Singulr AI positions itself as an Enterprise AI and Agentic Control Plane. Its focus is not content generation, but helping enterprises discover, govern, and control internal AI usage. It covers three types of scenarios: in-house LLMs/Agents/MCP Servers, external AI services such as ChatGPT and Cursor, and AI features embedded in SaaS products such as Notion and Slack. Its goal is to close the governance gap between βpolicy on paperβ and actual runtime behavior.
The platform focuses on Contextual Discovery, dynamic risk assessment, natural-language policy authoring and runtime enforcement, continuous red-team testing, forensic tracing, and tamper-resistant audit evidence. Singulr Agent Pulse is designed for agent governance: it can discover Agents, build contextual maps of tool connections, data access, MCP Servers, and permissions, perform risk scoring, track configuration drift, enforce permission boundaries, and scan for MCP vulnerabilities. On the security side, it supports detection of prompt injection, jailbreaks, adversarial probing, and unauthorized data exfiltration, and can enforce controls across browsers, endpoints, and Agent execution paths.
The official website does not disclose pricing, plans, free quotas, or self-service trials. Lead generation is mainly done through a scheduled 30-minute demo, which indicates a typical enterprise custom-sales model. In terms of integrations, the site explicitly mentions Splunk, CrowdStrike, Zscaler, Okta, Microsoft Entra, Microsoft Purview, and Code42, and it can work with SASE clients and CI/CD pipelines. However, details on public APIs, SDKs, Webhooks, and deployment models are limited.
Its strengths are that it provides a closed loop covering AI asset discovery, access assessment, runtime blocking, red-team testing, and audit evidence, with dedicated design around permissions, topology, and drift for Agentic AI. It also lists compliance information including ISO/IEC 27001:2022, SOC 2 Type 2, HIPAA, and GDPR. The limitations are that the website does not provide details on false-positive rates, performance overhead, deployment complexity, pricing, or trial requirements. Chinese-language support is also not mentioned.
Singulr AI is better suited to large-enterprise teams such as CISOs, security operations, CIOs, IT, privacy, and compliance teams, especially in organizations with sensitive data and high audit pressure, such as healthcare, finance, and telecommunications. Smaller teams that only need to manage a handful of AI tools may find the platform too heavy. Access from China, payment options, and local service availability are unknown. For local alternatives, users can evaluate Microsoft Purview, Zscaler, Netskope, and combinations of DLP, zero-trust, and AI security solutions from domestic security vendors.
β This review is compiled from public sources and does not constitute a purchase recommendation. Verify all facts on the vendor's official site. Verify on singulr.ai official site.
singulr.ai is an United States AI Apps provider. TG4G tracks its product information, an overall rating of 7.0/10, and a China-accessibility score of Workable. Click "Visit Official Site" to reach singulr.ai directly.