WisBot

The Co-inventor for Discovery Turn your data and a question into a complete, ready-to-use solution: executed notebooks, EDA reports, trained models, and deployment-ready code. Try WisBot Free See What You Get Upload Data CSV, JSON, PY AI Analysis EDA + ML Models Ready Results Notebooks + Code Interactive Notebooks ✓ Executed & Ready Production Code ✓ Deployment Ready Research Integration ✓ Latest Methods 🤖 AI ⚡ Fast 📚 Research What You Actually Get Don't just generate code – get complete, executed solutions ready to use Executed Jupyter Notebook Upload Data + Prompt: Send your CSV and describe what you want to analyze. Get Executed Results: Receive a fully-run notebook with completed EDA, trained models, and publication-ready charts. No Local Setup: Everything runs in the cloud. Download and use immediately, or continue building on our platform. sales_analysis.ipynb ✓ Data loaded (2,547 rows) ✓ EDA completed ✓ Model trained (92.3% accuracy) ✓ Charts generated ✅ Ready to Execute Interactive Chat-Based Iteration Live Collaboration: Chat with your generated notebook to refine analysis, add new features, or explore different approaches. Iterative Development: Request modifications, additional visualizations, or model improvements through natural language. Real-time Updates: See changes executed instantly as you iterate on your data science workflow. Add correlation heatmap for top features ✓ Created heatmap showing price & size strongly correlate (0.87) Now try Random Forest instead of linear regression ✓ Random Forest trained: 94.7% accuracy vs 82.1% linear 🔄 Interactive Analysis Instant Scaffold Python Code Complete Repository: Get a full project structure with requirements.txt, Dockerfile, preprocessing scripts, and deployment configs. Production-Ready: Every component follows best practices and is ready for collaboration and deployment. Git Init & Go: Clone the generated repo and start building with your team immediately – no setup headaches. 📁 ml-project/ 📄 requirements.txt 🐳 Dockerfile 📁 src/ 🐍 train.py 🐍 predict.py 📁 notebooks/ 📓 analysis.ipynb 📁 api/ ⚡ app.py 🚀 Production Ready Search Latest Papers & Research Research Integration: Access and incorporate findings from the latest academic papers and research publications. Method Discovery: Find cutting-edge techniques and methodologies relevant to your specific analysis needs. Evidence-Based Approach: Build solutions grounded in the most current scientific literature and best practices. transformer attention mechanisms Attention Is All You Need Vaswani et al. • 2017 • 65,847 citations BERT: Bidirectional Encoder... Devlin et al. • 2018 • 45,231 citations GPT-4 Technical Report OpenAI • 2024 • 8,432 citations 📚 Research-Backed From Hours to Minutes, For Every Data Role Skip the tedious setup and debugging. Get straight to insights and results. Research Data Scientists From raw data to research insights Skip the tedious setup. Upload your data, describe your hypothesis, and get a fully executed notebook with EDA, model training, and publication-ready visualizations. ⚡ Automated EDA with insights 🤖 Multiple ML models trained & compared 📚 Latest research methods integrated Deploy ML Engineers Zero to production ready Get complete project scaffolds with Docker setup, requirements.txt, and clean, modular code. No more wrestling with project structure or deployment setup. 🐳 Docker & Kubernetes ready 🔧 Clean, modular Python structure ⚙️ Training & prediction scripts Insights Data Analysts From spreadsheets to boardroom Turn spreadsheets into compelling stories. Get executive-ready insights, beautiful visualizations, and clear recommendations without touching code. 📊 Professional visualizations generated 🎯 Key insights automatically surfaced 📈 Presentation-ready charts Strategy Product Managers Rapid hypothesis validation Make data-driven decisions without waiting for engineering. Test hypotheses, analyze user behavior, and prototype ML features instantly. 💡 Rapid hypothesis testing 👥 User behavior analysis 🚀 Feature impact prediction 3 Simple Steps, Unlimited Possibilities What used to take days of setup, debugging, and iterations now happens in minutes 01 Quick Upload & Ask Drop your data file and describe your goal in natural language. No technical jargon needed. Example: "Analyze customer churn and predict which customers are likely to leave" 📊 sales_data.csv ✓ Data loading & cleaning ✓ Exploratory analysis ✓ Model training ⏳ Generating insights... 02 Few minutes AI Does the Heavy Lifting Our AI handles data cleaning, EDA, model selection, training, validation, and visualization generation. 🔍 Automated data exploration 🤖 Multiple ML algorithms tested 📊 Professional visualizations 📚 Latest research applied 03 Instant Get Complete Solutions Download executed notebooks, production code, deployment configs, and interactive reports. 📓 Executed Jupyter Notebook 🐍 Clean Python Scripts 🐳 Docker Setup 📊 Analysis Reports analysis.ipynb ✅ Ready report.html ✅ Ready deploy ✅ Ready 🚀 The Result? From raw data to working ML solution in minutes. Skip the tedious setup, reduce debugging time, and get closer to production-ready code. ⚡ Faster time to insights 🔧 Less manual setup 🎯 Focus on your data, not code Why Generic AI Tools Fall Short for Data Science Data science isn't just about generating code - it's about getting answers from data. Here's why that matters. Standard Approach Generic Code Agents Great for software development "Analyze my customer data for churn prediction" What you get: 📝 Raw Python code snippets ❌ No data loaded or processed 🔧 Debugging and setup required ❓ No insights or answers The Solution WisBot Data Science Engine Purpose-built for data science "Analyze my customer data for churn prediction" What you get: 📊 Complete analysis with insights 🤖 Trained churn prediction model 📈 Professional visualizations 🎯 Actionable recommendations ⚙️ Zero-setup cloud environment 💡 The Key Difference Data science is about getting answers from data, not just writing code. WisBot delivers complete solutions with actual results, insights, and trained models - not homework for you to complete. See It In Action → Contact Us Have questions or need assistance? We're here to help! Email Us For inquiries, support, or feedback, please reach out to our team. Contact Support --- Privacy Policy 1. Introduction Welcome to WisBot! We value your privacy and are committed to protecting your personal information. This Privacy Policy outlines the types of data we collect, how we use it, and the steps we take to ensure its security. By using our services, you agree to the collection and use of information in accordance with this policy. 2. Information We Collect 2.1 Personal Information: Account Information: When you sign up for an account, we collect your name, email address, and other contact details. Payment Information: If you purchase a subscription or other paid services, we collect payment information necessary to complete the transaction. 2.2 Usage Data: Interaction Data: We collect data about your interactions with WisBot, including the features you use, the commands you input, and the time and duration of your activities. Device Information: Information about the device and browser you use to access our services, including IP address, browser type, and operating system. 2.3 Uploaded Data: Data Files: When you upload files for processing by WisBot, we collect and store these files to provide the service. 3. How We Use Your Information 3.1 Providing and Improving Services: To operate, maintain, and provide you with the features and functionality of WisBot. To improve and personalize your experience by analyzing how you use our services. 3.2 Communication: To send you service-related emails, such as account verification, changes or updates to features, and technical and security notices. To respond to your comments, questions, and requests. 3.3 Legal Compliance: To comply with applicable laws, regulations, legal processes, or governmental requests. To enforce our Terms of Service, including investigation of potential violations. 4. Data Sharing and Disclosure 4.1 Third-Party Service Providers: We may share your information with third-party service providers who perform services on our behalf, such as payment processing, data analysis, email delivery, hosting services, and customer service. 4.2 Legal Requirements: We may disclose your information if required to do so by law or in response to valid requests by public authorities (e.g., a court or a government agency). 4.3 Business Transfers: In the event of a merger, acquisition, reorganization, or sale of assets, your information may be transferred as part of the transaction. 5. Data Security We take reasonable measures to protect your information from unauthorized access, use, or disclosure. However, no internet or email transmission is ever fully secure or error-free. Please keep this in mind when disclosing any information to us via the internet. 6. Your Rights Depending on your location, you may have certain rights regarding your personal information, including: The right to access and receive a copy of your personal information The right to rectify or update your personal information The right to delete your personal information The right to restrict or object to our processing of your personal information The right to data portability 7. Cookies and Tracking Technologies We use cookies and similar tracking technologies to track activity on our website and store certain information. You can instruct your browser to refuse all cookies or to indicate when a cookie is being sent. 8. Children's Privacy Our services are not intended for use by children under the age of 18. We do not knowingly collect personal information from children under 18. 9. International Data Transfers Your information may be transferred to, and maintained on, computers located outside of your state, province, country, or other governmental jurisdiction where the data protection laws may differ. 10. Changes to This Privacy Policy We may update our Privacy Policy from time to time. We will notify you of any changes by posting the new Privacy Policy on this page and updating the "Last Updated" date. 11. Contact Us If you have any questions about this Privacy Policy, please contact us at: Email: yinchang.li@wisbot.ai --- Terms and Conditions 1. Introduction Welcome to WisBot! These Terms and Conditions govern your use of our website located at https://wisbot.ai and the WisBot application. By accessing and using our services, you agree to comply with and be bound by these Terms and Conditions. 2. Definitions "WisBot": Refers to our AI assistant for data scientists, accessible through our website and application. "User": Refers to any individual or entity accessing or using WisBot. "Services": Refers to all features and functionalities provided by WisBot. 3. Use of Services 3.1 Eligibility You must be at least 18 years old to use WisBot. By using our services, you represent and warrant that you meet this requirement. 3.2 User Account To access certain features of WisBot, you may need to create an account. You are responsible for maintaining the confidentiality of your account information and for all activities that occur under your account. 4. Intellectual Property 4.1 Ownership All content, trademarks, service marks, logos, and other intellectual property displayed on WisBot are the property of WisBot or its licensors. You are not permitted to use any of these without our prior written consent. 4.2 User Content By uploading or submitting any content to WisBot, you grant us a non-exclusive, royalty-free, worldwide, and transferable license to use, reproduce, distribute, and display such content. 5. Data Privacy Your privacy is important to us. Please refer to our Privacy Policy for information on how we collect, use, and disclose your personal data. 6. User Obligations 6.1 Prohibited Activities You agree not to: Use WisBot for any illegal or unauthorized purpose. Attempt to hack, destabilize, or disrupt the functionality of WisBot. Use WisBot to infringe on the intellectual property rights of others. 6.2 Compliance with Laws You agree to comply with all applicable local, state, national, and international laws and regulations in connection with your use of WisBot. 7. Disclaimer of Warranties WisBot is provided "as is" and "as available." We do not warrant that the services will be uninterrupted, error-free, or free of viruses or other harmful components. We disclaim all warranties, express or implied, including but not limited to, implied warranties of merchantability and fitness for a particular purpose. 8. Limitation of Liability To the fullest extent permitted by law, WisBot shall not be liable for any indirect, incidental, special, consequential, or punitive damages, or any loss of profits or revenues, whether incurred directly or indirectly, or any loss of data, use, goodwill, or other intangible losses, resulting from: Your use or inability to use the services. Any unauthorized access to or use of our servers and/or any personal information stored therein. Any bugs, viruses, or the like that may be transmitted to or through our services by any third party. 9. Indemnification You agree to indemnify, defend, and hold harmless WisBot, its affiliates, and their respective officers, directors, employees, and agents from and against any and all claims, liabilities, damages, losses, and expenses, including reasonable attorneys' fees, arising out of or in any way connected with your use of the services or your violation of these Terms and Conditions. 10. Termination We reserve the right to terminate or suspend your account and access to WisBot at our sole discretion, without notice and without liability, for conduct that we believe violates these Terms and Conditions or is harmful to other users of WisBot, us, or third parties, or for any other reason. 11. Governing Law These Terms and Conditions shall be governed by and construed in accordance with the laws of California, without regard to its conflict of law principles. 12. Changes to Terms and Conditions We may modify these Terms and Conditions at any time. If we make material changes to these Terms and Conditions, we will notify you by posting the updated terms on our website. Your continued use of WisBot after any such changes constitutes your acceptance of the new Terms and Conditions.