Sam Awrabi

At Normal, were rewriting AI foundations to advance the frontier of reasoning and reliability in the physical world. We are tackling problems across semiconductors and industrials with a mix of interdisciplinary approaches across the full stack: from probabilistic software infrastructure and algorithms to hardware and physics, enabling AI that can reason and understand its own limits. We understand that our technology is only as powerful as the people behind it. Every employee drives significant impact within our products, often working directly with customers and embedding across our tightly-knit team. Our team members are driven by curiosity and passion for solving some of the most challenging problems in the world of atoms. Normal was founded in 2022 by engineers and scientists that pioneered industry-leading Physics + ML tools for next-gen AI at Google Brain and Google X.

USD.AI provides AI infrastructure operators with strategic, non-dilutive financing needed to achieve scale in high-performance compute.
 To-date, USD.AI has announced $1.2bn in GPU-backed financing facilities, with over $500m in H1 2026 closings and $2bn in total pipeline. USD.AIs debt instruments have traded over $10bn in secondary volume. The company was founded in 2021 and has raised $45M in venture funding to-date, from backers such as Coinbase, Framework Ventures, Fintech Collective, Bullish, Dragonfly and others.

Introducing Autonomous, an AI-native wealth strategist that brings elite strategies used by the ultra-wealthy, now available to everyone at 0% advisory fees.

Parasail is the first AI Deployment Network built for the new era of open and scalable AI. We connect teams to the world’s largest pool of on-demand GPU compute—giving AI builders fast, flexible, and cost-efficient infrastructure to deploy and scale models without contracts, quotas, or cloud complexity. From real-time inference to massive batch jobs, Parasail intelligently matches workloads across a global GPU network, optimizing for performance, price, and geography. No DevOps burden, no vendor lock-in—just plug-and-play access to high-performance infrastructure that works with the latest open-source models and evolving AI stacks. Companies like Weights & Biases, Elicit, Rasa, Everpilot, and Oumi are already building faster and saving up to 30x on costs with Parasail. The future of AI deployment isn’t a single cloud. It’s a global compute network. Parasail is making that future a reality. 🔗 www.parasail.io

Examen is the AI platform for CRE asset managers. We capture your portfolio’s data, extract key terms automatically, and generate property and portfolio reports in minutes. We turn weeks of manual analysis into instant insights.

Argentum AI (AAI) is an open, human-centric marketplace for computing power, enhanced by artificial intelligence for efficiency and fairness.

Falcomm is a fabless semiconductor company focused on redefining power amplifier efficiency. We design and develop advanced power amplifiers and integrated front-end modules for wireless communication, satellite systems, and defense applications. Power amplifier technology has seen little innovation for decades. Falcomm is changing that. Our proprietary architecture, developed at Georgia Tech, delivers a breakthrough in solid-state RF power amplification, significantly improving energy efficiency. The Falcomm team brings over 20 years of combined experience in semiconductor design for high-impact applications, including wireless communication and radar. We are building a more connected and power-efficient future through cutting-edge RF technology.

SpiNNcloud is a deep-tech company building next-generation compute infrastructure for AI and high-performance computing. We design the full stack, from custom silicon to supercomputer- and datacenter-scale systems. Centered on sparsity and integrated across silicon, systems, and software, our architecture is built to accelerate AI inference and deliver step-change performance and efficiency gains for HPC workloads. As brute-force dense scaling reaches practical limits, SpiNNcloud is advancing sparsity-driven architectures capable of unlocking orders-of-magnitude improvements. Our goal is to deliver breakthrough compute infrastructure for the next generation of AI and HPC.

AnalogAI is revolutionizing AI computing with breakthrough technology that delivers up to 10,000x better performance and power efficiency than conventional AI chips. Our new synaptic device and co-optimized algorithm eliminate the limitations of traditional analog in-memory computing (AIMC), enabling large AI models to run on mobile and edge devices with unprecedented efficiency. From Seoul to Silicon Valley, were building the next generation of AI semiconductors to supercharge artificial intelligence for limitless possibilities.

Aravolta provides data center infrastructure management (DCIM) software, as well as digital twins, regulatory reporting, and autonomous control for data centers.

The Biological Computing Co. (TBC) is harnessing the brains intelligence to redefine computing. We use real neurons to make frontier AI models more stable, scalable and efficient as well as help shape what comes after language and transformers.

Legal professionals spend up to 70% of their time on repetitive, low-value tasks. Lexroom provides them with the superpowers to change that. Our AI-powered platform enables lawyers to transform hours of time-consuming legal research into seconds, generating high-quality drafts and practical answers backed by trusted, institutional legal sources. Designed in collaboration with top-tier law firms (GOP, Ichino Brugnatelli, GPBL), Lexroom.ai seamlessly integrates into the daily workflow of lawyers, helping them focus on strategic, value-adding activities. Available today for Civil Law, Commercial Law, Privacy, Banking, Labour Law, Tax, Public, Criminal, Family, IP Law and more. Lexroom is redefining the way lawyers work—one regulation at a time. 🚀

Finalis’ commitment to redefining the capital markets through innovation has made it the world’s fastest-growing dealmaking platform. The Finalis platform supercharges independent investment bankers, placement agents, and M&A advisors globally. Finalis’ Deal Engine automates and accelerates every aspect of the deal life-cycle from start to finish on their deal life-cycle: from Execute, to Connect, through Payments with the market’s most attractive rates, resulting in substantial cost savings for our partners which leverage a growing global network of over 600 bankers. With Finalis Execute, customers effortlessly streamline dealmaking processes using cutting-edge, compliant, and technology-driven workflows, ensuring efficiency and accuracy throughout the entire deal lifecycle. With Finalis Connect, customers gain access to the industry’s fastest-growing network of professionals, including investment bankers, placement agents, M&A advisors, funds, and companies actively seeking new opportunities in the capital markets. With Payments, customers access a custom-built solution that delivers secure wire tracking, same-day processing, and expert regulatory compliance monitoring. Together, these solutions provide customers with unparalleled leverage and confidence in executing capital markets transactions. Launched in 2020 and growing rapidly, the SF- and NYC-based firm is on a mission to power dealmakers by building the world’s largest dealmaking platform.

Positron delivers vendor freedom and faster inference for both enterprises and research teams, by allowing them to use hardware and software explicitly designed from the ground up for generative and large language models (LLMs). Through lower power usage and drastically lower total cost of ownership (TCO), Positron enables you to run popular open source LLMs to serve multiple users at high token rates and long context lengths. Positron is also designing its own ASIC to expand from inference and fine tuning to also support training and other parallel compute workloads.

At Normal, were rewriting AI foundations to advance the frontier of reasoning and reliability in the physical world. We are tackling problems across semiconductors and industrials with a mix of interdisciplinary approaches across the full stack: from probabilistic software infrastructure and algorithms to hardware and physics, enabling AI that can reason and understand its own limits. We understand that our technology is only as powerful as the people behind it. Every employee drives significant impact within our products, often working directly with customers and embedding across our tightly-knit team. Our team members are driven by curiosity and passion for solving some of the most challenging problems in the world of atoms. Normal was founded in 2022 by engineers and scientists that pioneered industry-leading Physics + ML tools for next-gen AI at Google Brain and Google X.

USD.AI provides AI infrastructure operators with strategic, non-dilutive financing needed to achieve scale in high-performance compute.
 To-date, USD.AI has announced $1.2bn in GPU-backed financing facilities, with over $500m in H1 2026 closings and $2bn in total pipeline. USD.AIs debt instruments have traded over $10bn in secondary volume. The company was founded in 2021 and has raised $45M in venture funding to-date, from backers such as Coinbase, Framework Ventures, Fintech Collective, Bullish, Dragonfly and others.

Introducing Autonomous, an AI-native wealth strategist that brings elite strategies used by the ultra-wealthy, now available to everyone at 0% advisory fees.

Parasail is the first AI Deployment Network built for the new era of open and scalable AI. We connect teams to the world’s largest pool of on-demand GPU compute—giving AI builders fast, flexible, and cost-efficient infrastructure to deploy and scale models without contracts, quotas, or cloud complexity. From real-time inference to massive batch jobs, Parasail intelligently matches workloads across a global GPU network, optimizing for performance, price, and geography. No DevOps burden, no vendor lock-in—just plug-and-play access to high-performance infrastructure that works with the latest open-source models and evolving AI stacks. Companies like Weights & Biases, Elicit, Rasa, Everpilot, and Oumi are already building faster and saving up to 30x on costs with Parasail. The future of AI deployment isn’t a single cloud. It’s a global compute network. Parasail is making that future a reality. 🔗 www.parasail.io