5.5 KiB
5.5 KiB
type, entity_type, name, confidence, sources, last_compiled, frame_ids, related_entities
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| entity | project | KVARK | 0.90 | 30 | 2026-04-13T20:35:51.259Z |
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KVARK
KVARK
Summary
KVARK is Egzakta Group's sovereign enterprise AI platform, deployed on-premises or in private clouds for regulated markets that cannot use US-based cloud AI. It serves as the enterprise monetization endpoint for Waggle OS, a freemium demand-generation SaaS product with persistent memory capabilities. As of early 2026, KVARK has EUR 1.2M in contracted revenue across 3–4 early-stage clients and represents the core of Egzakta's EUR 46M revenue budget for 2026.
Key Facts
Product & Architecture
- Everything Waggle OS does, deployed on your infrastructure with full data governance and audit trails (Frame #787)
- Fully on-premises AI without cloud dependencies; enables sovereign deployment required by CEE/SEE regulated markets (banking, utilities, government) (Frame #792, Frame #907)
- Full Microsoft 365 integration, EU AI Act compliance by default, custom model pools, complete audit trail (Frame #790)
- Tech stack: Qwen inference (vLLM), LiteLLM proxy, Qdrant vector database, enterprise connectors, BPMN orchestration (Frame #907)
Revenue & Commercials
- EUR 1.2M in contracted revenue as of April 2026 (Frame #788)
- Business model: Waggle OS is freemium SaaS (demand generation) → KVARK is enterprise consultative sale (Frame #793)
- ACV EUR 97–420K; 74% consolidated margin; 70% recurring revenue (Frame #882)
- 4 paying clients as of early 2026, 7 budgeted for 2026 (Frame #882)
Hardware & Infrastructure
- LM TEK is the hardware arm providing GPU infrastructure (liquid-cooled servers, EK Fluid Works brand) (Frame #792)
- Boston Limited channel partner for NVIDIA relationships (Frame #907)
Waggle → KVARK Flywheel
- Waggle harvests AI memory from 20+ platforms for free, creating user dependency (Frame #907)
- Users learn AI-native work in Waggle, then enterprises want it on their infrastructure (Frame #788)
- Teams tier ($49/seat/mo) includes KVARK connector nudges; Enterprise tier converts to consultative KVARK sales (Frame #930, Frame #784)
- Memory + Harvest are free forever in Waggle—the lock-in moat that drives KVARK pipeline (Frame #793)
Launch Status (as of 2026-03-23)
- V1 launch requires: code signing (SSL.com eSigner EV or Certum SimplySign), KVARK HTTP API wiring (3 core endpoints: login, me, search) (Frame #836)
- KvarkClient library exists with 30 mocked tests; real API connection not yet wired to production KVARK backend (Frame #836, Frame #849)
- Settings panel UI exists for KVARK configuration; production wiring deferred to enterprise phase (Frame #849)
Strategic Context
- Part of Egzakta Group's 4-layer sovereign AI deployment stack (Advisory → TubeIQ → KVARK → LM TEK infrastructure) (Frame #882)
- Regulatory moat: CEE/SEE regulated markets (banking, utilities, government) legally cannot use US cloud AI; sovereign deployment is a regulatory requirement, not a feature (Frame #907)
- Key opportunities: EPS, Yettel, AOFI, EU Horizon 2026, Clipperton Finance (Frame #907)
Timeline
| Date | Event | Source |
|---|---|---|
| Early 2026 | KVARK reaches EUR 1.2M contracted revenue (3–4 clients) | Frame #788 |
| 2026-03-20 | V1 Launch Backlog finalized; product ship-ready for internal testing | Frame #836 |
| 2026-04-12 | Tier restructure confirmed (Trial/Free/Pro/Teams/Enterprise) | Frame #930 |
| 2026 | Target: 7 KVARK clients (budgeted), EUR 46M group revenue | Frame #882 |
Relations
- Egzakta Group — parent company, founded by Marko Markovic (Frame #791, Frame #882)
- Waggle OS — freemium demand-generation frontend; feeds KVARK sales pipeline (Frame #788, Frame #907)
- LM TEK — hardware sister company providing GPU infrastructure (Frame #792)
- Marko Markovic — founder/overall strategy + enterprise sales (Frame #907)
- Marko Dadic — Director, Head of Egzakta AI Lab; leads kvark.ai development (Frame #883)
- Ivan Pakhomov — Senior Manager, AI Lab; responsible for compliance architecture and security (Frame #883)
- EU AI Act compliance — key product differentiator for regulated markets (Frame #790)
- Microsoft 365 integration — core enterprise connector capability (Frame #790)
Open Questions
-
Real KVARK backend status: API requirements are documented (Frame #836), but what is the actual deployment status of KVARK's HTTP API endpoints? When will production KVARK backend accept Waggle client connections?
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**Paid clients vs. contracted