Software Alternatives, Accelerators & Startups

MindsDB VS Sightify

Compare MindsDB VS Sightify and see what are their differences

MindsDB logo MindsDB

We are an open-source project that enables you to do Machine Learning using SQL directly from the Database.

Sightify logo Sightify

Redefine Business Potential with AI.
  • MindsDB Landing page
    Landing page //
    2023-03-30
  • Sightify Conversation Interface
    Conversation Interface //
    2025-08-27
  • Sightify Agents Dashboard
    Agents Dashboard //
    2025-08-27
  • Sightify Backend Statistics
    Backend Statistics //
    2025-08-27

Sightify | AI Agents is an LLM AI software application intended to automate SME workflows while ensuring data sovereignty.

Some features include:

Data-Sovereign Agents: Fine-tuned w/ RAG on open-source LLMs for specific business process optimization No AI Hallucinations: Source, page, and section citations for database-enforced tokens Multimodal: PDF, Excel, Word, TXT, PNG/JPEG, etc. CRM/ERP System Integration: API documentation, MCP compliant, R&D integration/support Updatable LLMs: Constant New Version Implementations (Qwen 70B, Gemma 27B)

Our current AI Agents are:

Knowledge Assistant: Generates RAG-powered responses referencing the ERP/CRM database for client relationship management, HR/company regulations search, marketing/email suggestions, etc. Contract Finalizer: Finalize legal contracts that are sent to or received from clients/partners by referencing past finalized contracts, government regulations/policies, and the ERP/CRM database. Report Generator: Instant generate monthly/annual sales/marketing/buget reports based on report templates and the ERP/CRM database Market Researcher: Analyze and compare competitor pricing, products, marketing, etc with Internet and ERP/CRM database reference Meeting Notetaker: Immediately generate meeting notes after recording/uploading meeting audio, use LLM reasoning to create action items, draft emails, etc.

Our AI software deployment is flexible:

On-Premise: Sightify has several OEM / SI partnerships across the world that help deploy Sightify | AI Agents on-premise globally. While Sightify stills provides L3 support, the OEM / SI combine to provide L1/L2 support.

Private Cloud: Sightify has multiple GPU compute provider partnerships across the world that help provide compliant infrastructure for deploying Sightify | AI Agents. Sightify provides L2/L3 support and the GPU compute provider provides L1/L2 support.

Sightify

$ Details
freemium $1.0 / Annually ($300 /Agent/Year )
Platforms
Salesforce Oracle
Release Date
2025 January
Startup details
Country
Taiwan
City
Taipei
Founder(s)
Jimmy Sun
Employees
10 - 19

MindsDB features and specs

  • User-Friendly Interface
    MindsDB offers a simple and intuitive interface that makes it easy for both technical and non-technical users to deploy machine learning models.
  • Automated Machine Learning
    The platform automates many of the complex tasks involved in machine learning, such as feature selection and hyperparameter tuning, making it accessible to users with limited ML expertise.
  • Integration with SQL Databases
    MindsDB allows users to integrate and work with popular SQL databases, facilitating easier data processing and analysis.
  • Time-Series Forecasting Capabilities
    The platform is particularly strong in time-series forecasting, providing tools and features specifically designed to handle these types of data and predictions.
  • Open-Source
    MindsDB is open-source, allowing users to inspect the code, contribute to its development, and customize the platform to better fit their needs.

Possible disadvantages of MindsDB

  • Limited Advanced Customization
    While MindsDB is excellent for automated processes, users seeking to deeply customize model architectures may find it lacks some advanced options that they would get from coding models from scratch.
  • Dependency on Data Quality
    As with any machine learning tool, the output quality is highly dependent on the input data quality, and MindsDB does not inherently resolve data issues.
  • Performance Constraints for Large Data
    Users dealing with very large datasets may experience performance limitations compared to other enterprise-level AI platforms.
  • Limited Control over Model Training
    Because MindsDB automates much of the machine learning process, users may feel they have less control over some aspects of model training and evaluation.
  • Potential Learning Curve for Non-Technical Users
    Despite being user-friendly, non-technical users may still face a learning curve to effectively utilize all of its features and capabilities.

Sightify features and specs

  • Data Sovereignty
    Maintain complete control over your sensitive data by using open-source LLM-based Agents deployed on-premise or on the private cloud, ensuring compliance and minimizing exposure to third-party risks.
  • Seamless Integration
    Easily connect with your existing tools, software, and workflows, allowing AI agents to fit naturally into your current operations without disruption.
  • Scalable System
    Begin with a small deployment tailored to your needs, and effortlessly scale as your business grows or your workflow requirements increase.
  • Rapid Deployment
    Get up and running quickly without needing an internal AI or MLOps team, reducing setup time and accelerating time-to-value.โ€จ

MindsDB videos

AI Tables explained - MindsDB

More videos:

  • Demo - MindsDB Dembo // Modern In-database Declarative Machine Learning | Demohub.dev

Sightify videos

No Sightify videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to MindsDB and Sightify)
AI
88 88%
12% 12
Data Automation
0 0%
100% 100
Productivity
100 100%
0% 0
Data Extraction
0 0%
100% 100

Questions and Answers

As answered by people managing MindsDB and Sightify.

What makes your product unique?

Sightify's answer:

Data Sovereignty Many AI B2B SaaS today build their agents on ChatGPT or Claude models. Thus, each time enterprises use that SaaS AI, their data is exposed to these hyperscalers. AI Agents is built and fine-tuned on open-source LLMs. This means that enterprises using AI Agents are using their own proprietary model, preventing any other companies from accessing or using their data for training.

Easy-to-Use Sightifyโ€™s target client base are SMEs. These SMEs typically will not have an AI team, and so our platform is designed to be extremely easy-to-use, with no technical training required.

Switchable LLMs Since new and better open-source LLMs are being released every year, Sightify provides a platform function to switch base models for each specific Agent. That way, Agent performance is always optimized and equipped with the newest AI features.

Full, Flexible Deployment AI Agents can be deployed in any way -- according to clientโ€™s needs. Whether on-premise, on the private cloud (through 3rd-party infrastructure providers), or on the public cloud (Sightifyโ€™s own cloud infrastructure).

Which are the primary technologies used for building your product?

Sightify's answer:

Our AI Agents are fine-tuned on open-source LLMs, most recently Gemma 3. This guarantees that our Agents are enterprise-proprietarty and data-sovereign, giving our clients full control over their data.

How would you describe your primary audience?

Sightify's answer:

Small-to-Medium enterprises in data-sensitive industries: finance, telecom, legal, healthcare, laboratory sciences, etc.

User comments

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Social recommendations and mentions

Based on our record, MindsDB seems to be more popular. It has been mentiond 12 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

MindsDB mentions (12)

  • How to Forecast Air Temperatures with AI + IoT Sensor Data
    Install MindsDB locally or sign up for the MindsDB Cloud account. - Source: dev.to / over 1 year ago
  • Predicting Flight Prices with MindsDB
    Step 1: Create a MindsDB Cloud Account, If you already haven't done so. - Source: dev.to / almost 2 years ago
  • AI-Powered Selection of Asset Management Companies using MindsDB and LlamaIndex
    You check out MindsDB by signing up for a demo account. If you would like to learn more you can visit MindsDB's Documentation. If you want to contribute to MindsDB, visit their Github repository and if you like it give it a star. MindsDB has a vibrant Slack Community and amazing team that provides technical support, if you would like to join you can sign up here. - Source: dev.to / about 2 years ago
  • Using Large Language Models inside your database with MindsDB
    Using Large Language Models in your database can help improve your product by helping you gain insights from data, make relevant predictions, understand user behavior, and generate contextually relevant human-like content. MindsDB allows you to build AI applications fast by simplifying the processes of using ML models inside your database. The models are designed to be production ready by default without the need... - Source: dev.to / about 2 years ago
  • Tutorial to Predict the Energy Usage using MindsDB and MongoDB
    MindsDB provides all users with a free MindsDB Cloud version that they can access to generate predictions on their database. You can sign up for the free MindsDB Cloud Version by following the setup guide. Verify your email and log into your account and you are ready to go. Once done, you should be seeing a page like this :. - Source: dev.to / over 2 years ago
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Sightify mentions (0)

We have not tracked any mentions of Sightify yet. Tracking of Sightify recommendations started around Aug 2025.

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