PrismML

Private

Pasadena, CaliforniaAI, Data & Cloud Infrastructurehttps://prismml.com/

Last Round

Seed

Mar 31, 2026

Total Funding Raised

$16.25M

Momentum

Top 5%

of companies Caplight tracks

Company Overview

PrismML is an artificial intelligence company that develops high-performance 1-bit large language models designed to run efficiently on edge devices.

Sector

AI, Data & Cloud Infrastructure

Verticals

Edge Computing, NLP & Conversational AI, Computing Hardware, IoT Hardware

Business Model

B2B

Customer Profile

Services & Consulting, Subscription SaaS

AI Layer

Foundation

Keywords

on-device AImodel compressionedge AI1-bit LLMternary weight architecturesmall language modelsSLMlocal inferenceLLM quantizationneural network compressionedge computingtinyMLcompressed diffusion modelscustom inference kernelsAI optimization

Historical Pricing

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Caplight Momentum Score

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PrismML Comps

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

PrismML comps — public and private peers by sector, stage, and business model
Company	Status	Est. Valuation	Rev Multiple
OpenAI	Private	$86.0B	~40x
Cohere	Private	$5.0B	--
Competitor 1	Public	$XX.XB	XXx
Competitor 2	Public	$XX.XB	XXx

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PrismML Funding Rounds

Historical fundraising activity

Data table
Round	Date	Amount Raised	Valuation	Investors	Sources
Seed	Mar 31, 2026

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Key People

Founding team and executive leadership

Shayan Ilbagian

CFO

Executive Team

PrismML Investors

Notable investors and investment history

PrismML investors
Investor	Rounds
Khosla Ventures	Seed
California Institute of Technology Investment Office	Seed
Cerberus Ventures	Seed
Google	Seed
Cerberus Capital Management	Seed

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Market signals

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Mar 31, 2026
$16.25M raised in Seed round.

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PrismML Filings

SEC and related filings with document metadata.

Data table
Typed	Date	Amount Offered	Amount Sold	Filling	Pages	Download
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PrismML Filings

SEC and related filings with document metadata.

Frequently Asked Questions

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Firmographic Details

HeadquartersPasadena, California

Employee Range9

Year Founded2025

Last FundingMar 31, 2026

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