Octane

What Octane does

Octane (legal entity Perspectus AI, Inc.) is an AI-native security platform that provides continuous vulnerability analysis for smart contracts and mission-critical software. The platform is built on domain-specific AI agents that read code the way a senior auditor would, tracing execution paths across codebases to identify how vulnerabilities can actually be exploited rather than flagging theoretical patterns. Its language-agnostic analysis engine supports Solidity, Rust, C++, and other languages, and pairs an unsupervised ML classification system that builds a living vulnerability taxonomy from real-world data with an optional human-in-the-loop Adversarial Research service for validating complex findings. The product portfolio is organized into three models: Continuous Analysis (per-PR scanning in GitHub/GitLab CI/CD), Baseline/On-Demand full-codebase scans before audits or releases, and Adversarial Research engagements.

The company is headquartered in San Francisco with an additional Los Angeles office, employs 11–50 people, and was founded in 2025 by Giovanni Vignone. Octane makes money through recurring SaaS subscriptions on its continuous and baseline products, professional-services revenue from adversarial research engagements, and quote-based enterprise pricing — combined with a self-serve, developer-led growth motion that funnels into enterprise field sales for tier-1 accounts. Named customers and partners include Circle, Redstone, Trust Wallet, Spark Finance, Ethereum Foundation (via bug bounty), Monad, Suzaku, Avalanche, Sophon, and Plume, spanning DeFi protocols, layer-1 ecosystems, restaking frameworks, RWA platforms, and consumer crypto applications.

Octane raised a $6.75M seed round in April 2025 co-led by Archetype and Winklevoss Capital, with strategic participation from Circle, Gemini, and other investors. Its go-to-market blends product-led growth (GitHub/GitLab self-serve) with channel partnerships into blockchain ecosystems (Avalanche, Sophon Canvas, Plume) and direct enterprise sales. The company has produced a series of high-profile validation events — winning the Monad audit competition among 1,600+ researchers, earning a $50,000 maximum-payout Ethereum Foundation bug bounty for a Nethermind vulnerability affecting 38% of Ethereum validators, and finding vulnerabilities across all three major browser engines.

Name

Octane

Legal name

Perspectus AI, Inc.

Website

https://octane.security

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

11–50 employees

Short description

Octane is an AI-native security platform that uses domain-specific AI agents to continuously trace execution paths and surface exploitable vulnerabilities in smart contracts and mission-critical software, serving DeFi protocols, blockchain infrastructure, fintech, and enterprise AI developers.

Ownership category

akta.pro rank

Product category

Smart Contract Security Software

akta.pro primary industry

Endpoint Detection & Response (EDR) (HDADAEAA)

Keywords

• Smart contract security
• AI security platform
• Vulnerability analysis
• CI/CD security scanning
• Exploit detection

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations

Revenue model

1. SaaS Subscription - Continuous Analysis: Octane offers continuous security analysis as a subscription product, analyzing every PR in context to catch exploitable vulnerabilities before they reach production. The platform integrates into CI/CD pipelines for ongoing security review.
2. Baseline / On-Demand Scanning: Full codebase scans run on-demand before audits, launches, or major releases to identify risk across the codebase.
3. Adversarial Research Services: Expert-led engagement to uncover complex vulnerabilities and validate real-world exploitability for high-stakes deployments.

Go-to-market motion3 records

Distribution channels5 records

Marketing channels5 records

Core offering

Octane provides an AI-powered continuous security analysis platform for smart contracts and mission-critical software. It uses domain-specific AI agents to trace execution paths, classify vulnerabilities via unsupervised ML, and surface only exploitable issues with proof-of-concept reasoning. The platform integrates directly into developer CI/CD pipelines (GitHub, GitLab) and offers continuous scanning, on-demand baseline analysis, and human-led adversarial research engagements.

Product overview

Octane is an AI cybersecurity platform that provides continuous security analysis for mission-critical software. The product portfolio consists of three core security models: Continuous Analysis (for ongoing PR-level scanning), Baseline/On-Demand (for pre-audit and pre-deployment scans), and Adversarial Research (for expert-led vulnerability validation). All offerings are powered by a unified AI security platform that traces vulnerabilities to their root cause and delivers actionable findings with exploit reasoning and fix guidance.

Differentiator

Problem solved

Functional benefit

Products and services

• Continuous Analysis Automated, ongoing AI-powered security scanning that runs as code is written, integrated directly into CI/CD pipelines (GitHub, GitLab) to detect exploitable vulnerabilities in smart contracts and mission-critical software on a continuous basis.
• Baseline / On-Demand Analysis Instant, zero-configuration security analysis for individual smart contracts, allowing developers to upload code and receive AI-directed vulnerability findings with proof-of-concept reasoning without requiring pipeline setup.
• Adversarial Research Expert human-led security research engagement for high-value codebases, complementing Octane's automated analysis with manual adversarial review by the Octane security team to surface complex vulnerabilities.
• Octane Platform The overarching Octane platform that combines continuous AI analysis, on-demand baseline scans, CI/CD integrations, and adversarial research into a single security offering for crypto protocols and application security teams.

Quantifiable outcome

• Discovered high-severity Nethermind vulnerability affecting 38% of Ethereum validators before mainnet deployment
• +4 more outcomes

Named customers10 records

Segments5 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability6 records

Feature6 records

Partnerships

Five partnerships are on record, tiered core.

• Ethereum FoundationcoreOthers · 25 February 2026Responsible disclosure of high-severity Nethermind execution client vulnerability through Ethereum Foundation Protocol Security Team's bug bounty program. Awarded $50,000 maximum high-severity payout. Vulnerability could have stopped block production for 38% of Ethereum validators.
• CirclecoreTechnology or Integration · 26 September 2025Security partnership to secure onchain finance with AI vulnerability detection in CI/CD, delivering institutional-grade protection to scale USDC. Circle participated as both investor and strategic partner in tier-1 crypto team engagements.
• PlumecoreStrategic or Co-development Partner · 10 September 2025Partnership to bring AI-powered security platform to the RWA ecosystem, delivering institutional-grade security for tokenized assets at scale. First customer Mystic Finance is a Plume-based money market.
• AvalanchecoreTechnology or Integration · 29 July 2025Official security integration partnership bringing proactive, scalable security to Avalanche ecosystem builders. Octane is custom-tuning detection models to Avalanche's architecture by ingesting protocol whitepapers and technical references. Initial results: 210,881 lines scanned, 217 findings, $261M+ TVL protected across four projects.
• SophoncoreStrategic or Co-development Partner · 2 June 2025Official security partner for Sophon Canvas program: a $4M grant initiative supporting consumer-first crypto apps. Every team accepted into Canvas receives an Octane AI security review. During pilot, Octane identified a high severity missing state update vulnerability in audited code about to go to mainnet, plus two additional low severity issues.

Scale indicators9 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Trail of Bits: Established blockchain and software security firm offering smart contract audits, tooling, and AI-assisted security research. Directly competes with Octane in crypto security engagements and ecosystem-level partnerships.
• OpenZeppelin: Smart contract security and developer tooling platform with strong DeFi presence. Overlaps with Octane in continuous security review and protocol-grade code analysis.
• Certora: Formal verification platform for smart contracts with an emerging AI-driven bug detection offering. Directly competes in high-assurance DeFi security where Octane positions.
• Quantstamp: Smart contract auditing and on-chain monitoring firm. Competes with Octane across DeFi protocol audits and continuous security services.
• Zellic: Security firm specializing in smart contract audits and zero-knowledge proof systems, with growing AI capabilities. Comparable to Octane in high-end crypto security engagements.
• Spearbit: Curated network of security researchers providing audits for crypto protocols. Competes with Octane for high-end audit and continuous security work.
• ChainSecurity: Smart contract auditing firm (acquired by PwC) with formal verification capabilities. Overlaps with Octane in DeFi and L1 protocol security.
• Code4rena: Competitive audit platform where Octane has actually competed and won (Monad contest). Represents both competitor (for audits) and channel (bug discovery) dynamics.

Broad incumbents

• Semgrep: Mature SAST platform with broad code security coverage including some smart contract support. Competes with Octane in code-level vulnerability detection at non-crypto enterprises.
• Snyk: Developer security platform with code, dependency, and IaC scanning. A broad incumbent whose developer-first positioning and reach create competitive pressure if Octane expands beyond crypto.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xtwitter.com/octane_security
• LinkedInlinkedin.com/company/octane-security-platform

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds2 records

Investors9 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 Octane