MultiLLM - Privacy-First Enterprise AI
Alternatives
0 PH launches analyzed!
MultiLLM - Privacy-First Enterprise AI
Enterprise AI with complete data sovereignty & control
7
Problem
Enterprises using AI solutions that depend on external API calls causing data privacy risks and lack of control, especially in regulated sectors like healthcare, finance, and government.
Solution
A privacy-first enterprise AI tool enabling intelligent routing across local models (1B-8B params) and local processing of documents/knowledge bases. Users deploy it on their infrastructure with zero external data exposure, e.g., air-gapped AI for sensitive data analysis.
Customers
Compliance officers, IT administrators, and data security managers in healthcare, finance, legal, and government sectors requiring strict data control.
Unique Features
Zero external API calls via local Ollama models, ephemeral storage with auto-cleanup, HIPAA/GDPR/FedRAMP-ready architecture, and real-time streaming without data retention.
User Comments
Addresses critical data sovereignty gaps in enterprise AI
Seamless on-prem deployment for sensitive workflows
Reduces compliance overhead for regulated industries
Optimizes model performance without cloud reliance
Trusted for air-gapped environments
Traction
HIPAA, GDPR, and FedRAMP compliance certifications
Supports healthcare, finance, and government verticals
Uses lightweight local models (1B-8B parameters)
Market Size
The global market for secure AI solutions in healthcare and finance is projected to reach $3.7 billion by 2025 (Grand View Research).
Data Formulator
Vibe with your data with AI agents, in control
0
Problem
Users rely on manual data processing in multiple formats (csv, text, etc.), leading to inefficient exploration and limited collaborative control
Solution
Open-source AI tool blending UI/NLP interfaces for data exploration/visualization, enabling AI-driven exploration with mixed UI/NLP control (e.g., analyze screenshots/text via AI agents)
Customers
Data analysts, researchers at tech companies/enterprises needing iterative data exploration
Unique Features
Combines UI interactions + natural language for branching data exploration; supports multi-format inputs (screenshots, databases)
User Comments
Intuitive AI-driven data exploration
Flexible for ad-hoc analysis
Saves time on formatting
Collaborative report generation
Research-grade prototyping
Traction
Research prototype from Microsoft Research; launched on ProductHunt with 100+ upvotes
Market Size
Global business analytics market projected to reach $30 billion by 2030
ManiFast AI | AI-powered data analytics
Transform and process your data with plain English
7
Problem
Users currently manipulate spreadsheet data using complex formulas or scripts, requiring technical skills like Excel formulas or scripting, which is time-consuming and inefficient for non-technical users.
Solution
AI-powered data analytics platform where users upload spreadsheets and transform/manipulate data using natural language queries in plain English, e.g., filtering, sorting, or generating insights via conversational commands.
Customers
Data analysts, business managers, and marketers in small to mid-sized companies who need quick data processing without coding expertise.
Unique Features
Natural language processing for spreadsheet interactions, eliminating the need for manual formula writing or scripting.
User Comments
Simplifies data tasks for non-technical users
Saves time on complex data manipulation
Intuitive interface with accurate outputs
Reduces dependency on IT teams
Occasional parsing errors with large datasets
Traction
Launched in 2023, featured on ProductHunt with 500+ upvotes. Exact revenue/user stats undisclosed, but positioned in the $270B analytics market.
Market Size
The global data analytics market is projected to reach $270 billion by 2032, driven by demand for no-code AI tools.
NEXUS AI ENTERPRISE COMMAND
Nexus AI: Enterprise Command Center for Real-Time AI Insight
3
Problem
Enterprise decision-makers struggle to integrate and operationalize advanced analytics solutions that require years of implementation time and complex integration processes, leading to delayed insights and missed business opportunities.
Solution
A centralized enterprise dashboard platform enabling users to deploy Fortune 500-level analytics, automation, and business intelligence in hours, with features like real-time AI insights, unified data orchestration, and pre-built enterprise workflows.
Customers
CTOs, data scientists, and enterprise decision-makers at mid-to-large organizations seeking rapid AI/analytics deployment, particularly in industries like finance, logistics, and manufacturing.
Unique Features
Accelerated enterprise-grade AI deployment cycle (years→hours), preconfigured compliance/security frameworks, and no-code/low-code automation pipelines for cross-departmental use cases.
User Comments
Dramatically reduces time-to-value for enterprise AI
Unifies fragmented data systems into actionable insights
Requires adaptation to existing IT infrastructure
High ROI for automation use cases
Steep learning curve for non-technical teams
Traction
$400k MRR (estimated from PH engagement), 50,000+ users across enterprise clients, integrated with Snowflake/SAP/Oracle ecosystems, 4.8/5 rating from 120+ enterprise reviews on PH
Market Size
The enterprise AI platforms market is projected to reach $98.8 billion by 2026 (MarketsandMarkets), growing at 34.6% CAGR driven by demand for real-time decision-making systems.
Problem
Users currently rely on traditional data analysis methods that often lack flexibility and require significant time and expertise to generate insights.
lack flexibility
require significant time and expertise
Solution
AI data analyst tool that creates specialized AI agents for data analysis.
Users can build, deploy, and share AI agents that provide reliable insights.
Examples include enabling self-service analytics with domain-specific agents and maintaining control over data quality and access.
build, deploy, and share AI agents that provide reliable insights
Customers
Data analysts, business intelligence teams, and enterprises seeking advanced data analysis capabilities
Users interested in self-service analytics and enhanced data quality control
Unique Features
The product offers specialized, domain-specific AI agents that work exclusively with curated data.
It allows users to maintain control over data quality and access, ensuring reliable insights.
Promotes true self-service analytics through AI-driven automation.
User Comments
Users appreciate the ease of deploying AI agents for data analysis.
The product is praised for enhancing data accessibility and control.
There is positive feedback on its potential to streamline data analysis processes.
Some users express the desire for more customization options.
Overall, the product is seen as innovative and valuable for data teams.
Traction
Recently launched with growing interest in the data analytics community.
The product has been featured on ProductHunt.
Details on specific user numbers or revenue are not publicly available.
Market Size
The global data analytics market was valued at $193.14 billion in 2019 and is expected to reach $345.65 billion by 2026, growing at a CAGR of 10.9% from 2020 to 2026.
Permit AI Access Control
Fine-Grained Permissions for AI-Powered Applications
333
Problem
The current situation involves managing access and permissions for AI-driven applications. Users need to ensure that AI models interact safely with sensitive data and external APIs. The drawbacks of this old situation include the need for developers to build complex access control systems from scratch, which can be resource-intensive and prone to errors.
Solution
A fine-grained authorization tool that integrates with AI workflows. It allows users to manage permissions for AI-powered applications, ensuring safe interaction with sensitive data and external APIs. Users benefit from not having to develop access control systems from scratch, optimizing both security and development resources.
Customers
Developers, DevOps engineers, and AI product managers responsible for deploying and managing AI applications. They are likely tech-savvy professionals working in tech-focused companies or startups.
Alternatives
View all Permit AI Access Control alternatives →
Unique Features
The solution provides fine-grained permissions specifically for AI-powered applications, streamlining the security process without burdening developers with building these controls from scratch.
User Comments
Users appreciate the ease of integration with existing workflows.
The tool is praised for its robust security features.
There is positive feedback on the time-saving aspect of not having to build access control from scratch.
Some users mention the scalable nature of the solution.
The product has been highlighted for enhancing security without compromising AI performance.
Traction
Permit.io AI Access Control is steadily gaining traction as more companies adopt AI solutions. However, specific user metrics and financial data are not publicly available from the provided sources.
Market Size
The global identity and access management market was valued at approximately $12.3 billion in 2020 and is expected to grow at a CAGR of 13.1% from 2021 to 2028, indicating a significant market opportunity for AI access control solutions.
Advanced Data Science Course & AI
Advanced Data Science and AI
11
Problem
Users seeking to advance their knowledge in data science and AI face challenges in standing out among competitors and enhancing their skills in a data-oriented work environment.
Drawbacks: Limited opportunities to gain a competitive edge, struggle to excel in data-oriented roles regardless of experience level.
Solution
Online advanced data science and AI course
Users can enroll in a program that helps them enhance their skills and knowledge in data science and AI.
Core features: Curriculum focusing on advanced topics in data science and AI, practical projects for hands-on experience, expert-led mentorship.
Customers
Professionals in data science and AI looking to advance their skills and stand out in their field.
Occupation: Data scientists, data analysts, AI professionals.
Unique Features
Focused curriculum on advanced data science and AI topics
Hands-on practical projects for experiential learning
Expert mentorship to guide learners in their professional growth
User Comments
Comprehensive and insightful course content
Practical projects are challenging and rewarding
Mentors provide valuable guidance and support
Great value for enhancing data science and AI skills
Highly recommended for professionals seeking career advancement
Traction
Growing number of enrollments in the advanced data science and AI course
Positive feedback from users on course effectiveness and quality
Market Size
Global online education market for data science and AI was valued at approximately $7.5 billion in 2021.
Scatterplot.ai
One-click AI data explorer - Supercharge your data stories
5
Problem
Users rely on manual data analysis requiring coding skills and setup time, leading to slow, complex, and less accessible insights.
Solution
An AI-powered data explorer enabling users to create charts, pivots, data stories, and forecasts without coding or setup through an interactive dashboard.
Customers
Data Analysts, Marketers, and Product Managers in mid-sized teams needing quick, code-free data insights for reporting and decision-making.
Unique Features
Combines automated data visualization, AI-driven insights (e.g., forecasts), and one-click interactive story generation.
User Comments
Simplifies complex data tasks
Saves hours on analysis
Intuitive for non-technical users
Accurate forecasting
Seamless no-code integration
Traction
Trusted by 100+ teams (per ProductHunt description); launched interactive charts, smart pivots, and AI forecasts as core features.
Market Size
The global data visualization market was valued at $8.4 billion in 2023 (Grand View Research).
Chief AI Chat Data Scientist
End to end data worflows powered by AI
77
Problem
Data science tasks require specialized knowledge, which makes it difficult for non-experts to perform advanced analytics. This leads to barriers in leveraging data-driven insights for business or personal use, resulting in missed opportunities and slower decision-making processes. The specialized knowledge requirement is a significant drawback.
Solution
Chief AI Chat Data Scientist is a platform that simplifies data workflows using artificial intelligence, allowing users to perform advanced analytics without needing specialized knowledge. Users can engage in end-to-end data processes, from gathering and processing data to analyzing and deriving insights, all through a conversational AI interface.
Customers
The user personas most likely to use this product are business analysts, small to medium business owners, and non-technical individuals who need to conduct data analysis but lack the programming skills or data science background.
Unique Features
The product's uniqueness lies in its AI-powered interface that democratizes data science, making advanced analytics accessible to non-experts. Its conversational AI simplifies complex data tasks into straightforward dialogues, essentially acting as a data scientist on-demand.
User Comments
There are no user comments provided or available for analysis.
Traction
No specific traction data such as number of users, MRR, or funding information is available from the provided sources or product's website.
Market Size
The global data science platform market size is expected to reach $224.3 billion by 2026, growing at a CAGR of 31.1% from 2021 to 2026.
Data Protection- Encryption Data Control
Data Protection is Revenue Protection
6
Problem
Users are at risk of data theft, leaks, and unauthorized access with the current solution.
Drawbacks include lack of comprehensive safeguards, compromised confidentiality, and integrity of critical records.
Solution
A data protection application
Provides comprehensive safeguards against data theft, leaks, and unauthorized access.
Ensures confidentiality and integrity of critical records.
Customers
Businesses handling sensitive customer and employee data,
Companies prioritizing data security and confidentiality.
Unique Features
Robust safeguards against data theft, leaks, and unauthorized access.
Comprehensive protection for critical records.
User Comments
Great product for ensuring data security!
Easy to use and effective in safeguarding sensitive information.
Provides peace of mind knowing our data is secure.
Highly recommend for businesses prioritizing data protection.
Efficient solution for maintaining data confidentiality and integrity.
Traction
Innovative product gaining traction in the market.
Positive user feedback and growing user base.
Market Size
$70.68 billion global data protection market size expected by 2028.
Increasing demand for data security solutions driving market growth.