ATAD

What ATAD does

ATAD is a Seoul, South Korea-based private technology company founded in 2023 that operates a platform-plus-products ecosystem across three product lines: KURV, a blockchain-based data valuation and distribution-tracking platform; ODiiN, an autonomous AIOps platform that unifies multi-cloud infrastructure management with predictive and self-healing capabilities; and Heiimdahl, a secure multi-LLM AI gateway that filters threats and hallucinations in real time via intelligent model routing. The company positions these as a connected "sustainable value-chain" targeting enterprise technology clients and data-driven businesses, with security spanning AI techniques, multi-factor authentication, and zero-knowledge proofs.

ATAD generates revenue through quote-based annual subscriptions to each of its three core products, distributed via direct enterprise sales. The company reports 380+ clients with a 4.8/5 satisfaction rating, a 90% paid conversion rate within six months of KURV's beta launch, 15 million+ data transactions processed across the platform, and 100+ integration partners. Customer logos displayed publicly include JCH, Sopoong, Info, Findus, Blue, SMCP, and Ki, several of which overlap with ATAD's seed-round investor syndicate.

The company has raised 1 billion KRW (~$727,220 USD) in seed funding (July 2024) from Bluepoint, Findus, Gyeonggi Creative Economy Innovation Center, InfoBank, JCH Investment, SM Culture Partners, and Sopoong Ventures, supplemented by TIPS Program support and an undisclosed April 2025 financing. Leadership comprises three co-founders — CEO Yeongseon PARK, CTO Youngwook JEON, and CPO Sujin JUNG — across an organization of 11-50 employees. The company remains pre-Series A, privately held, and primarily focused on the South Korean market with stated intent toward global expansion via its multi-cloud integration architecture.

Name

ATAD

Legal name

ATAD CORP

Website

https://atad.ai

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

ATAD is a Seoul-based private technology company (founded 2023) offering KURV (blockchain data valuation), ODiiN (multi-cloud AIOps), and Heiimdahl (multi-LLM AI gateway) as an integrated enterprise platform. It sells annual subscriptions via direct sales to technology and data-driven enterprises, with 380+ reported clients and 11-50 employees.

Ownership category

akta.pro rank

Product category

Cloud Infrastructure Management (AIOps / Multi-Cloud)

NAICS

Software Publishers (513210), Computer Systems Design Services (541512)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)

akta.pro secondary industry

iPaaS (Cloud Integration Platforms) (HDAEAIAB)

Keywords

• Multi-cloud management
• AI gateway platform
• AIOps automation
• Data valuation tracking
• LLM monitoring software

Headquarters

HQ city

Seoul

HQ country

South Korea

HQ region

Asia

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Data Platform Services: Revenue generated from KURV data valuation platform, which provides data distribution tracking and valuation services. The platform achieved rapid growth with significant sales within six months of beta launch, indicating early traction in this revenue stream.
2. Multi-Cloud Management Platform (ODiiN): Subscription-based revenue from ODiiN platform providing multi-cloud management, optimization, and automation services to enterprise clients.
3. AI Gateway Services (Heiimdahl): Revenue from Heiimdahl multi-LLM monitoring platform, providing secure AI gateway services with intelligent routing capabilities.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels2 records

Core offering

ATAD builds and sells three proprietary enterprise software platforms: ODiiN, an autonomous AIOps multi-cloud operating platform that unifies cloud management, predicts and self-heals infrastructure failures, and optimizes resources in real time; Heiimdahl, a secure AI gateway that filters threats and hallucinations and uses intelligent routing to select the optimal LLM per query; and KURV, a blockchain-based data valuation platform that tracks data distribution history. These platforms form an integrated sustainable value-chain targeting enterprise clients globally.

Product overview

ATAD is a big data distribution platform company that offers a platform-plus-products architecture. The core offerings include KURV (blockchain-based data valuation platform), ODiiN (Multi-Cloud Operating Platform for cloud resource optimization and AIOps), and Heiimdahl (Multi-LLM Monitoring Platform and AI gateway for threat filtering and intelligent model routing). These products work together to create a sustainable value-chain: KURV enables data valuation and distribution, ODiiN manages multi-cloud infrastructure, and Heiimdahl secures and optimizes AI/LLM operations across the ecosystem.

Differentiator

Problem solved

Functional benefit

Brands

• KURV: Data valuation platform that tracks data distribution history via blockchain technology. Achieved rapid growth with significant sales and user base within six months of beta launch.
• ODiiN
• Heiimdahl

Products and services

• ODiiN ODiiN is an autonomous AIOps Multi-Cloud Operating Platform that unifies management of multiple clouds on a single interface, providing real-time guidance for non-professionals, predicting and self-healing infrastructure failures, and optimizing resources in real time to maximize stability and minimize cost. Targeted at enterprise technology companies operating multi-cloud environments.
• Heiimdahl Heiimdahl is a secure AI gateway and Multi-LLM Monitoring Platform that filters threats and hallucinations in real time and uses intelligent routing to automatically select the optimal language model for every query. Targeted at enterprises deploying AI/LLM workloads that need threat protection and operational efficiency.
• KURV KURV is a blockchain-based data valuation platform that tracks the distribution history of data assets, enabling valuation and audit of data as it moves through the distribution lifecycle. Targeted at data-driven enterprises, data resellers, and platforms needing verifiable data provenance and monetization.

Quantifiable outcome

• 90% paid conversion rate within six months of beta launch
• +2 more outcomes

Named customers7 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability7 records

Feature6 records

Scale indicators6 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Arize AI: Arize AI provides an LLM and ML observability/evaluation platform (drift, quality, hallucination detection), which competes head-on with the AI-monitoring and gating capabilities built into Heiimdahl.
• Portkey AI: Portkey provides an AI gateway with intelligent LLM routing, observability and guardrails for production GenAI applications — the closest direct counterpart to ATAD's Heiimdahl product on intelligent routing and multi-model selection.
• WhyLabs: WhyLabs delivers an AI observability platform for monitoring model behaviour, data quality and LLM outputs — directly comparable to the safety/quality-filtering layer of Heiimdahl.
• Helicone: Helicone offers LLM observability, monitoring and analytics tooling that directly overlaps with Heiimdahl's positioning as a 'Multi-LLM Monitoring Platform' filtering threats and hallucinations in real time.
• Morpheus: Morpheus is a multi-cloud management and AIOps platform focused on unifying heterogeneous cloud environments — a direct functional analogue to ODiiN's autonomous multi-cloud AIOps value proposition.

Broad incumbents

• Cloudflare: Cloudflare's AI Gateway provides observability and intelligent routing across LLM providers and is bundled into a much broader network and security platform — a broad incumbent competing with Heiimdahl on gateway functionality.
• HashiCorp: HashiCorp (now IBM) offers multi-cloud infrastructure tooling (Terraform, Consul, Vault) that overlaps with ODiiN's multi-cloud operating platform positioning, though as part of a much broader infra portfolio.
• Spot by Flexera: Spot (now part of Flexera) provides multi-cloud cost optimisation and AIOps, addressing the same real-time resource optimisation and cost-minimisation outcomes that ODiiN advertises.

Emerging players

• Streamr: Streamr operates a blockchain-anchored data marketplace and provenance layer for monetising data streams — thematically aligned with KURV's blockchain-based data distribution tracking and valuation thesis.
• Traceloop (OpenLLMetry): Traceloop's OpenLLMetry is an open-source LLM observability standard with a managed platform, an emerging competitor targeting the same multi-LLM monitoring workflow that Heiimdahl pursues.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat3 records

Key risks5 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds3 records

Investors8 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 ATAD