Normal Computing

Normal Computing

Private
New York City, New YorkFrontier & Industrial Techhttps://www.normalcomputing.com

Last Round

Series C

Mar 25, 2026

Total Funding Raised

$85M

Momentum Score

25 /100

Company Overview

Normal Computing is a deep-tech startup that develops full-stack probabilistic computing infrastructure for artificial intelligence (AI). Founded in 2022 by former engineers from Google Brain, Palantir, and Google X, the company aims to make AI reliable, auditable, and transparent for critical enterprise and government applications. Normal Computing's platform includes both a generative AI application development software and proprietary thermodynamic computing hardware, designed to reduce AI energy consumption and solve issues like AI hallucinations. The company raised an $8.5 million seed round in 2023 and is targeting sectors such as semiconductor manufacturing, supply chain management, banking, and government agencies.

Sector

Frontier & Industrial Tech

Verticals

Semiconductors, Computing Hardware, ML Platforms, Defense Tech

Business Model

B2B

Customer Profile

Subscription SaaS, Hardware Sales, Government Contracts, Services & Consulting

AI Layer

Infrastructure

Keywords

probabilistic AIthermodynamic computingEDA softwarechip verificationenergy-efficient AIAI-powered EDAelectronic design automationEDAAI acceleratorAI chipcustom ASICsASICsAI infrastructurefull-stack AImission-critical AIreliable AIB2Gdeep tech

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Caplight Momentum Score

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Normal Computing Comps

Public and private peers based on sector, stage, and business model.

CompanyStatusEst. ValuationRev Multiple
OpenAIPrivate$86.0B~40x
CoherePrivate$5.0B--
Competitor 1Public$XX.XBXXx
Competitor 2Public$XX.XBXXx

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Normal Computing Funding Rounds

Historical fundraising activity

RoundDateAmount RaisedValuationInvestorsSources
Series CMar 25, 2026
SeedAug 7, 2025
GrantOct 31, 2024
SeedJun 13, 2023

Key People

Founding team and executive leadership

Faris Sbahi

Co-Founder, CEO

Founding Team

Normal Computing Investors

Notable investors and investment history

Market signals

Structured signals derived from secondary market and firmographic data.

  • Apr 1, 2026

    Launched Normal EDA, a platform for hardware engineers.

  • Apr 1, 2026

    Developing 'nectar', an agentic code generation tool.

Normal Computing Filings

SEC and related filings with document metadata.

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Normal Computing Filings

SEC and related filings with document metadata.

Frequently Asked Questions

Common questions about Normal Computing's valuation, stock price, and market status.

Firmographic Details

HeadquartersNew York City, New York
Employee Range61
Year Founded2022
Last FundingMar 25, 2026

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