Best DSPM Tools
Compare and discover the best DSPM software and tools for your team. Find the right solution for your needs.
We're committed to pioneering cybersecurity through our innovative patented data security process. Our mission is to ensure that your data remains securely under your control.
Bold Security is a cybersecurity vendor whose core product is a local AI agent for endpoint data protection, not a traditional cloud-native DSPM suite.
We help businesses discover, understand, and protect sensitive information across cloud and on-prem environments.
Cyera is a pioneer in the data security space that empowers security leaders to discover their data attack surface, control the use of data, monitor, detect, and quickly remediate risk.
DataStealth provides an agentless data protection platform that intercepts traffic at the network layer to discover, classify, and neutralize sensitive data.
DataSunrise provides a unified platform for database security, auditing, and vulnerability management across heterogeneous database environments.
Google Cloud DLP (now Sensitive Data Protection) is a fully managed service for discovering, classifying, and protecting sensitive data across Google Cloud Platform resources including BigQuery, Cloud Storage, and Datastore.
Jazz is an AI-native Data Loss Prevention platform that utilizes Large Language Models (LLMs) to understand the context and business intent behind data movement.
Microsoft Defender for Cloud is a unified cloud security platform that provides cloud security posture management (CSPM), cloud workload protection, DevOps security, and AI workload protection across hybrid and multicloud environments including Azure, AWS, and on-premises infrastructure.
Netwrix provides a SaaS-based Identity Governance and Administration (IGA) platform, primarily through Netwrix Identity Manager (formerly Usercube), automating identity lifecycle management across hybrid IT environments.
We believe organizations should be able to trust their data in motion.
OX Security is an enterprise software supply chain security platform that focuses on securing code, dependencies, build pipelines, and container artifacts across the SDLC.
Polar Security is a DSPM vendor focused on discovering, classifying, and mapping sensitive data across cloud and SaaS environments, including shadow data.
Proofpoint is a human-centric cybersecurity platform focused on protecting organizations from email-based and identity-driven attacks such as phishing, business email compromise (BEC), and social engineering.
To secure the future of data-driven enterprises by making every data journey visible, controlled, and compliant, from the first line of code to the final AI output.
Sentra operates at the intersection of data, AI, and security, the three disciplines no prior platform was built to address simultaneously. One platform. Continuous AI data readiness and governance at enterprise scale and speed.
Skyhigh Security CASB is a cloud-based, multi-tenant Cloud Access Security Broker that deploys via forward and reverse proxy modes for real-time control over sanctioned and unsanctioned cloud services.
In a world that relies more and more on data, understanding and protecting it is crucial. That's why at Spirion, we're dedicated to helping organizations around the world protect their most sensitive information.
For continuous command over AI risks, F5 delivers the most adaptable platform for securing AI apps, models, agents, and the APIs connecting them.
Ubiq Security is an identity-driven encryption and key management platform focused on client-side protection of sensitive data before it reaches storage or downstream services.
Varonis is a data security platform vendor positioned in DSPM for enterprises that need to find, classify, and control sensitive data across cloud, SaaS, and on-premises stores.
What is DSPM software?
Compare and discover the best DSPM software and tools for your team. Find the right solution for your needs. With 41 dspm tools listed on Picari, you can compare features, pricing models, and real user experiences side-by-side, without speaking to a single sales rep until you're ready.
Who needs dspm tools?
DSPM software is typically adopted by teams that have outgrown manual processes and need repeatable, scalable workflows. You'll get the most value if:
- Your team spends more than 5 hours/week on tasks that could be automated
- You're scaling past 10 team members and need consistent processes
- You need better visibility into performance metrics and ROI
- Your current tools don't integrate well with the rest of your stack
Buying criteria checklist for dspm
Before committing to a dspm platform, run through this evaluation checklist:
Common mistakes when evaluating dspm tools
- 1.Buying based on demos alone. A polished demo doesn't reveal how the tool handles your actual data and workflows. Always run a proof-of-concept.
- 2.Ignoring total cost of ownership. The sticker price is rarely the full cost, factor in implementation, training, integrations, and potential add-on fees.
- 3.Not involving end users in the evaluation. The people who'll use the tool daily should have a say. Top-down purchases often lead to low adoption.
- 4.Comparing too many tools at once. Shortlist 2–3 finalists max. Evaluating 5+ tools in parallel leads to decision fatigue and delayed timelines.
How to evaluate dspm tools on Picari
Picari is built to help security teams evaluate cybersecurity tools on their terms, no cold calls, no spam, no pressure. Here's how to get started:
- Browse and compare, Review features, pricing, and team fit for each tool above.
- Start a Briefing, Describe your problem and get a personalised shortlist of vendors in minutes.
- Run a Stack Audit, See how a new tool fits alongside what you already use, and identify gaps or overlaps.
- Open an Evaluation Room, Collaborate with your team, organize requirements, and message vendors directly, all in one place.
Not sure which dspm tool fits?
Start a Briefing to tell us what you're trying to solve, get a shortlist and a stack audit in minutes.
Top DSPM tools on Picari (2026)
Here are some of the most popular dspm tools currently listed on the platform:
- Aikido Security DSPM, Budget-friendly pricing · Analyzes source code to identify data exposure risks by tracing how sensitive da…
- Alation, Enterprise pricing · We make data answerable and actionable, for people and agents.…
- AvePoint · AvePoint is the unifying Trust Layer for AI. AvePoint enables more than 28,000 o…
- AWS Macie, Mid-range pricing · Discover and protect sensitive data at scale…
- BigID, Enterprise pricing · BigID is a data intelligence platform that helps organizations discover, classif…
- Binarii Labs · We're committed to pioneering cybersecurity through our innovative patented data…
- Bold Security · Bold Security is a cybersecurity vendor whose core product is a local AI agent f…
- Concentric AI, Enterprise pricing · We help businesses discover, understand, and protect sensitive information acros…