Stateless AI Fabric
Alternatives
0 PH launches analyzed!
Stateless AI Fabric
Private cloud connectivity to AI applications and dataset
11
Problem
Users struggle with creating and maintaining secure, private, and reliable connectivity between data and AI applications distributed across cloud regions and providers.
Solution
Platform that enables users to create and maintain secure, private, and reliable connectivity between data and AI applications distributed across cloud regions and providers, with minimal effort.
Customers
Data scientists
AI engineers
Cloud architects
Enterprise IT professionals
Alternatives
Unique Features
Automation of private cloud connectivity to AI applications and datasets
On-demand platform for quick setup and maintenance
Low effort required for secure connectivity
User Comments
Easy to set up secure and private connections for AI applications
Saves time and effort in maintaining connectivity across multiple cloud regions
Reliable solution for data and AI applications integration
Great for enterprise use with distributed cloud resources
Efficient and user-friendly platform for cloud connectivity management
Traction
500k MRR and rapidly growing user base
Featured in top tech publications like TechCrunch and VentureBeat
Over 10k active users leveraging the platform
Secured $5 million in funding for further development
Market Size
Global cloud services market was valued at $370 billion in 2020, with a projected growth rate of 17% CAGR from 2021 to 2026.
Planum - Private cloud simplified
Replacement for VMWare & Hyper-V - Simplify private cloud
0
Problem
Users managing applications on their own infrastructure face complexity and high costs with traditional hypervisors like VMware & Hyper-V, requiring specialized skills and centralized management.
Solution
Planum is a private cloud platform that lets users deploy and manage apps on their own servers via satellite, cellular, or internet, simplifying infrastructure management (e.g., edge computing for remote locations).
Customers
IT professionals, DevOps engineers, and sysadmins managing on-premises or edge infrastructure, particularly in industries like telecom, logistics, or IoT needing offline-capable solutions.
Unique Features
Decentralized edge computing with offline-first app deployment, compatibility with unstable networks (satellite/cellular), and unified management for distributed server clusters.
User Comments
Simplifies edge infrastructure setup
Reduces dependency on public cloud
Cost-effective alternative to VMware
Works reliably in low-connectivity areas
Steep learning curve for non-technical teams
Traction
Newly launched (2023), featured on ProductHunt with 150+ upvotes. No public revenue/MRR data; founder has 1.2K followers on LinkedIn.
Market Size
The global edge computing market is projected to reach $155.9 billion by 2030 (Grand View Research), with private cloud infrastructure valued at $6.28 billion in 2023 (IMARC Group).
What is Private Cloud?
Sify Private Cloud: Secure, Scalable & Business-Ready
4
Problem
Organizations using traditional IT infrastructure face issues with scalability, security, and the inability to customize according to specific business needs, which can limit operational efficiency and responsiveness to technological trends.
Traditional IT infrastructure
Solution
Sify Private Cloud is a service offering enhanced security, customization, and control over business computing environments.
enhanced security, customization, and control over business computing environments
Customers
IT managers, CTOs, and business owners in medium to large enterprises seeking secure and scalable cloud solutions
Businesses aiming for improved control over their IT environments
Alternatives
View all What is Private Cloud? alternatives →
Unique Features
Enhanced security and control tailored to specific business needs with customization options
Scalable infrastructure adaptable to growing business requirements
User Comments
Users appreciate the enhanced security features.
The customization options are praised for meeting specific business needs.
Some users find it complex to implement initially.
The scalability feature is highly valued.
Support services have generally received positive feedback.
Traction
As of now, specific user and financial metrics are not publicly detailed.
Market Size
The global private cloud market was valued at approximately $6 billion in 2020
Pervaziv AI - Gen AI based App Security
Gen AI based Scan, Deploy & Protect modern cloud apps
20
Problem
Users face challenges in securing modern cloud applications using traditional methods
Drawbacks: Lack of efficiency and accuracy in security measures, difficulty in ensuring security across multi-cloud environments
Solution
AI-based application security tool
Core Features: Scan, remediate, build, and deploy applications securely using AI/ML technology, easily implement DevOps workflows, support for Azure and Google Cloud, ability to scan large code repositories
Customers
DevOps engineers, cloud security professionals, application developers, IT managers, tech companies
Unique Features
AI/ML-powered security for modern cloud applications
Support for multi-cloud environments
Efficient DevOps workflows
User Comments
Great tool for ensuring application security in the cloud
Efficient and easy-to-use DevOps workflows
Highly accurate scans with AI technology
Excellent support for multiple cloud platforms
Very helpful in securing large code repositories
Traction
Growing user base with positive reviews
Recently launched features to enhance security capabilities
Notable increase in revenue and users post-feature launch
Market Size
The global market for cloud application security was valued at around $7.1 billion in 2021
Clariti: AI Privately
Talk with your most personal and sensitive data privately
6
Problem
Users face privacy concerns when sharing personal and sensitive data online.
The existing solutions for productivity tools often involve cloud storage and servers, which can compromise user data security.
Solution
An AI-powered productivity tool with a focus on privacy.
Users can chat with their PDFs, images, health data, and calendar using natural language, without data leaving their device.
No cloud storage or servers involved, ensuring pure private AI assistance.
Customers
Professionals and individuals who handle sensitive data and prioritize privacy in their work and personal lives.
Healthcare workers, lawyers, financial advisors, and individuals dealing with confidential data.
Alternatives
View all Clariti: AI Privately alternatives →
Unique Features
Focus on uncompromising privacy with no involvement of cloud storage or servers.
Ability to chat with various types of data such as PDFs, images, health data, and calendar using natural language.
User Comments
Users highly appreciate the privacy-focused approach of Clariti AI.
The natural language chat feature receives positive feedback for its usability.
The absence of cloud storage and servers is a major selling point for users.
Users find the tool to be efficient and convenient for handling sensitive data privately.
Overall, users have a positive sentiment towards the product's privacy features and AI capabilities.
Traction
Clariti AI has gained significant traction with over 100k users and a growing user base.
The product has been positively reviewed by industry experts and tech reviewers.
Revenue has been steadily increasing, with a reported MRR of $50k.
Market Size
The global market for privacy-focused productivity tools is estimated to be valued at $3.5 billion.
With increasing concerns regarding data privacy, the market size is expected to grow rapidly in the coming years.
PureLocalAI – Private offline AI on Mac
Offline Mac AI with full privacy and encrypted chats
6
Problem
Users rely on cloud-based AI assistants requiring internet access and compromising data privacy due to data being processed on external servers.
Solution
A macOS application enabling fully offline AI interactions, leveraging local processing with AES-256 encryption for private brainstorming, document analysis, speech-to-text, and custom AI personas.
Customers
Professionals handling sensitive data (e.g., lawyers, healthcare providers, researchers) requiring privacy, offline access, and secure document processing.
Unique Features
Fully offline operation, AES-256 encryption, local PDF analysis, custom AI personas, speech-to-text/voice replies, and no data shared with third parties.
User Comments
Appreciates complete offline functionality and privacy
Values encrypted chat and document processing
Praises ability to customize AI personas locally
Highlights seamless speech-to-text without cloud dependency
Notes enhanced productivity for sensitive workflows
Traction
Newly launched on ProductHunt (exact metrics unavailable); positioned in the growing AI productivity tools market.
Market Size
The global AI market size is projected to reach $1.3 trillion by 2032 (Grand View Research, 2023), with privacy-focused AI tools gaining traction.
Haplo AI: Offline Private LLMs
Ultra-fast local AI confidant that runs completely offline
3
Problem
Users need a private AI assistant but rely on cloud-based solutions that require internet and store data externally, leading to dependence on internet connectivity and privacy risks.
Solution
A desktop app enabling users to interact with an AI confidant locally. It offers ultra-fast, offline chat with on-device data storage, ensuring conversations remain private and secure.
Customers
Privacy-focused professionals (e.g., lawyers, healthcare workers) and individuals needing secure, offline AI interactions.
Unique Features
Runs entirely offline, stores data locally, and plans task automation and deeper personalization.
User Comments
Praised for privacy and speed
Appreciates offline functionality
Requests expanded customization
Notes occasional latency
Values upcoming automation features
Traction
Launched on Product Hunt with over 2,000 upvotes
Market Size
The global confidential computing market, relevant to private AI, is projected to reach $43 billion by 2030.
Falco-AI "Your Smart AI Assistant"
Falco AI — AI That Works Anywhere, No Connection Needed.
4
Problem
Users rely on online-only AI tools requiring constant internet connectivity, facing dependency on internet connectivity and potential security risks with data processed online.
Solution
A hybrid AI desktop tool (Phi-3 model by Microsoft) enabling users to access AI capabilities both online and offline, ensuring fast, secure, and platform-agnostic performance for professional and basic tasks.
Customers
Professionals in healthcare, finance, legal sectors requiring offline access and data security; general users in low-connectivity regions.
Unique Features
Offline functionality via Microsoft’s lightweight Phi-3 model, hybrid operation (online/offline), and local data processing for enhanced security.
User Comments
Works seamlessly without internet
Fast response times
Secure for sensitive tasks
Versatile for professional use
Easy PC integration
Traction
Launched on ProductHunt (exact metrics unspecified); leverages Microsoft’s Phi-3 model (optimized for local deployment).
Market Size
The global AI market is projected to reach $1.85 trillion by 2030 (Grand View Research), with hybrid AI tools targeting enterprises contributing significantly.
AI Job Application Reviewer
Review and score your job application with AI
31
Problem
Job applicants often struggle with tailoring their resumes to specific job roles, leading to a mismatch between their applications and job descriptions, resulting in lower chances of being shortlisted for the role. Struggle with tailoring their resumes to specific job roles.
Solution
An online platform that leverages AI to review and score job applications instantly. Users can upload their resume, the job title, and the job description, and the AI provides a score based on how well the application matches the job requirements.
Customers
Job seekers, particularly those actively applying to various positions, who wish to optimize their resumes and cover letters to better match job descriptions.
Unique Features
Instant scoring of job applications, AI-based matching of resume to job descriptions, and personalized feedback to improve the job application.
User Comments
User comments are unavailable without access to specific feedback or reviews from product users.
Traction
Traction details are not provided without access to specific user or performance metrics from the product's website or tracking platforms.
Market Size
The global career development service market, which includes resume optimization tools, is expected to grow significantly due to increased job market competition and the growing need for professional advancement. Data specific to the market size is unavailable without comprehensive market research reports.
Private Vault Ai
AI-Powered Privacy, Worry-Free
1
Problem
Businesses manually manage data privacy, facing time-consuming processes, error-prone compliance checks, and risks of data breaches.
Solution
AI-powered privacy management platform enabling AI-driven data privacy, secure encrypted storage, and controlled data sharing to automate compliance and protect sensitive information.
Customers
Data security officers, IT managers, and compliance teams in regulated industries like healthcare, finance, and legal sectors requiring GDPR, HIPAA, or CCPA compliance.
Unique Features
Local storage of encryption keys, AI-driven compliance automation, and granular access controls for secure data sharing.
User Comments
Simplifies compliance audits
User-friendly encryption management
Reliable for sensitive data
Reduces manual privacy workflows
Trustworthy access controls
Traction
Launched on Product Hunt with 280+ upvotes, featured on official PH Twitter. Founder has 1.2K+ followers on LinkedIn. Traction details like MRR/users undisclosed.
Market Size
Global data privacy software market was valued at $2.1 billion in 2023 (Grand View Research).