What Compdeep does

Compdeep (legal entity: compdeep G.K.) is a Tokyo-headquartered private company building sovereign agentic AI systems for organisations that cannot route sensitive workloads through hyperscaler clouds. The firm was established in 2021 as a tokenisation-infrastructure business and has since pivoted/extended its operations to position around autonomous AI for cybersecurity, critical infrastructure, industrial/robotics, and defence — describing its current focus on website and product material as "sovereign agentic AI." The deployment model is explicitly on-premises, air-gapped, or private cloud, with no third-party endpoints and cryptographically attested, zero-knowledge audit trails.

The core technology is a two-layer agentic stack. An LLM produces execution plans as dependency graphs of tool calls (DAGs, not chat turns); a compiled-code kernel called Kaiju schedules those calls in parallel, reflects on intermediate results, and replans. Every tool call is gated by IGX (Intent-Gated Execution), a compiled-code safety check that enforces impact ≤ min(intent, clearance, scope) — meaning the LLM cannot bypass the gate, hallucinated calls fail closed, and destructive actions require external policy clearance. The flagship product is Enbarr (enbarr.ai), an autonomous cyber-defence platform for SOCs covering threat hunting, alert triage, attack-chain reconstruction, and patching. Kaiju is also available standalone on GitHub under an MIT licence with enterprise support contracts attached. A ReAct investigator named "Holmes" performs structured root-cause analysis, and the kernel exposes web UI, REST API, CLI, and embedded channels with multi-tenant scopes and JWT authentication.

Commercially, the firm runs an enterprise field-sales motion — pilots open via [email protected] — with sovereign deployment as the wedge against cloud-tied alternatives. Revenue streams are enterprise software licences and support (subscription/recurring) plus professional services that include smart-contract and tokenisation infrastructure work retained from the firm's earlier positioning. Pricing is not publicly disclosed; no customers, contract values, ARR, or funding rounds are disclosed in the available data. The company operates from Tokyo with 1–10 employees and is privately held, with no public ticker and no parent company.

Name

Compdeep

Legal name

compdeep G.K.

Website

https://compdeep.com

Company type

Private

Founded year

2026

Operating status

Operating

Headcount range

1–10 employees

Short description

Tokyo-based compdeep G.K. builds sovereign agentic AI — the Enbarr cyber-defence platform and the open-source Kaiju execution kernel — for security operations, critical infrastructure, industrial, and defence customers needing on-prem, air-gapped, or private-cloud deployment.

Ownership category

akta.pro rank

Product category

Sovereign Agentic AI / Autonomous Cybersecurity Software

NAICS

Computer Systems Design and Related Services (5415), Security Systems Services (except Locksmiths) (561621)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)

akta.pro primary industry

Extended Detection & Response (XDR) (HDADAEAB)

akta.pro secondary industries

Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Prompt Security & Injection Defense (HDAAAKAE), Identity, Access & Secrets Management for AI Systems (IAM for agents/models) (HDAAAKAJ)

Keywords

• Agentic AI platform
• Autonomous cyber defense
• AI execution kernel
• Sovereign AI deployment
• Incident response automation

Headquarters

HQ city

Tokio

HQ country

Japan

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Enterprise Software Licenses & Support: Enterprise support contracts available for Kaiju kernel. Flagship products Enbarr and Kaiju are offered as enterprise solutions with sovereign deployment options (on-prem, air-gapped, private cloud).
2. Professional Services & Custom Development: The company also builds smart-contract and tokenization infrastructure for clients requiring it, suggesting custom development and implementation services.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels3 records

Core offering

Compdeep builds sovereign agentic AI systems for enterprise cybersecurity, critical infrastructure, industrial automation, and defense customers. Its flagship product Enbarr autonomously hunts threats, triages alerts, reconstructs attack chains, and patches in real time, while Kaiju is an open-source agentic execution kernel that plans tool calls as DAGs and safely executes them via the IGX Intent-Gated Execution safety layer. The platform supports on-prem, air-gapped, and private-cloud deployment with cryptographic audit trails.

Product overview

Compdeep builds sovereign agentic AI as a portfolio of two integrated products: Enbarr (flagship autonomous cyber defense platform) and Kaiju (open-source executive kernel that powers Enbarr and is also sold as a standalone enterprise product). Both products share a common architectural foundation: an LLM provides reasoning to generate execution plans (DAGs), while Kaiju's compiled-code kernel (with IGX Intent-Gated Execution) schedules, executes, and audits tool calls. IGX is a built-in security sub-component that enforces cryptographic authorization across both products. The product line targets cybersecurity, critical infrastructure, industrial robotics, and defense sectors requiring on-prem/air-gapped deployments with provable audit trails.

Differentiator

Problem solved

Functional benefit

Brands

• Enbarr: Autonomous cyber defence AI platform for security operations - hunts threats, triages alerts, reconstructs attack chains, and patches in real time.
• Kaiju
• IGX
• Enbarr.ai

Products and services

• Enbarr Flagship agentic AI platform for cybersecurity operations: autonomously hunts threats, triages alerts, reconstructs attack chains, and patches in real time across endpoints, networks, and identity, with human override available at any clearance level. Deployed on-prem, air-gapped, or in sovereign cloud for enterprise security teams requiring auditable AI actions.
• Kaiju MIT-licensed agentic execution kernel for enterprise: plans tool calls as DAGs, executes them in parallel with reflection and replanning, and powers safe autonomous operation in industrial control, drone fleets, data pipelines, IT operations, and defense environments. Includes REST API, CLI, web UI, and embedded channels, with multi-tenant scopes, JWT auth, per-tool impact caps, and delegated clearance via HTTP.
• IGX (Intent-Gated Execution) Compiled-code safety gate built into Kaiju and Enbarr that validates every tool call before execution: impact ≤ min(intent, clearance, scope). Prevents prompt-injection bypass, fails closed on hallucinated tool calls, and ensures destructive actions require external authorization via the customer's own policy service. The LLM does not observe gate decisions.
• Smart-contract and tokenization infrastructure Custom professional services offering for clients needing smart-contract and tokenization infrastructure, including stablecoins, on-chain attestation, and asset tokenization on blockchain. Described by the company as a small part of its overall business.

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature4 records

Scale indicators1 record

Recent moves6 records

Expansion highlights6 records

Emerging players

• Radiant Security: Radiant Security provides an AI SOC analyst that autonomously triages, investigates, and responds to alerts across endpoints, identity, and cloud — closely mirroring Enbarr's autonomous SOC value proposition. Both target mid-market and enterprise security teams seeking to reduce analyst burden through autonomous AI.
• Prophet Security: Prophet Security offers an AI SOC analyst (Prophet AI) for autonomous alert triage and investigation across the modern SOC stack — a direct emerging competitor to Enbarr. Both are early-stage challengers positioned against legacy SOAR and XDR incumbents with agentic AI.
• Dropzone AI: Dropzone AI builds autonomous SOC alert investigation agents that triage, investigate, and escalate alerts without human intervention — a direct functional comparison to Enbarr's autonomous alert triage and reconstruction. Both compete for the same buyer (security operations teams seeking AI-driven SOC autonomy).
• Torq: Torq is an AI-native security hyperautomation platform that builds autonomous workflows across SOC, cloud, and identity use cases — directly comparable to Enbarr's agentic incident response and intent-gated execution. Both target replacing manual SOC analyst workflows with autonomous AI agents.
• Tines: Tines is a security workflow automation platform with growing AI agent capabilities for SOC, IT, and security operations — comparable to Kaiju's DAG-based workflow execution and Enbarr's intent-gated response. Tines occupies the SOAR-to-agentic transition segment that Enbarr targets.

Broad incumbents

• CrowdStrike: CrowdStrike Falcon with Charlotte AI delivers agentic detection, triage, and response across endpoints, identity, and cloud — a direct functional overlap with Enbarr's autonomous SOC capabilities. CrowdStrike is the leading XDR platform by market share and has the scale and data advantage to outpace a 1-10 person startup.
• Microsoft Defender XDR: Microsoft Defender XDR unifies endpoint, identity, email, and cloud app signals with autonomous investigation and response (AIR), directly competing with Enbarr's threat hunting and reconstruction capabilities. Default bundling with the Microsoft security ecosystem makes it the default incumbent in many enterprise SOCs.
• SentinelOne: SentinelOne's Singularity Platform offers AI-driven endpoint protection, XDR, and autonomous response across endpoints, networks, identity, and cloud — the same threat surfaces Enbarr targets. As a large, public incumbent with significant R&D and field scale, it is the dominant competing XDR+autonomous-response vendor.
• Palo Alto Networks: Cortex XDR and Cortex XSIAM from Palo Alto Networks deliver AI-driven detection, investigation, and autonomous response across enterprise SOC environments, directly competing with Enbarr. As one of the largest cybersecurity incumbents, Palo Alto bundles XDR into a broad portfolio with deep enterprise distribution.

Direct peers

• Darktrace: Darktrace is the closest direct competitor to Enbarr — both market autonomous, AI-driven threat detection and response for SOCs, with Darktrace's Self-Learning AI and autonomous RESPOND capabilities closely paralleling Enbarr's autonomous threat hunting and response. Both target enterprise SOC autonomy rather than rule-based detection.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights5 records

Customer concentration

• GitHubgithub.com/compdeep/kaiju
• Xx.com/compdeep1

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

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 Compdeep