Alternatives to Liminal
Compare Liminal alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Liminal in 2026. Compare features, ratings, user reviews, pricing, and more from Liminal competitors and alternatives in order to make an informed decision for your business.
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1
Ariath
Ariath
Ariath connects a firm’s CRM, custodian, planning tools, and other existing systems into one intelligent thread, so AI can act with full client context while the firm stays in control of how its data is accessed, governed, and used. Governance is configured around each workflow rather than applied as a one-size-fits-all policy. Ariath validates role-based access before data reaches an approved AI model, applies configurable redaction to sensitive information, and creates structured, queryable audit records for every request. Retention settings, prompt injection protection, and tenant-specific deployment provide additional control over how AI interacts with firm and client data. Ariath helps wealth management firms put AI to work across the organization, multiply advisor capacity, and automate more of the workday without losing control or adding unnecessary risk. -
2
Proofpoint AI Security
Proofpoint
Proofpoint AI Security is a unified platform designed to help enterprises govern, monitor, and protect the use of AI systems, large language models, and autonomous agents across the organization. It provides visibility into both sanctioned and unsanctioned AI usage, enabling security teams to discover shadow AI tools, observe prompts and responses, and understand how AI interacts with sensitive data in real time. It applies intent-based detection and behavioral analysis to identify anomalies, prompt injection attempts, and risky interactions, while enforcing policies directly during runtime to prevent data leakage and misuse. It reconstructs full AI transactions, from user input to agent actions and outcomes, giving organizations complete traceability and audit readiness. With controls that extend across endpoints, browsers, and AI agent connections, it enables granular access governance and ensures that AI systems only access and share appropriate information. -
3
AccuroAI
AccuroAI
AccuroAI is an enterprise AI security, data protection, and governance platform designed to give organizations full visibility and control over how artificial intelligence tools and agents are used across their environment. It continuously discovers and inventories both sanctioned and shadow AI tools, spanning browsers, SaaS applications, networks, and autonomous agents, mapping every interaction down to the user, application, and purpose. It operates inline between users and AI models, inspecting prompts and responses in real time to detect and prevent risks such as sensitive data exposure, prompt injection attacks, and unsafe outputs. It applies dynamic data loss prevention by identifying and redacting sensitive information like PII, financial data, source code, and health records before they reach the model, without disrupting workflows. AccuroAI centralizes control through a unified policy engine that enforces governance across human prompts and agent actions. -
4
Lunar.dev
Lunar.dev
Lunar.dev is an AI gateway and API consumption management platform that gives engineering teams a single, unified control plane to monitor, govern, secure, and optimize all outbound API and AI agent traffic, including calls to large language models, Model Context Protocol tools, and third-party services, across distributed applications and workflows. It provides real-time visibility into usage, latency, errors, and costs so teams can observe every model, API, and agent interaction live, and apply policy enforcement such as role-based access control, rate limiting, quotas, and cost guards to maintain security and compliance while preventing overuse or unexpected bills. Lunar.dev's AI Gateway centralizes control of outbound API traffic with identity-aware routing, traffic inspection, data redaction, and governance, while its MCPX gateway consolidates multiple MCP servers under one secure endpoint with full observability and permission management for AI tools.Starting Price: Free -
5
DueDel
DueDel
DueDel is an enterprise-grade intelligence platform that unifies AI risk assessment, AI guardrails, and data protection into one secure, compliant ecosystem. The AI Risk Assessment Tool converts complex data into decision-ready summaries, detects early risk signals, uncovers market trends, and delivers predictive insights for investors, executives, and compliance teams. The Data Protection Fabric ensures no sensitive data ever reaches AI models by applying encryption, tokenization, and redaction—maintaining full compliance with RBI, SEBI, DPDP, and internal policies. The AI Guardrail Gateway gives complete control over what AI sees and generates, blocking harmful prompts, preventing hallucinations, enforcing policy-based routing, and securing external LLM usage with audit-grade logs. Together, DueDel enables regulated enterprises to govern AI safely while making faster, smarter, and fully compliant financial decisions.Starting Price: $0 -
6
Armet AI
Fortanix
Armet AI is a secure, turnkey GenAI platform built on Confidential Computing that encloses every stage, from data ingestion and vectorization to LLM inference and response handling, within hardware-enforced secure enclaves. It delivers Confidential AI with Intel SGX, TDX, TiberTrust Services and NVIDIA GPUs to keep data encrypted at rest, in motion and in use; AI Guardrails that automatically sanitize sensitive inputs, enforce prompt security, detect hallucinations and uphold organizational policies; and Data & AI Governance with consistent RBAC, project-based collaboration frameworks, custom roles and centrally managed access controls. Its End-to-End Data Security ensures zero-trust encryption across storage, transit, and processing layers, while Holistic Compliance aligns with GDPR, the EU AI Act, SOC 2, and other industry standards to protect PII, PCI, and PHI. -
7
Oximy
Oximy
Oximy is a platform built to provide organizations with complete visibility, governance, and protection over how artificial intelligence is used across their workforce, acting as a centralized system of record for enterprise AI activity. It automatically detects and categorizes every AI tool being used by observing network-level interactions, eliminating the need for manual tracking or individual integrations. It continuously monitors how employees, applications, and agents interact with AI systems, analyzing prompts, responses, and data flows in real time to identify risks such as sensitive data exposure, unsafe outputs, or unauthorized usage. It enables organizations to enforce policies dynamically, block risky behavior, and receive alerts when violations occur, while also reconstructing activity to provide full traceability and auditability. Oximy consolidates fragmented AI usage into a unified view, helping teams understand adoption patterns.Starting Price: $9 per month -
8
Fasoo AI-R Privacy
Fasoo
Fasoo AI-R Privacy is an AI-driven data privacy solution that helps organizations accurately locate, classify, and protect sensitive personal data across unstructured formats. Using advanced deep learning and natural language processing (NLP), the solution interprets context to detect personally identifiable information (PII) and apply automated masking or redaction based on predefined policies. Unlike traditional tools that rely on static pattern matching, Fasoo AI-R Privacy uses transformer-based models to understand how data is used within sentences, improving accuracy and reducing false positives. It’s especially effective for complex or hidden PII in free-text content, scanned files, and mixed data types. This solution is ideal for industries handling large volumes of personal data—such as healthcare, finance, and the public sector—where compliance with data protection laws is essential. -
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F5 AI Guardrails is a runtime AI security solution designed to protect AI models, applications, agents, and connected data throughout deployment and operation. The platform helps organizations defend against adversarial threats such as prompt injection, jailbreak attacks, harmful outputs, and unauthorized AI behavior. It provides real-time monitoring and enforcement of security policies to prevent data leakage, compliance violations, and misuse of AI systems. Organizations can implement predefined guardrails or create customized policies tailored to specific business requirements and AI use cases. The platform also delivers observability, auditing, and governance capabilities that help organizations maintain visibility into AI interactions and regulatory compliance. By combining threat protection, data security, and AI governance, F5 AI Guardrails helps enterprises operate AI systems more safely and responsibly.
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10
Sawmills
Sawmills.ai
Sawmills is the first smart telemetry management platform, giving enterprises control over telemetry data before it reaches costly observability tools. No other solution in the market applies AI-based detection for noise to telemetry optimization, making Sawmills uniquely positioned to cut waste, improve data quality, and enforce governance. Traditional filtering and hand-written rules don’t scale. Sawmills applies AI to your telemetry pipeline to continuously detect noise patterns, duplicate and near-duplicate events, low-value attributes, cardinality explosions, PII/policy violations, and broken schemas. For each finding, Sawmills proposes an action: filter, redact, aggregate, downsample, normalize, enrich, and can auto-remediate with approvals, SLAs, and rollbacks. This shifts control upstream, reduces waste, improves data quality, and makes governance automatic.Starting Price: $0 -
11
Maetra
Maetra
Maetra is an AI governance and compliance control plane for teams operating tool-using AI agents. Discover inventories agents and capabilities; Comply maps systems to applicable frameworks and keeps reusable evidence current; Govern evaluates consequential actions against versioned policies and routes human approval when required. Secure scans prompts, messages, model outputs, and tool calls for prompt injection, data exposure, unsafe actions, and policy violations. Task Guard detects task drift, scope changes, and mismatched effects. Interaction Guard protects supported browser-AI prompts and files, while Audit preserves linked decision, approval, runtime, and change evidence. Teams can adopt modules separately or together through the web app, REST APIs, SDKs, and MCP. A 14-day no-card trial is available, with paid plans from $20/month.Starting Price: $20/month -
12
EldNex AI
EldNex AI
ELDNEX lets you become your own ELD provider. Instead of renting space in a multi-tenant cloud, you deploy a single-tenant, self-hosted ELD that runs under your brand and your security model. All compliance data (HOS, DVIR, IFTA) stays encrypted on your servers, with role-based access and audit trails for inspections. The platform focuses on cost control—replacing recurring per-truck fees with a one-time license—and on operational independence, so you stage updates, integrations, and policies on your schedule. For drivers, a simple app supports roadside inspection mode, offline operation, and friendly HOS workflows; for ops, APIs and bulk exports streamline TMS/ERP integrations. ELDNEX is designed to be FMCSA-ready and to help fleets keep scores clean by isolating their data and hosting. It’s a strong match for mid-to-large fleets (≈100+ units) that value data governance, white-label branding, and predictable long-term economics.Starting Price: $10.00/month -
13
FireTail
FireTail
FireTail is an end-to-end AI security and governance platform designed to give organizations complete visibility, control, and protection over how artificial intelligence is used across their environments. It continuously discovers AI usage across code, cloud infrastructure, APIs, SaaS tools, and browsers, building a real-time inventory of both approved and shadow AI systems to ensure nothing operates outside governance. It captures and analyzes every AI interaction, including prompts, responses, metadata, and user identity, providing deep contextual visibility into how AI models are accessed and how data flows through them. FireTail enables organizations to enforce flexible, context-aware policies through a centralized governance engine, using prebuilt frameworks such as OWASP or custom rules to maintain compliance without slowing innovation. It continuously monitors activity to detect risks like prompt injection, data leakage, model misuse, and anomalous behavior. -
14
Resemble AI
Resemble AI
Resemble AI is a generative AI security platform that helps organizations generate, verify, and detect synthetic media across audio, image, and video formats. The platform provides multimodal deepfake detection capabilities designed to identify manipulated media and explain the reasoning behind detection results. Resemble AI also offers voice synthesis and cloning technology with built-in watermarking applied at the moment of content creation for improved authenticity and traceability. Businesses can use the platform to protect digital media with permanent and invisible watermarks that travel with files across different environments. The platform’s detection models are designed to identify deepfakes generated from more than 160 AI models while supporting a wide range of media file formats. Resemble AI supports both cloud and on-premises deployments, giving organizations flexibility for security and compliance requirements. Trusted by enterprises and developers.Starting Price: $30 -
15
Alvor
Alvor
Alvor is a security architecture management and compliance platform for modern teams. Eight integrated modules (assets, secure by design, risk, compliance, policy, program, third-party risk, business continuity) share one graph, with an embedded AI assistant that drafts diagrams, threat models and policies. Every AI write is approval-gated and audit-logged. Flat, all-inclusive pricing. Single-tenant: dedicated cloud instance in your region, on-premise, or air-gapped. -
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Dapple
Dapple
Dapple is an Enterprise OS Cloud built for regulated enterprises and AI-native companies that need dedicated AI infrastructure without compromising on isolation, data residency, governance, or performance. It sits between the public cloud and the private data center, combining dedicated, single-tenant GPU infrastructure with orchestration, compliance, connectivity, observability, and operations through one control plane. Topology-aware placement, multi-GPU scheduling, fault-domain isolation, and reserved clusters provide predictable performance without noisy neighbors. Private connectivity extends existing cloud environments directly to dedicated compute, while identity, container orchestration, threat protection, and governance policies continue working across the deployment. Compliance is enforced at the architecture level before workloads execute, supporting in-country data residency, audit requirements, and regulatory frameworks. -
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While not all models are created equal, every model needs governance to drive responsible and ethical decision-making throughout the business. IBM® watsonx.governance™ toolkit for AI governance allows you to direct, manage and monitor your organization’s AI activities. It employs software automation to strengthen your ability to mitigate risks, manage regulatory requirements and address ethical concerns for both generative AI and machine learning (ML) models. Access automated and scalable governance, risk and compliance tools that cover operational risk, policy management, compliance, financial management, IT governance and internal or external audits. Proactively detect and mitigate model risks while translating AI regulations into enforceable policies for automatic enforcement.Starting Price: $1,050 per month
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18
Saptiva AI
Saptiva AI
Saptiva is an AI infrastructure platform that lets organizations build, deploy, manage, and scale generative AI workloads with complete control over where they run and how data is governed. Designed with regulated industries in mind, it supports full-stack ownership from compute through model orchestration to deployment without vendor lock-in and with no data exit, enabling modular, secure AI operations across cloud, hybrid, on-prem, edge or fully air-gapped setups. Using its frIdA control layer, Saptiva provides unified orchestration, observability, policy enforcement, and auto-scalable compute while letting teams run open-source, proprietary, or custom models and integrate them via APIs, SDKs, and CLIs. It emphasizes enterprise-grade security with encryption, access controls, workload isolation, and detailed logging, and offers modular building blocks such as OCR, document parsers, and entity extractors for production workflows. -
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Informatica Dynamic Data Masking
Informatica
Your IT organization can apply sophisticated masking to limit sensitive data access with flexible data masking rules based on a user’s authentication level. Blocking, auditing, and alerting your users, IT personnel, and outsourced teams who access sensitive information, it ensures compliance with your security policies and industry and civil privacy regulations. Easily customize data-masking solutions for different regulatory or business requirements. Protect personal and sensitive information while supporting offshoring, outsourcing, and cloud-based initiatives. Secure big data by dynamically masking sensitive data in Hadoop. -
20
Aim
Aim
Unleash the business benefits of generative AI without the risks. From visibility to remediation, secure organizational AI use while leveraging your existing security environment. Know where your AI is. Get a comprehensive inventory of all generative AI apps across the entire organization. Manage your AI risk. See what applications can store and learn about your data, and understand what data is connected to which LLM. Gain insights on AI adoption over time, with Aim’s continuous business-critical insights. Aim empowers enterprises to securely leverage public generative AI technology. Discover all shadow AI tools, reveal their risks, and apply real-time data protection policies. Aim secures your internal LLM deployment. Enable the hyper-productivity of copilots, and let Aim secure them by eliminating misconfigurations, detecting threats, and fortifying trust boundaries. -
21
Fasoo Data Radar
Fasoo
Fasoo Data Radar (FDR) is a data discovery and classification solution that helps organizations locate, analyze, and manage sensitive unstructured data across on-premise servers, cloud storage, and endpoints. It scans and classifies files based on keywords, regex patterns, file formats, and other predefined policies, ensuring organizations maintain control over critical information. With real-time monitoring and centralized policy enforcement, FDR enhances data security by identifying risks, preventing unauthorized access, and assisting with compliance requirements such as GDPR, HIPAA, and CCPA. Its integration with enterprise security frameworks allows organizations to apply consistent data protection policies while improving operation workflows. By automating data classification and governance, FDR increases efficiency and enhances data visibility for security and compliance management. -
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Unity AI Gateway
Databricks
Unity AI Gateway provides centralized governance, observability, and spend controls across enterprise AI systems, helping organizations manage agents, tools, models, MCPs, and AI frameworks from a single governed layer. It applies consistent governance across Databricks-hosted AI, external models, coding agents, agent harnesses, and other AI services without locking teams into a single provider or stack. Identity-aware policies control what agents can access, which actions they can take, and which tools they can use, while built-in, custom, and third-party guardrails enforce safety and compliance across prompts, responses, and interactions. It captures prompts, traces, tool calls, payload logs, audit logs, token usage, and policy decisions to monitor behavior, investigate incidents, and support compliance. Centralized cost controls track consumption across users, teams, applications, agents, and providers, with budgets, rate limits, and hard spend caps. -
23
Varonis Data Security Platform
Varonis
The most powerful way to find, monitor, and protect sensitive data at scale. Rapidly reduce risk, detect abnormal behavior, and prove compliance with the all-in-one data security platform that won’t slow you down. A platform, a team, and a plan that give you every possible advantage. Classification, access governance and behavioral analytics combine to lock down data, stop threats, and take the pain out of compliance. We bring you a proven methodology to monitor, protect, and manage your data informed by thousands of successful rollouts. Hundreds of elite security pros build advanced threat models, update policies, and assist with incidents, freeing you to focus on other priorities. -
24
Motific.ai
Outshift by Cisco
Accelerate your GenAI adoption journey. Configure GenAI assistants powered by your organization’s data with just a few clicks. Roll out GenAI assistants with guardrails for security, trust, compliance, and cost management. Discover how your teams are leveraging AI assistants with data-driven insights. Uncover opportunities to maximize value. Power your GenAI apps with top Large Language Models (LLMs). Seamlessly connect with top GenAI model providers such as Google, Amazon, Mistral, and Azure. Employ safe GenAI on your marcom site that answers press, analysts, and customer questions. Quickly create and deploy GenAI assistants on web portals that offer swift, precise, and policy-controlled responses to questions, using the information in your public content. Leverage safe GenAI to offer swift, correct answers to legal policy questions from your employees. -
25
Hapax
Hapax
Hapax is a purpose-built, native AI platform designed specifically for banks and credit unions, transforming how financial institutions access knowledge, execute workflows, and operate in highly regulated environments. Unlike generic AI tools layered onto legacy systems, Hapax is built from the ground up as a single-tenant solution that integrates directly with an institution’s internal data, documentation, and processes, creating a fully customized “Intelligence Core” unique to each organization. It leverages over a decade of proprietary financial data, including thousands of documents, conversations, and regulatory materials, to deliver accurate, context-aware insights and responses tailored to industry requirements. It combines generative AI with multi-agent workflows capable of automating complex, institution-specific operations such as compliance validation, fraud detection, policy creation, and decision support, while maintaining strict governance and auditability.Starting Price: $2.50 per credit -
26
OneTrust Data Use Governance
OneTrust
OneTrust Data Use Governance is a data governance solution that helps organizations apply and enforce data usage policies across modern data and AI environments. As part of the OneTrust AI-Ready Governance Platform, it connects governance policies directly to native data controls to enable real-time, automated policy enforcement. The platform helps organizations accelerate responsible data access by replacing manual approval processes with policy-driven governance. It uses AI-powered data classification to identify structured and unstructured data while capturing business, regulatory, consent, and data context for more accurate governance decisions. Machine-readable labels and programmatic controls help ensure data is used according to its intended purpose while supporting compliance and audit requirements. -
27
RedactXpert
RedactXpert
RedactXpert is an AI-powered document redaction SaaS platform that helps organizations securely and efficiently remove sensitive data and personally identifiable information (PII) from a wide range of document types, including PDFs, files, spreadsheets, images, emails with attachments, and even handwritten notes, using Microsoft Azure Cognitive Services for advanced detection and precision. It automates the identification of common and custom data patterns while offering manual tools for fine-tuned control, built-in document management features like rotation and page handling, enhanced search and workflow oversight, and the ability to bundle multiple files into a single searchable output to streamline redaction workflows. Users can preview, review, and approve redactions, apply irreversible masking that permanently removes confidential content, and tailor rules to extend beyond standard PII categories, improving compliance with data protection regulations. -
28
Azure OpenAI Service
Microsoft
Apply advanced coding and language models to a variety of use cases. Leverage large-scale, generative AI models with deep understandings of language and code to enable new reasoning and comprehension capabilities for building cutting-edge applications. Apply these coding and language models to a variety of use cases, such as writing assistance, code generation, and reasoning over data. Detect and mitigate harmful use with built-in responsible AI and access enterprise-grade Azure security. Gain access to generative models that have been pretrained with trillions of words. Apply them to new scenarios including language, code, reasoning, inferencing, and comprehension. Customize generative models with labeled data for your specific scenario using a simple REST API. Fine-tune your model's hyperparameters to increase accuracy of outputs. Use the few-shot learning capability to provide the API with examples and achieve more relevant results.Starting Price: $0.0004 per 1000 tokens -
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LLM Capsule
CUBIG LTD
LLM Capsule enables organizations to safely leverage AI and LLMs—like ChatGPT, Claude, and Gemini—on sensitive enterprise data, without exposing the original information. Unlike traditional masking or redaction tools that destroy context and reduce AI utility, LLM Capsule transforms and encapsulates data so that its structure, relationships, and business meaning are preserved for accurate AI processing. Define and protect not just PII, but any business-critical context—contracts, project codes, clinical terms, source code, and more—using customizable policies. Capsule technology ensures that only secure, context-rich data is sent to external or internal AI models, and original information is automatically restored upon return. Meet the strictest compliance standards (N2SF, ISO/IEC 27001), enable full auditability, and deploy flexibly on cloud or on-premises. Empower your teams to innovate with AI, while keeping enterprise context -
30
SurePath AI
SurePath AI
Ensure AI use adheres to corporate policy with our simple-to-implement AI governance control plane. Remove complexity, gain visibility, and securely increase AI adoption, with SurePath AI. Native integrations to your existing security solutions, private models, and enterprise data sources. SSO, SCIM, and SIEM are natively supported. Detect AI use at a network level. Control access and inspect requests for sensitive data leaks. Redact sensitive data found in requests to public models. In-line modification of requests enables productivity while mitigating risk. Redirect traffic to your private AI models. Leverage SurePath AI's private model access controls as your own internally branded enterprise AI portal. Policy-based controls enrich requests with only the enterprise data users are granted access to, giving meaningful responses based on relevant business context. Users' prompts are automatically enhanced to align output to enterprise objectives. -
31
Enkrypt AI
Anaconda
Enkrypt AI is an agentic AI security and compliance platform designed to protect AI applications, models, agents, and their interactions throughout deployment. The platform combines continuous red teaming, real-time guardrails, monitoring, and policy enforcement to help organizations identify and mitigate AI security, safety, compliance, and brand risks. Enkrypt AI dynamically tests AI systems with use-case-specific attacks to uncover issues such as prompt injection, jailbreaking, data leakage, hallucinations, bias, harmful content, model drift, and unsafe agent actions. Real-time guardrails analyze AI interactions and block threats as they occur while adapting to changing prompts and emerging risks. Its compliance capabilities translate internal policies and external regulations into automated controls while producing evidence that organizations can use for audits and governance. -
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CloudSOC CASB
Broadcom
Security without compromise: the broadest, deepest protection for the public cloud. Stay secure and compliant when using sanctioned and unsanctioned cloud apps and services on SaaS, PaaS, and IaaS platforms. Get unequaled cloud app security with the deepest visibility, tightest data security, and strongest threat protection from the CASB. Gain visibility into shadow IT, apply governance over cloud data, protect against threats, and more easily ensure compliance. Take advantage of automated cloud-activity intelligence and machine learning to automatically trigger policy responses, create at-a-glance risk diagnoses, free up IT resources, and make sure your organization uses only cloud services that meet your security and compliance requirements. Surveil and analyze thousands of server-side and mobile cloud apps. Monitoring, data governance, threat protection, and policy controls for sanctioned and unsanctioned cloud accounts. -
33
Prompt Security
SentinelOne
Prompt Security enables enterprises to benefit from the adoption of Generative AI while protecting from the full range of risks to their applications, employees and customers. At every touchpoint of Generative AI in an organization — from AI tools used by employees to GenAI integrations in customer-facing products — Prompt inspects each prompt and model response to prevent the exposure of sensitive data, block harmful content, and secure against GenAI-specific attacks. The solution also provides leadership of enterprises with complete visibility and governance over the AI tools used within their organization. -
34
ZYNO Audit
Elite Mindz
ZYNO Audit is an AI-powered audit and compliance management platform designed to streamline expense auditing and regulatory oversight. It automates expense tracking, anomaly detection, and policy compliance checks to reduce manual effort and minimize risk. The system uses machine learning algorithms to detect fraud, flag irregular transactions, and generate detailed audit trails. With built-in compliance tools, organizations can access regulatory templates, automated reporting, and risk assessment modules from a centralized dashboard. ZYNO Audit also provides intelligent expense categorization, budget forecasting, and approval workflow automation to maintain cost transparency. Enterprise-grade security features such as encryption, role-based access control, and automated backups protect sensitive audit data. By combining automation with compliance intelligence, ZYNO Audit helps businesses improve efficiency, reduce operational costs, and strengthen governance frameworks.Starting Price: $7950/year -
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Jozu
Jozu
Jozu is an AI supply chain security platform that verifies artifacts before execution, governs agent activity at runtime, and preserves proof of what happened afterward. Jozu Hub provides a self-hosted registry for models, agents, MCP servers, and skills, centralizing each artifact with cryptographic signatures, attestations, scanning, policy controls, and audit records. Its AI-specific security analysis covers threats such as executable code hidden in model packages, backdoored weights, data poisoning, prompt injection, compromised tools, and license violations. Policies can be authored once, distributed as signed OCI artifacts, and enforced when artifacts are pulled, promoted, admitted, or executed. Jozu Agent Guard runs alongside workloads on servers, desktops, edge devices, and air-gapped systems, applying local prompt and input-output filtering, tool-access controls, approval requirements, and runtime policy enforcement. -
36
White Circle
White Circle
White Circle is a unified AI control platform designed to provide end-to-end visibility, safety, and performance optimization for AI systems by combining testing, protection, monitoring, and improvement into a single integrated layer. It acts as a centralized control system that sits between AI models and users, analyzing every input and output in real time to ensure compliance with safety, security, and quality standards. It includes automated stress-testing capabilities that simulate risky prompts and real-world attack scenarios, allowing teams to detect vulnerabilities such as hallucinations, prompt injections, data leaks, and policy violations before deployment. It also features a protection layer that enforces custom rules through low-latency guardrails, blocking, rewriting, or flagging unsafe outputs instantly while preventing misuse of tools, unauthorized actions, or exposure of sensitive information.Starting Price: Free -
37
Azure Blueprints
Microsoft
Simplify largescale Azure deployments by packaging key environment artifacts, such as Azure Resource Manager templates, role-based access controls, and policies, in a single blueprint definition. Easily apply the blueprint to new subscriptions and environments, and fine-tune control and management through versioning. Easily create your cloud governance templates, access controls, and policies as a single compliant package so environments are ready to be configured. Deploy blueprints to multiple subscriptions with a single click. Manage blueprints from a central location and track blueprint versions to push updates. Speed deployment of compliant applications to production through a self-service model, and easily deploy compliant environments matched to production standards. Use blank templates for custom blueprints or built-in blueprints for compliance with common internal scenarios and external regulations like ISO 27001. -
38
Ask Sage
BigBear.ai
Ask Sage is a secure, model-agnostic generative AI platform built for government, defense, and regulated organizations that need to use sensitive data across mission-ready workflows. It provides one multimodal workspace for more than 150 commercial, frontier, and open-source models, supporting text, code, image generation and analysis, video, and audio without locking teams into a single provider. Users can ingest organizational data once and reuse it across models for grounded document Q&A, drafting, summarization, knowledge management, policy checks, data analysis, and role-specific outputs. Ask Sage Chat offers a conversational interface, while Workbook brings sources, memos, shared chat history, and team collaboration into one document-centered environment. Agent Builder uses a visual, node-based canvas to create, preview, reuse, monitor, and orchestrate automated workflows without code. -
39
Randtronics DPM easyData
Randtronics
DPM easyData is a high-performance data spoofing or de-identification engine. Data spoofing examples include masking, tokenization, anonymization, pseudonymization and encryption. DPM data spoofing processes replace whole or parts of sensitive data with a non-sensitive equivalent (creates fake data) and is a very powerful data protection tool. DPM easyData is a software data security solution that allows web and app server applications and databases to tokenize and anonymize data and apply masking policies for unauthorized users when retrieving sensitive data. The software allows a high level of granularity, defining which authorized users have access to which protection policies, and what operations they may perform with those protection policies. DPM easyData is extremely customizable and is able to protect and tokenize many different types of data. The software has been designed to be flexible and users are free to define any format of input data and token format. -
40
asqav
asqav
asqav is an AI governance and security platform designed to make AI agents audit-ready by providing real-time monitoring, enforcement, and verifiable proof of every action taken by an agent. It introduces a lightweight SDK that allows developers to integrate governance directly into their agents in just a few lines of code, enabling continuous oversight across the full lifecycle of AI operations. It includes behavioral monitoring to detect issues such as drift, rate limits, and scope violations, along with advanced threat detection that identifies prompt injections, exposure of sensitive data, toxic outputs, and other risks. It enforces policy through configurable “policy gates,” which apply per-agent rules, preflight checks, and dynamic approvals before actions are executed, ensuring that agents operate within defined boundaries. asqav also provides automated incident response capabilities, including the ability to suspend, quarantine, or escalate risky agents.Starting Price: $39 per month -
41
Flowsecure
Flowsecure
FlowSecure is a comprehensive data security and compliance platform designed to help organizations protect sensitive information, ensure regulatory compliance, and manage data governance with ease. Built to address modern security challenges, FlowSecure enables businesses to monitor, control, and secure data flows across cloud and on-premise environments. It offers advanced tools for data classification, real-time monitoring, and access control, giving organizations full visibility into where their data resides and how it's being used. With FlowSecure, companies can detect unauthorized access, prevent data leaks, and enforce compliance with regulations like GDPR, CCPA, HIPAA, and more. Its intuitive dashboards and automated alerts make it easy for security teams to identify risks and respond quickly to threats, while its customizable policies allow for tailored governance strategies.Starting Price: $25 per month -
42
Velum Privacy
Velum Privacy
Velum Privacy masks personal data before it reaches an AI assistant, then restores the real values in the reply. Everything runs on your own machine. No servers, no accounts, no telemetry. Reversible by design: one-way redaction protects the data but breaks the answer. A local mapping means the reply comes back readable. Three surfaces, one engine. A browser extension for Chrome, Brave, Edge and Vivaldi, text masking free, no account. A macOS desktop app for documents, folders and coding agents over MCP, Windows in progress. A Jira and Confluence Cloud app that runs inside your own Atlassian instance. Detection combines pattern matching, checksum validation for IBANs and national IDs, and a local NER model across nine language variants. Accuracy is published, including failure rates: 99.8% must-mask F1 at the top tier. Verifiable, not asserted: the extension declares zero host permissions, and the desktop app names every outbound call and masks with the network off.Starting Price: $149/year -
43
iDox.ai Guardrail
iDox.ai
iDox.ai Guardrail is a real-time AI security layer that prevents sensitive data exposure in generative AI workflows. It operates at the endpoint to intercept prompts, file uploads, and AI interactions before data leaves the user’s device. Guardrail applies policy-based controls to detect and block sensitive data such as PII, PHI, PCI, intellectual property, and confidential business information. Unlike traditional data loss prevention (DLP) tools, Guardrail is built specifically for AI usage. It monitors how users interact with AI tools like ChatGPT, Microsoft Copilot, and Claude, and enforces protection in real time. Key capabilities include: - Real-time prompt and file monitoring - AI-aware sensitive data detection - On-the-fly anonymization and sanitization - Protection against AI agent risks (e.g., unauthorized file access like OpenClaw) - Website whitelisting and policy enforcementStarting Price: $9/device/month -
44
Snapper
Snapper
Snapper is an AI agent security platform designed to provide end-to-end governance and protection for organizations deploying AI agents across applications, networks, and systems. It delivers runtime enforcement by evaluating every agent action, including tool calls, API requests, and data access, before execution through a policy-driven rule engine with multiple enforcement layers. It offers unified visibility into AI usage by monitoring network traffic, browser activity, DNS, and processes to detect unauthorized tools and “shadow AI,” while also intercepting outbound LLM requests through SDK wrappers and a network proxy to evaluate, redact, and log sensitive data in real time. Snapper includes advanced threat detection capabilities that identify prompt injection, exploit chains, anomalous behavior, and multi-step attack patterns using behavioral baselines, kill chain tracking, and composite trust scoring. -
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ReadyRedact
ReadyRedact
ReadyRedact is an AI-powered automated document redaction software designed to help businesses and organizations comply with privacy laws such as GDPR, CCPA, HIPAA, and others. It uses advanced AI technology to efficiently redact sensitive information in documents like PDFs, JPEGs, TIFFs, and Microsoft Office files, ensuring the confidentiality of private data. ReadyRedact automates the redaction process, removing personal and confidential details to mitigate risks such as identity theft, fraud, and litigation. It includes features like bulk uploads, automated email integration, OCR-based search and redaction, document annotations, and project management tools for secure collaboration. It provides full compliance with privacy regulations, making it ideal for industries like law firms, healthcare, finance, and government agencies. ReadyRedact also allows users to track edits, maintain audit logs, and apply role-based access control for enhanced data security.Starting Price: $14.99 per month -
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Permify
Permify
Permify is an authorization service designed to help developers build and manage fine-grained, scalable access control systems within their applications. Inspired by Google's Zanzibar, Permify enables the structuring of authorization models, storage of authorization data in preferred databases, and interaction with its API to handle authorization queries across various applications and services. It supports multiple access control models, including Role-Based Access Control (RBAC), and Attribute-Based Access Control (ABAC), allowing for the creation of granular permissions and policies. Permify centralized authorization logic, abstracting it from the codebase to facilitate easier reasoning, testing, and debugging. It offers flexible policy storage options and provides a role manager to handle RBAC role hierarchies. The platform also supports filtered policy management for efficient enforcement in large, multi-tenant environments.Starting Price: Free -
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OpenBox
OpenBox
OpenBox is an enterprise-grade AI governance platform designed to make AI systems transparent, auditable, and safe to deploy at scale by enforcing real-time oversight across every agent action and system interaction. It provides a unified governance layer that connects identity, policy, risk, and compliance into a single runtime system, eliminating the fragmentation typically found across multiple tools and enabling organizations to standardize control over AI behavior. It integrates directly into existing AI workflows through a lightweight SDK, requiring no architectural changes, and immediately delivers full visibility into how AI agents operate, make decisions, and interact with other systems. OpenBox monitors and evaluates every action before execution, applying policy enforcement and regulatory checks in real time to prevent non-compliant or risky behavior rather than reacting after errors occur.Starting Price: Free -
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wAnywhere
wAnywhere
wAnywhere is an AI-powered Workforce Productivity, Security & Compliance Platform for remote, hybrid, and on-site teams. Designed for BPO, IT, and BFSI enterprises, it delivers 360° workforce visibility, zero data leakage, and policy compliance across all endpoints. It enforces Zero Trust security with geo-fencing, DLP integration, and IP-based access controls. Real-time monitoring detects data misuse, screen capture, or USB violations. wAnywhere ensures GDPR, HIPAA, and SOC 2 compliance with automated audit trails, role-based access, and live violation alerts. Its AI-driven dashboards track productivity, focus time, and compliance adherence — empowering CXOs, CTOs, CISOs, and COOs to lead secure, compliant, and high-performing teams from a single unified platform.Starting Price: $6 per month -
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MintMCP
MintMCP
MintMCP is an enterprise-grade Model Context Protocol (MCP) gateway and governance platform that provides centralized security, observability, authentication, and compliance controls for AI tools and agents connecting to internal data, systems, and services. It lets organizations deploy, monitor, and govern MCP infrastructure at scale, giving real-time visibility into every MCP tool call, enforcing role-based access control and enterprise authentication, and maintaining complete audit trails that meet regulatory and compliance needs. Built as a proxy gateway, MintMCP consolidates connections from AI assistants like ChatGPT, Claude, Cursor, and others to MCP servers and tools, enabling unified monitoring, blocking of risky behavior, secure credential management, and fine-grained policy enforcement without requiring each tool to implement security individually. -
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Waqi AI
Waqi AI
Waqi is a compliance platform designed to help organizations align with Saudi Arabia’s Personal Data Protection Law (PDPL). It provides automated website scanning to detect privacy and data protection risks, including cookies, trackers, and missing compliance requirements. The system generates policies, reports, and governance documentation tosupport regulatory alignment. It also offers tools for ongoing monitoring, consent management, and data protection workflows. Waqi is built for businesses seeking to manage PDPL compliance across digital operations and internal data practices.Starting Price: $0
