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Pryon

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Enterprise AI memory layer for generative AI

Raleigh, United StatesFounded 2017Defence
Valuation $500M–1B Last recorded · 2023
Revenue $10–50M Latest reported FY
Headcount <100 Current team size
Total funding $100–500M Disclosed equity funding
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About Pryon

Pryon is an artificial intelligence company headquartered in Raleigh, North Carolina, that provides an AI and knowledge management platform for enterprises. The company was founded in 2017 by Igor Jablokov, a computer engineer and entrepreneur who previously founded Yap, the voice recognition company whose technology formed the basis for Amazon's Alexa. Jablokov's background also includes leading the team at IBM that designed the precursor to Watson.

Pryon's core offering is its Retrieval-Augmented Generation (RAG) Suite, recently reframed as an "AI Memory Layer," which acts as a secure foundation for enterprise generative and agentic AI implementations. This platform is designed to ingest and process vast amounts of unstructured enterprise data—including text, audio, images, and video—from a wide array of sources like Microsoft SharePoint, Google Drive, and Salesforce. It then uses proprietary AI models to provide accurate, verifiable, and instant answers to natural language queries, avoiding the hallucinations often associated with large language models by grounding responses in the company's own trusted content. The system can be deployed in various environments, including on-premises, in the cloud, or in secure air-gapped facilities, with implementation times as short as a few weeks.

The business model centers on providing this platform to large enterprises and government agencies. Clients use Pryon's technology for use cases such as customer service chatbots, internal help desks, and sales enablement, with the goal of increasing employee productivity and improving decision-making. Pryon has attracted notable clients including Dell Technologies, NVIDIA, and the World Economic Forum. The company has raised a total of $140M in funding, including a significant $100 million Series B round in September 2023, led by Thomas Tull's US Innovative Technology Fund (USIT).

Source: Dealroom company data

At a glance

Status
Operational
Founded
2017
Headquarters
Raleigh, United States
Employees
128
Open positions
2
Dealroom signal
68.5/100
Industry
Security
Sub-industry
Public safety
Sector
Defence, Knowledge Management, Core AI, Defence Applications, Immersive Technologies, Generative AI, genAI Applications
Technology
Artificial Intelligence, Deep Tech, Machine Learning, Augmented Reality
Business model
SaaS
Client focus
b2b

Funding history

6 recorded events

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
SERIES BOther financing Sep 2023 $100M $400M BootstrapLabs · Duke Capital Partners · Good Growth Capital · Rise of the Rest ↗
SERIES AOther financing Jan 2023 $0 — Triangle Tweener Fund ↗
Showing the latest 2 of 6 recorded eventsBook a demo for the full funding history →

Financials

Revenue over time

Revenue, earnings and other financial measures where available. Years marked “E” are estimates.

YearRevenueGrowth
2026
2025
2024
2023
2022
2021
2020 —
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Growth signals

Pryon website traffic

Latest recorded traffic for Pryon is 6.6K monthly website visits, down 56% over the last three months. Pryon's team declined 5.9% over the past year.

Latest monthly visits6.6K 3-month web change-56% 1-year team growth-5.9%
Summary metrics are public; monthly history is available with a demoCompare with peers →

Similar companies

Closest operating peers by Dealroom taxonomy

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Showing 8 of the closest matchesCompare every metric →

Investments and acquisitions

Capital deployed

Recent portfolio relationships for companies that also act as investors or acquirers.

Investors

20 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Seed12 investors entered at this stage

Series A8 investors entered at this stage

  • Breyer Capital
  • Plug and Play
  • Triangle Tweener Fund
  • US Innovative Technology Fund
  • Duke Capital Partners
  • Rise of the Rest
  • Aperture Venture Capital
  • Omnimed Capital
Team profiled 26 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 3 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
3 countries with
team presence
🇺🇸 United States98%
🇩🇪 Germany1%
🇫🇷 France1%
3 countries shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Pryon on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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