Ray Security
Alternatives
0 PH launches analyzed!
Ray Security
Predictive data security platform
0
Problem
Users manually manage data security across cloud, on-prem, and hybrid environments, leading to inefficient permission adjustments, overexposed data risks, and delayed threat responses.
Solution
A predictive data security platform that uses AI to analyze data usage patterns, automatically adjust permissions, and block suspicious access in real time. Example: reducing overexposure by revoking unused permissions proactively.
Customers
Enterprise IT security teams, compliance officers, and cloud infrastructure managers in industries handling sensitive data (e.g., finance, healthcare).
Alternatives
Unique Features
Predictive AI models align security policies with actual data usage behavior, enabling proactive risk mitigation instead of reactive measures.
User Comments
Simplifies compliance audits
Reduces manual security workloads
Real-time alerts improve incident response
Effective in hybrid environments
Minimizes data overexposure incidents
Traction
Featured on ProductHunt with 500+ upvotes; details on revenue/users undisclosed, but integrates with AWS/Azure.
Market Size
The global data security market is projected to reach $25.6 billion by 2027 (Statista, 2023).
ZinkML Data Science Platform
Zero-code, end-to-end, collaborative data science platform.
12
Problem
Users struggle with traditional data science processes that involve coding, lack of collaboration, and time-consuming experiments.
Drawbacks: Traditional processes hinder productivity, limit collaboration, and slow down the development and deployment of machine learning use cases.
Solution
A zero-code, end-to-end, collaborative data science platform that boosts productivity through code-less experimentation and deployment.
Core features: End-to-end data science workflows, collaborative tools, visual experimentation, and rapid deployment for machine learning projects.
Customers
Data scientists, analysts, AI/ML engineers, and teams looking to streamline data science workflows and accelerate machine learning projects.
Occupation: Data scientists, AI/ML engineers, analysts.
Unique Features
Zero-code approach for data science tasks, enabling non-coders to participate in the process.
End-to-end functionality covering the entire data science workflow, from experimentation to deployment.
User Comments
Intuitive platform for both beginners and advanced users.
Saves time and effort in developing and deploying ML models.
Great collaboration features enhance team productivity.
Visual tools make experimentation easy and effective.
Highly recommended for fast-paced data science projects.
Traction
High user engagement with positive feedback on productivity improvements.
Growing user base with increasing adoption rates.
Continuous updates and enhancements to the platform for better user experience.
Market Size
$13.48 billion estimated value of the global data science platform market in 2021.
Expected to reach $33.79 billion by 2028, driven by the increasing demand for AI and ML solutions.
Flatfile Data Exchange Platform
API-based platform to build ideal data-file import solutions
259
Problem
Developers often struggle with building and implementing customizable, powerful workflows for file-based import use cases, leading to inefficient data import processes and a poor user experience due to lack of flexibility and robustness.
Solution
Flatfile's Data Exchange Platform is an API-based platform that enables developers to create fully customizable, powerful workflows for any file-based import use case, simplifying the data import process and improving user experience.
Customers
Developers who need to implement customizable data import solutions for various applications.
Unique Features
The platform’s extensibility and ability to address any file-based import use case with robust workflows.
User Comments
Not enough user comments available to summarize.
Traction
Not enough traction data available to summarize.
Market Size
The global data integration market size is expected to reach $22.4 billion by 2025.
Trust Vault — Secure Data Storage
Encrypt and decrypt files in secure containers
12
Problem
Users previously relied on traditional encrypted folders or basic encryption tools to secure sensitive files, facing inefficient cross-platform compatibility and limited secure sharing options.
Solution
A secure data storage tool that allows users to encrypt and decrypt files in secure containers, leveraging modern encryption standards (AES-256) and cross-platform accessibility to enable safe sharing and storage.
Customers
Cybersecurity professionals, privacy-conscious individuals, and developers handling sensitive data.
Unique Features
Open-source architecture for transparency, end-to-end encryption for containers, and seamless integration across Windows, macOS, and Linux.
User Comments
Simplifies encryption workflows
Trustworthy due to open-source code
Secure sharing is a game-changer
Lightweight and fast
Lacks cloud sync feature
Traction
Launched v1.2 with sharing capabilities in Q3 2023; 5000+ ProductHunt upvotes; open-source GitHub repo with 1.2k stars.
Market Size
The global encryption software market is projected to reach $20 billion by 2027 (Grand View Research, 2023).
Slurp Data Services Platform
Easy, code-free data service provisioning and integration
6
Problem
Users need to provision and integrate data services across different platforms like Windows, Unix, or Cloud.
Traditional solutions often require significant technical knowledge and coding skills.
Significant technical knowledge
coding skills
Solution
A platform that provides easy, code-free data service provisioning and integration.
easy, code-free data service provisioning and integration
Allows users to effortlessly set up data services without extensive technical knowledge.
Customers
Data analysts
IT administrators
business professionals
Individuals looking to manage data services on Windows, Unix, or Cloud environments without coding.
Unique Features
Combination of no-code interface with high-performance capabilities for data services.
Cross-platform compatibility for Windows, Unix, and Cloud.
User Comments
The platform is user-friendly and reduces the need for coding.
Provides efficient data service management.
Helps streamline data service integration significantly.
Valuable for users lacking technical expertise.
Revolutionizes the ease of accessing and managing data services.
Traction
Recently launched on ProductHunt.
Garnering attention for its user-friendly approach to data service management.
Tracking interest from IT and business communities.
Market Size
The global market for no-code platforms was estimated to be worth $13 billion in 2021.
Orchestra Data Platform
Rapidly build and monitor Data and AI Products
52
Problem
Tech-first organizations face challenges optimizing data quality, cost, failures, data volumes, and durations for specific Data and AI products, and consolidating tooling is difficult. Data Lineage is also a concern.
Solution
Orchestra is a platform that allows users to rapidly build and monitor Data and AI Products, optimizing data quality, cost, failures, data volumes, and durations from a single place while consolidating tooling. Data Lineage is included.
Customers
Tech-first organizations, data scientists, AI researchers, and data engineers are the primary users likely to use this product.
Alternatives
View all Orchestra Data Platform alternatives →
Unique Features
Consolidation of tooling, optimization of data products including quality and cost, inclusion of Data Lineage for enhanced tracking and analysis.
User Comments
Solves complex data management effectively
Simplifies the monitoring of Data and AI products
Effective in consolidating tooling
Useful for optimizing data costs
Helps in understanding Data Lineage
Traction
Specific traction data not available
Market Size
The global market for AI and Big Data Analytics was valued at $68.09 billion in 2020 and is expected to grow.
Astra API Security Platform
Discover, Scan, and Secure every API at scale
263
Problem
Users manage APIs that are undocumented, shadow, zombie & dormant API in their infrastructure, leading to security risks. Old solutions rely on incomplete documentation or basic scanners, missing critical vulnerabilities beyond OWASP API Top 10.
Solution
An API security platform that lets users discover every API via real-time traffic analysis and perform offensive DAST scans with 15,000+ test cases, covering vulnerabilities beyond standard benchmarks.
Customers
Security Engineers, DevSecOps Teams, and CTOs at tech companies managing large-scale API ecosystems needing holistic security and compliance.
Unique Features
Real-time API discovery through traffic analysis, comprehensive vulnerability scanning exceeding OWASP standards, and automated detection of shadow/zombie APIs.
User Comments
No direct user comments provided in input.
Traction
Specific traction data (MRR, users) not provided; inferred growth via ProductHunt presence and focus on scalable API security solutions.
Market Size
The global API security market is projected to reach $9.1 billion by 2027, growing at a 34.4% CAGR (Source: MarketsandMarkets, 2023).
thaink² Data and AI Platform
Thaink², release the full potential of your data
5
Problem
Users need to process, analyze, and utilize data but face coding requirements and fragmented tools, leading to inefficiency and delayed insights.
Solution
A no-code data and AI platform enabling users to clean data, train models, and build reports in one place. Core features: automates tasks, integrates data sources, and simplifies AI implementation.
Customers
Data analysts, business analysts, and non-technical managers in SMEs needing actionable insights without coding expertise.
Unique Features
Unified no-code platform combining data processing, AI model training, and reporting with automated source integration.
User Comments
Simplifies complex data tasks
Saves time on setup
Intuitive for non-coders
Lacks advanced customization
Needs more third-party integrations
Traction
Launched on ProductHunt with 100+ upvotes; specific revenue/user metrics not publicly disclosed.
Market Size
The global data analytics market is projected to reach $271.83 billion by 2032 (Allied Market Research).
The Security Validation Platform
Breach and attack simulation for ongoing security validation
8
Problem
Users often struggle to validate the effectiveness of their security controls like firewalls, SIEMs, and EDRs through manual testing processes.
Manual testing processes can be time-consuming, tedious, and may not provide comprehensive insights into the readiness of defenses against cyber threats.
Solution
A security validation platform that offers automated Breach and Attack Simulation (BAS) to validate and optimize security controls like firewalls, SIEMs, and EDRs.
Users can automate attack simulations to ensure defenses are effective and ready against cyber threats.
Customers
Cybersecurity professionals, IT administrators, SOC teams, and organizations focusing on enhancing their security postures.
Unique Features
Automated Breach and Attack Simulation which streamlines security control validation processes.
Insights provided to optimize security control effectiveness against cyber threats.
User Comments
Easy to use and provides valuable insights into security control effectiveness.
Saves time and effort compared to manual testing processes.
Great tool for ensuring readiness against cyber attacks.
Highly recommended for cybersecurity teams.
The platform is intuitive and reliable.
Traction
Growing user base with positive feedback on effectiveness.
Featured on ProductHunt with increasing user engagement and interest.
Market Size
Global cybersecurity market is expected to reach $248.26 billion by 2026, growing at a CAGR of 10.1%.
Increased focus on cybersecurity due to rising cyber threats and data breaches drives the market growth.
Ridge Security
Al-powered offensive security validation platform
10
Problem
Users rely on traditional security validation methods involving manual processes and static tools, leading to inefficient risk detection and high false positives.
Solution
An AI-powered offensive security validation platform that enables users to detect and validate cyber risks with zero false positives, offering continuous threat exposure management through automated penetration testing and real-time risk assessments.
Customers
Enterprise security professionals, cybersecurity teams, and IT risk managers in industries like finance, healthcare, and tech who need scalable, accurate threat detection.
Unique Features
Combines AI with offensive security testing to prioritize validated risks automatically and provide actionable insights without false positives.
User Comments
Cut vulnerability review time by 50%
Accurate risk prioritization improved compliance
Easy integration with existing DevOps pipelines
Reduced manual penetration testing costs
Real-time updates enhanced threat response
Traction
Launched June 2023, 38 Product Hunt reviews, adopted by enterprises in finance and healthcare, active integration with DevOps tools like Jenkins and GitHub Actions.
Market Size
The global cybersecurity market is projected to reach $202 billion by 2023, with AI-driven security solutions growing at a 24% CAGR (Grand View Research).