What LISA does

LISA is a private Web3 AI security company founded in 2024 that develops an LLM-based smart security analysis platform targeting Solidity smart contracts and broader decentralized application environments. Its core product is an integrated "AI-Blockchain Security OS" that combines large language model capabilities with blockchain-native security mechanisms to detect and mitigate vulnerabilities across Web3 protocols and smart contract code. The company's stated value proposition centers on unifying AI-powered threat detection with blockchain-verified security workflows for crypto-native organizations, positioning LISA as a horizontal platform rather than a single-purpose scanner.

LISA operates with minimal public commercial footprint: no pricing has been disclosed, no customer logos are named, no headcount figures are available, and no go-to-market motion has been documented. The company raised a $12 million financing round in November 2025 from a syndicate that combined crypto-native venture investors (Signum Capital, NGC Ventures, LongHash Ventures, Kryptos, Hash Global, M23 Fund, ByteTrade Lab) with traditional financial institutions (Redpoint, UOB Venture Management, Woori Venture Partners, Fellows Fund, Summer Ventures). Funding is earmarked for development of the integrated security OS. As of the data capture, the agentlisa.dev website was returning a Cloudflare 522 connection error, indicating operational or hosting instability at an early stage.

The company's strategic posture is that of an early-stage R&D-stage startup converting venture capital into product capability. With only one disclosed leadership figure (Yuqiang Sun, Co-Founder and Research Lead) and no public product launches, audited customers, or revenue signals, LISA's business model is not yet observable beyond its funding runway and stated technical ambition.

Name

LISA

Website

https://agentlisa.dev

Company type

Private

Founded year

2024

Operating status

Operating

Short description

LISA is a private Web3 AI security company building an LLM-based Security OS that analyzes Solidity smart contracts and decentralized applications. It targets crypto organizations and raised $12M in November 2025.

Ownership category

akta.pro rank

Product category

Web3 Security Software

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151)

SIC

Services-Computer Programming Services (7371)

akta.pro primary industry

Smart Contract Security Tooling (static/dynamic analysis, formal verification) (FSAPABAI)

akta.pro secondary industries

Security Testing Tooling (SAST/DAST for smart contracts, fuzzing) (FSAPAJAK), Digital Asset Risk, Security & Audit Tooling (Smart Contract Audit, Threat Monitoring) (FSAGAMAJ)

Keywords

• Smart contract security
• Web3 security platform
• Blockchain security analysis
• Solidity auditing tools
• AI security software

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations

Core offering

LISA develops an LLM-based smart security analysis platform that focuses on analyzing Solidity smart contracts for Web3 environments. The company is building an integrated AI and blockchain Security Operating System that combines artificial intelligence-powered threat detection with blockchain-verified security protocols to identify vulnerabilities in decentralized applications and smart contracts.

Product overview

LISA is a Web3 AI security project developing a unified AI and blockchain integrated security operating system. The company offers a single core product—their Security OS—which combines artificial intelligence capabilities with blockchain technology to provide security solutions for the Web3 ecosystem. The company raised $12 million in financing to support development of this integrated security platform.

Differentiator

Problem solved

Functional benefit

Products and services

• AI and Blockchain Integrated Security OS An integrated security operating system that combines artificial intelligence with blockchain technology to provide security solutions for decentralized applications and smart contracts in Web3 environments. Designed for Web3 and crypto organizations that need continuous, AI-powered vulnerability detection and security analysis of Solidity smart contracts.

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature1 record

Scale indicators1 record

Recent moves3 records

Expansion highlights3 records

Emerging players

• Cyfrin: Web3 security firm offering smart contract audits, security tooling (Aderyn), and developer education. A newer peer whose tooling-driven approach closely mirrors LISA's product-led strategy.
• BlockSec: Blockchain security firm combining smart contract audits with real-time attack monitoring (Phalcon). Comparable to LISA's 'Security OS' vision of unifying pre-deployment and runtime security.

Direct peers

• ConsenSys Diligence: Ethereum-focused smart contract auditing service within ConsenSys, with deep Mythril tooling heritage. Direct competitor for high-end Solidity audits and security advisory.
• CertiK: The dominant Web3 smart contract security firm offering audits, formal verification, and on-chain monitoring (Skynet). Directly comparable to LISA across both audits and continuous security for Solidity contracts.
• OpenZeppelin: Provides smart contract security audits, security tooling, and secure contract libraries (e.g., ERC-20 implementations). A direct competitor in Solidity smart contract security services.
• Spearbit: Network of senior smart contract security researchers providing audit services for EVM protocols. Competes for the same high-end Solidity audit engagements that LISA aims to automate.
• Hacken: Web3 cybersecurity firm providing smart contract audits, bug bounties, and continuous monitoring (Hacken Extractor). Overlaps with LISA across audits and ongoing on-chain threat detection.
• Quantstamp: Smart contract security auditing and automated analysis for EVM chains. Competes head-to-head with LISA for Solidity audit and continuous monitoring engagements.
• SlowMist: Blockchain security firm offering smart contract audits, threat intelligence, and on-chain monitoring (MistTrack). Directly comparable in scope and customer segment to LISA's Web3 security OS.
• Trail of Bits: Security research and smart contract auditing firm with proprietary static analysis tools (Slither, Echidna). Targets the same Solidity audit market as LISA, including fuzzing and formal verification.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat3 records

Key risks5 records

Key highlights5 records

Customer concentration

• Xx.com/AgentLISA_ai

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds1 record

Investors11 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about LISA