · 9865 employees$1.3Braised▾
Manufacturer of memory and storage solutions for various applications. The company provides components, modules, and managed NAND for data centers, client PCs, mobile devices, and automotive and industrial sectors. It offers design tools, technical documentation, and software for its products. The company also provides customer and sales support.
- Dec 2024Grant (prize money)$6.2B
#12
Series D · Santa Clara, California · founded 2012 · 36 employees$132.9Mraised▾
Provider of AI-powered microprocessors for parallel computing applications. Its multi-core technology uses heterogeneous cores in highly concurrent and parallel manners. It accelerates the performance using its TruStream computing as a fabric on its ultra-high core density, ultra-high memory bandwidth data centre chip and reduces latency and power slashing operational costs. It finds applications in fields like big data, machine learning, and finance applications.
- Jul 2025Series D$1.4M
- Dec 2024Series D$59.9M
- Jul 2024Series C$8.4M
- Apr 2023Series C$13.3M
Funding & investor landscape
Notable founders
Market landscape — 10 sub-themes by coverage
Share of Digital ICs coverage by sub-theme.
Regulatory-risk over time rising
Funding & growth over time
funding rising · growth rising
How research on Semiconductors is moving in the United States
A read on the academic research around Semiconductors — which themes are gaining ground, the institutions and researchers driving them, and how the tone is shifting. Based on 8,739 United States-affiliated papers.
- Georgia Institute of Technology489
- IMEC343
- Intel325
- Purdue University West Lafayette218
- Industrial Technology Research Institute177
- Photonics56→121
- Photonic integrated circuit49→81
- Artificial neural network3→29
- Detector25→48
- Scalability53→73
- Photonics45→59
- Artificial neural network2→14
- Rapid single flux quantum2→12
- Detector20→29
- Image sensor2→11
- Photonics10→28
- Hardware security module6→13
- Thermal10→16
- Automotive industry2→8
- Photonic integrated circuit9→14
Where semiconductors is researched across United States
Location clusters by institution affiliation — each city's volume, stance tone, and a quick read on its hot topic, what's advancing, the opening opportunity, and the main concern.
Who's filing semiconductors patents in the United States
United States semiconductors patent filing is cooling — 112,775 filings from 8,000 assignees (2016–2025), led by IBM, Applied Materials, Intel; annual filings 11572→7675.
- IBM19691
- Applied Materials13119
- Intel11689
- Micron Technology10011
- Texas Instruments4804
- LAM RES4667
- Sandisk Technologies3051
- Qualcomm2897