CISO Tribune

Vendor comparison · 2 companies

Hilt vs Singulr

Hilt sells a platform that maps data movement across cloud and endpoint infrastructure. Singulr is a closed-loop control system that governs AI across the enterprise, from policy definition through runtime enforcement to adversarial defense. CISO Tribune files both under Data loss prevention and Workforce AI usage security. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • Hilt
  • Singulr
Hilt vs Singulr: Products, Customers and Funding Compared
HiltHilt sells a platform that maps data movement across cloud and endpoint infrastructure.hilt.aiSingulrSingulr is a closed-loop control system that governs AI across the enterprise, from policy definition through runtime enforcement to adversarial defense.singulr.ai
What it sells
  • Platform[3][4][5]Maps data movement across cloud and endpoint infrastructure.
  • Infrastructure[1][2][3][4]Collectors read activity at the kernel across Linux hosts, VMs, containers, and bare metal.
  • Endpoints[4]Kernel collectors on macOS and Windows plus a managed browser extension.
  • Auto-update agent[5]Optional agent that rolls out collector updates in the customer's cluster.
  • Enterprise AI and Agentic Control Plane[5]A closed-loop control system that governs AI across the enterprise, from policy definition through runtime enforcement to adversarial defense.
  • Singulr Assurance™ LayerWraps the three runtime pillars, feeding context in and generating independent evidence out.
  • Singulr Pulse™Risk intelligence that scores discovered AI assets.
Categories
Headquarters
Not stated on its pagesPalo Alto, California, United States[3]
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Not stated on its pagesNot stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • March 9, 2026Singulr AI launched Agent Pulse, extending its Unified AI Control Plane to autonomous AI agents and MCP servers.[2]
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Hilt describes cases involving regulated customer records leaving onto an engineer's laptop and trading strategies leaving a firm for personal accounts. Hilt collectors cover Linux hosts, VMs, containers, and bare metal, and macOS and Windows devices. For airgapped environments, Hilt ships an offline bundle.Singulr addresses CISOs who need to protect against AI threats while enabling innovation. Singulr addresses CIOs who need to scale AI adoption while maintaining control. Singulr addresses privacy, risk, and compliance teams that enable rapid AI adoption with controls. Singulr aims to unite security, IT, privacy, compliance, and finance on one control system. Singulr states that Agent Pulse gives IT a single control plane to track agent usage, enforce standards, and measure adoption across the organization.
Last verified
November 6, 2026November 5, 2026

Where they overlap

  • Hilt and Singulr are both filed under Data loss prevention and Workforce AI usage security.

Where they differ, field by field

  • Hilt's primary category is Data loss prevention; Singulr's is AI governance.
  • Hilt is also filed under Insider risk management and Third-party risk and security ratings. Singulr is also filed under AI model and agent security.
  • Hilt lists Platform, Infrastructure, Endpoints and Auto-update agent. Singulr lists Enterprise AI and Agentic Control Plane, Singulr Assurance™ Layer and Singulr Pulse™.
  • Singulr is headquartered in Palo Alto, California, United States.

What it sells: Hilt

What Platform does[3][4][5]
Hilt ties each move to a real person and the job that ran it, then scores it against how the data normally moves. Hilt uses a temporal GNN with proprietary ML models to score every move, and agentic investigation writes the case. Hilt deploys as a single-tenant platform inside the customer's own cloud account.
What Infrastructure does[1][2][3][4]
Hilt collectors read process, file, and network activity at the kernel across Linux hosts, VMs, containers, and bare metal. Hilt collectors roll across a fleet, one per host, with no reboot and no inline tap.
What Endpoints does[4]
Hilt device endpoints run kernel collectors on macOS and Windows, plus a managed browser extension across Edge, Safari, Firefox, and Chromium browsers. On macOS, Hilt uses a system collector and a managed browser extension to watch the last hop, resolved to the person and process behind it.
What Auto-update agent does[5]
The Hilt auto-update agent runs as a Kubernetes CronJob in the customer's cluster. The Hilt auto-update agent polls the Hilt release registry, mirrors new images into the customer's registries, rolls out the update, verifies health after rollout, and reports status to a configured webhook.

What it sells: Singulr

What Enterprise AI and Agentic Control Plane does[5]
Singulr Runtime Governance™ is one of three runtime pillars in the Singulr platform, encircled by the Singulr Assurance™ Layer. Singulr describes the control plane as built for enterprise AI across clouds, SaaS, agentic workflows, and every AI touchpoint in the organization.
What Singulr Assurance™ Layer does
The Singulr Assurance™ Layer wraps all three runtime pillars, feeding context in and generating independent evidence on the way out. Singulr discovery covers AI services, agents, MCP servers, embedded AI, in-house applications, locally installed tools, and browser extensions.
What Singulr Pulse™ does
Singulr Pulse™ scores each discovered asset based on configuration, behavior, vendor posture, data sensitivity, user count, and role exposure. Singulr Pulse™ maintains real-time profiles of millions of AI models, services, and MCP servers.

Questions about Hilt and Singulr

What do Hilt and Singulr sell?
Hilt sells Platform, Infrastructure, Endpoints and Auto-update agent. Singulr sells Enterprise AI and Agentic Control Plane, Singulr Assurance™ Layer and Singulr Pulse™.
Are Hilt and Singulr in the same category?
They share Data loss prevention and Workforce AI usage security. Hilt's primary category is Data loss prevention and Singulr's is AI governance.
Where are Hilt and Singulr headquartered?
Singulr is headquartered in Palo Alto, California, United States.
Who are Hilt and Singulr sold to?
Hilt describes cases involving regulated customer records leaving onto an engineer's laptop and trading strategies leaving a firm for personal accounts. Singulr addresses CISOs who need to protect against AI threats while enabling innovation.
What have Hilt and Singulr announced recently?
March 9, 2026: Singulr AI launched Agent Pulse, extending its Unified AI Control Plane to autonomous AI agents and MCP servers.

About Hilt

Hilt sells a platform that maps data movement across cloud and endpoint infrastructure. Hilt is Data Movement Governance for modern infrastructure. Hilt ties each move to a real person and the job that ran it, then scores it against how the data normally moves. Hilt uses a temporal GNN with proprietary ML models to score every move, and agentic investigation writes the case. Hilt says the most valuable data leaves on credentials that are supposed to have it.[1][2][3][4]

Hilt collectors are agents on customer hosts that produce metadata-level telemetry, shipped as a Linux static binary and a macOS managed agent. Hilt reads metadata only by default: who moved what, from where, to where, and how many bytes. Content-aware inspection in Hilt is a toggle the customer controls. Hilt supports both metadata-only and content inspection data collection. Hilt collectors read process, file, and network activity at the kernel across Linux hosts, VMs, containers, and bare metal. On macOS, Hilt uses a system collector and a managed browser extension to watch the last hop, resolved to the person and process behind it. Hilt device endpoints run kernel collectors on macOS and Windows, plus a managed browser extension across Edge, Safari, Firefox, and Chromium browsers. Hilt presents a move that begins on Linux and ends on macOS as one story, not three logs.[2][3][4][5]

One example rule is to alert when payroll data is uploaded outside the approved payroll job. Hilt can send findings to Slack or email, or export them to any SIEM. Hilt response options are to alert, block the upload, or isolate the host. Hilt observation runs off the data path, and enforcement is opt-in and acts at the endpoint, never inline on a server's high-throughput path.[2]

Hilt can isolate a host at the network from the control plane, quarantined while the rest of the fleet keeps running. Hilt intervention is optional and set per workload; on Linux the response is host quarantine, and on macOS Hilt can block the exfil itself. Whether Hilt alerts or quarantines the host, the customer gets a written case covering what happened, why it is unusual, the evidence, and what was done, in plain language. Hilt response is opt-in and off by default.[4]

Hilt deploys as a single-tenant platform inside the customer's own cloud account. Each customer receives a dedicated deployment in its own AWS account, GCP project, Azure subscription, or Ali Cloud account. Hilt applies a Terraform configuration to create the platform infrastructure in the account the customer nominates. The Hilt dashboard is a web application for investigation, detection rules, and administration, reached over private networking. The Hilt analytics database is a column store that holds normalized telemetry and findings. Hilt does not receive, mirror, or hold out-of-band access to customer events. The single exception is the anonymized data export, a core pipeline that transfers only anonymized statistical features after the customer's review and approval. A Hilt collector has exactly one outbound destination: the ingest endpoint, over HTTPS on TCP/443.[3]

Hilt collectors roll across a fleet, one per host, with no reboot, no inline tap, and nothing in front of the traffic. Hilt collectors run off the data path with no listening ports and one outbound rule, and cannot drop, delay, or alter a packet. Hilt operates the platform components in the customer's account, shipping releases, applying updates, and monitoring platform health. The Hilt auto-update agent runs as a Kubernetes CronJob in the customer's cluster. For airgapped environments, Hilt ships an offline bundle with the full artifact set.[4][5]

Hilt engineers do not hold standing access to the customer's environment. In the Hilt dashboard, teams constrain which hosts a user can see. Hilt records security-relevant actions to the audit log, which administrators manage.[1][2][5][6]

Hilt on the record

Sources

Hilt full record

  1. [1]hilt.aiHilt · hilt.ai · undated page, accessed November 6, 2026 · Tier A
  2. [2]Hilt | Data Movement Governance at the KernelHilt · undated page, accessed November 11, 2026 · Tier A
  3. [3]Architecture & data flow - Hilt DocumentationHilt · published October 8, 2026 · Tier A
  4. [4]The Hilt platform | Agentic Data Movement Governance at the kernelHilt · undated page, accessed November 11, 2026 · Tier A
  5. [5]Security operations - Hilt DocumentationHilt · published October 8, 2026 · Tier A
  6. [6]Access & identity - Hilt DocumentationHilt · published October 8, 2026 · Tier A

Singulr full record

  1. [1]singulr.aiSingulr · singulr.ai · undated page, accessed November 5, 2026 · Tier A
  2. [2]Singulr AI Launches Agent Pulse, Extending Its AI Governance and Control Plane to Autonomous Agents and MCPBusiness Wire · undated page, accessed November 5, 2026 · Tier A
  3. [3]CompanySingulr · singulr.ai · undated page, accessed November 5, 2026 · Tier A
  4. [4]Product - Unified AI and Agentic Control PlaneSingulr · undated page, accessed November 10, 2026 · Tier A
  5. [5]AI Governance Platform | Singulr Unified Control PlaneSingulr · undated page, accessed November 10, 2026 · Tier A
  6. [6]Singulr Runtime Governance™ | Enforceable AI Policy & Risk ControlsSingulr · undated page, accessed November 10, 2026 · Tier A
  7. [7]Singulr Runtime Control™ | Enforce AI GovernanceSingulr · undated page, accessed November 10, 2026 · Tier A
  8. [8]Singulr Runtime Security™ | AI Threat DetectionSingulr · undated page, accessed November 10, 2026 · Tier A
  9. [9]Singulr Assurance™ Layer | Continuous AI AssuranceSingulr · undated page, accessed November 10, 2026 · Tier A
  10. [10]Unified AI Control Plane | Singulr Platform FeaturesSingulr · undated page, accessed November 10, 2026 · Tier A
  11. [11]Agent PulseSingulr · undated page, accessed November 10, 2026 · Tier A
  12. [12]AI Security Platform for CISO | Singulr SolutionsSingulr · undated page, accessed November 10, 2026 · Tier A
  13. [13]AI Operations Platform for CIO | Singulr IT SolutionsSingulr · undated page, accessed November 10, 2026 · Tier A
  14. [14]AI Governance for Compliance Teams | Singulr SolutionsSingulr · undated page, accessed November 10, 2026 · Tier A

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