Company profile
White Circle
AI control platform: proprietary models check every AI input and output against company policy in real time to catch prompt injection, sensitive-data leakage, hallucinations, model drift and abusive users, and can stop…
- Status
- PrivateListed on CyberMerge Startup Radar (private vendors), snapshot Oct 16, 2026
- Valuation
- Undisclosed
- Latest funding
- Undisclosed
- HQ
- Paris / France (Startup Radar)
- Last updated
Categories
Funding & valuation
Funding: Undisclosed — no round recorded in the CyberMerge Funding Tracker.
Latest signals
- Startup Radar · AI Security · snapshot Oct 16, 2026 14 Oct 2026: open-sourced RISE, a red-teaming pipeline for text-to-image models built only from public parts (Qwen3-32B as attacker, Gemini Flash as judge). It got policy-prohibited images out of DALL·E 3 on 13.3% of attempts (human-verified) and scored higher against newer OpenAI and Google models. Funding: $11M seed (May 2026) from AI and dev-tool leaders including Olivier Pomel (Datadog), Thomas Wolf (Hugging Face), Guillaume Lample (Mistral) and David Cramer (Sentry); valuation Undisclosed. Founder/CEO Denis Shilov; customers include Lovable (White Circle / Business Wire / RuntimeWire). Source
Competitors
Same-category peers from CyberMerge Research maps, Startup Radar and What's The Use tags.
- CyeraPrivateAI-native DSPM/DLP with Agent Guardian and endpoint controls — unified data + identity trust layer so…
- Pluto SecurityPrivateEndpoint AI-workspace security: visibility and real-time control over the AI tools employees use, the…
- RecoPrivateSaaS and AI-agent context graph plus browser/network discovery and prompt/tool-call controls — securing…
- Harmonic SecurityPrivateWorkforce AI security: classifies every AI task, discovers why it is used, and controls it in real time…
- IslandPrivateEnterprise browser plus AI Protect: prompts, tool calls, Island MCP Gateway — agentic control plane for…
- Eve SecurityPrivateAgentic AI runtime security (EveGuard): Agent-in-the-Loop observability, intent/data policy enforcement, and…
- HiddenLayerPrivateModel and agent discovery, AI supply-chain scanning, attack simulation, runtime firewall, AIBOM.
- KontextPrivateRuntime authorization for AI agents: sits between the agent and target systems, checks each requested action…
- OpsinPrivateAI agent security and governance: finds the agents employees build in Microsoft Copilot, Claude, ChatGPT…
- OuterlimitPrivateDecentralized security and authorization layer for agentic AI: extends Zero Trust to the agent action layer…
- Token SecurityPrivateAI-agent plus non-human identity discovery, least privilege, and lifecycle.
- 7AIPrivateSwarming AI agents that investigate and respond in the SOC; federated SIEM.
Figures appear only as recorded in CyberMerge data, with source and date. “Undisclosed” means no published figure in our data. Editorial, not investment advice. Last updated . Spot an error? Tell the desk.