ZeroEntropy vs. deepset Comparison Chart

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection. Vertex AI Agent Builder enables developers to create and deploy enterprise-grade generative AI applications. It offers both no-code and code-first approaches, allowing users to build AI agents using natural language instructions or by leveraging frameworks like LangChain and LlamaIndex.

Concord Horizon is a next generation contract management platform rebuilt for the AI era, applying ten years of Concord expertise to a modern, AI native architecture. Horizon gives teams a cleaner, faster interface with light and dark mode, collapsible navigation, custom and pinnable columns, advanced filtering, and consistent tables across every module so users can work in full screen focus when they need it. AI Copilot lets you ask natural language questions about any contract, summarize or extract key points, and generate quick insights or reports, while AI Search combines lexical and semantic search to find meaning rather than just keywords and perform multi actions on results. With MCP you can bring contract insights into tools like ChatGPT or Claude to generate summaries or tables from your portfolio and automate contract monitoring, all backed by a zero data retention policy with AI partners so customer data is never used to train AI models.

TruGrid SecureRDP secures access to Windows desktops and applications from any location. It is a DaaS solution that employs a Zero Trust model without firewall exposure. Key Benefits of TruGrid SecureRDP: - No Firewall Exposure & No VPN Required: Secure remote access without exposing inbound firewall ports - Zero Trust Security Model: Ensures that only pre-authenticated users can connect, mitigating ransomware risks - Cloud-Based Authentication: Eliminates the need for RDS gateways, SSL certificates, or third-party MFA solutions - Optimized Performance: Built-in fiber-optic mesh technology reduces latency - Simple Deployment & Multi-Tenant Management: Implements in less than an hour and includes a multi-tenant dashboard - Integrated MFA & Azure AD Support: Includes built-in MFA and integrates with Azure MFA & AD - Cross-Platform Support: Works on Windows, Mac, iOS, Android, and Chrome - 24x7 Support & Free Setup: Includes 24x7 support and free setup assistance

ZeroPath (YC S24) is an AI-native application security platform that delivers comprehensive code protection beyond traditional SAST. Founded by security engineers from Tesla and Google, ZeroPath combines large language models with advanced program analysis to find and automatically fix vulnerabilities. ZeroPath provides complete security coverage: 1. AI-powered SAST for business logic flaws & broken authentication 2. SCA with reachability analysis 3. Secrets detection and validation 4. Infrastructure as Code 5. Automated patch generation. any more... ZeroPath delivers 2x more real vulnerabilities with 75% fewer false positives. Our research team has been successful in finding vulns like critical account takeover in better-auth (CVE-2025-61928, 300k+ weekly downloads), identifying 170+ verified bugs in curl, and discovering 0-days in production systems at Netflix, Hulu, and Salesforce. Trusted by 750+ companies and performing 200k+ code scans monthly.

Built through collaboration with global banks, HERE Enterprise Browser provides enterprise security, workforce productivity and seamless integration of enterprise AI. HERE’s Chromium-based, zero-trust security model includes integration with Microsoft Entra and other IDPs, app access controls, data loss prevention controls, executable protection and auditability for compliance. HERE supercharges productivity through app interoperability and Supertabs that combine multiple tabs into persona or task-based dashboards. It provides federated enterprise search to Microsoft 365, Google Workspace, Salesforce and other platforms. HERE also has its own Notification Center and an AI Center that enables integration of enterprise AI models into end user workflows. The company is backed by major banks and IQT, the not-for-profit strategic investor that accelerates the introduction of groundbreaking technologies to enhance the national security of America and its allies.

CloudZero is the leader in proactive cloud cost efficiency. We enable engineers to build cost-efficient software without slowing down innovation. CloudZero's next-generation cloud cost optimization platform automates the collection, allocation, and analysis of cloud costs to uncover savings opportunities and improve unit economics. We are the only platform that enables companies to understand 100% of their operational cloud spend and take an engineering-led approach to optimizing that spend. CloudZero is used by industry leaders worldwide, such as Coinbase, Klaviyo, Miro, Nubank, and Rapid7.

Whether you're shipping web or mobile apps, QA Wolf has you covered. We build automated end-to-end tests for 80% of your user flows in weeks, maintain them 24 hours a day, and provide unlimited parallel test runs on our infrastructure. Did we mention that we guarantee zero flakes? We do that too. Here's a helpful list of everything you get out of the box — whether it's 100 tests or 100,000. • End-to-end tests for 80% of user flows automated in weeks, not years • Tests are written in open-source Playwright and Appium (no vendor lock-in) • Unlimited, parallel test runs on any environment you choose • 100% parallel run infrastructure that we host and maintain • 24-hour maintenance of flaky or broken tests • Guaranteed 100% reliable results — zero flakes • Human-verified bug reports • CI/CD integration with your deployment pipeline and issue trackers • 24-hour access to full-time QA engineers at QA Wolf ... it's the QA solution you've always wanted.

Thinfinity® Workspace 7 is a comprehensive, secure platform that offers a zero-trust approach, enabling secure and contextual access to corporate virtual desktops, virtual applications, internal web apps, SaaS, and files, whether they are on Windows, Linux, or mainframes. It supports various deployment models, including cloud, on-premise, and hybrid settings, and can be deployed on any cloud provider of your choice. With its proprietary reverse gateway technology, Thinfinity® Remote Workspace 7 ensures secure reverse connections over SSL with TLS 1.3 encryption. This robust approach doesn't require client-side installations, firewall modifications, or the opening of inbound ports on your network, thereby enhancing the security infrastructure of your business. The platform ensures all browser-based connections are secured over HTTPS, offering a wide variety of authentication options, from straightforward User/Password to sophisticated Active Directory authentication.

Keeper Security is transforming the way people and organizations around the world secure their passwords and passkeys, secrets and confidential information. Keeper’s easy-to-use cybersecurity platform is built on a foundation of zero-trust and zero-knowledge security to protect every user on every device. Keeper’s solution deploys in minutes and seamlessly integrates with any tech stack to prevent breaches, reduce help desk costs and ensure compliance. Trusted by millions of individuals and thousands of organizations globally, Keeper is the leader for best-in-class password and passkey management, secrets management, privileged access, secure remote access and encrypted messaging. Protect what matters at KeeperSecurity.com.

UTunnel provides Cloud VPN, ZTNA, and Mesh Networking solutions for secure remote access and seamless network connectivity. ACCESS GATEWAY: Our Cloud VPN as a Service offers swift deployment of Cloud or On-Premise VPN servers. It utilizes OpenVPN and IPSec protocols, enables policy-based access control, and lets you deploy a Business VPN network effortlessly. ONE-CLICK ACCESS: A Zero Trust Application Access (ZTAA) solution that simplifies secure access to internal business applications. It allows users to securely access them via web browsers without the need for a client application. MESHCONNECT: This Zero Trust Network Access (ZTNA) and mesh networking solution based on WireGuard enables granular access controls to business network resources and easy creation of secure mesh networks. SITE-TO-SITE VPN: The Access Gateway solution lets you easily set up secure Site-to-Site tunnels (IPSec) between UTunnel's VPN servers and hardware network gateways, firewalls & UTM systems.