Welcome to Associative, a premier software development firm headquartered in Pune, Maharashtra, India. Established on February 1, 2021, we are a team of dedicated innovators and IT professionals passionate about transforming data into actionable business strategies.
In the digital economy, retaining an existing customer is far more cost-effective than acquiring a new one. Our mission is to guide businesses through this challenge by building a robust customer churn prediction model tailored to your unique data landscape. We operate with unyielding transparency and are formally registered with the Registrar of Firms (ROF), Pune.
Why Build a Custom Customer Churn Prediction Model? Off-the-shelf analytics often fail to capture the nuances of specific business models. A custom model analyzes your historical data to identify patterns and behavioral triggers that precede a customer leaving. By predicting these events before they happen, you can intervene proactively.
Associative utilizes the “Core AI/ML” capabilities of the Python ecosystem to build models that learn and adapt to your customer base.
Our AI & Machine Learning Tech Stack We utilize a massive landscape of technologies to ensure high accuracy and performance for your prediction models.
1. Data Processing & Management Before a model can learn, data must be structured. We handle high-volume data ingestion using:
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Databases: Proficiency in SQL (PostgreSQL, Oracle, MySQL) for transactional data and NoSQL (MongoDB, Redis) for unstructured behavioral logs.
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Backend Integration: Scalable logic using Python (Django, Flask, FastAPI) to feed data pipelines.
2. Machine Learning Frameworks We build sophisticated algorithms using industry-standard libraries:
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Core Libraries: Python ecosystem including Scikit-learn for statistical modeling.
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Deep Learning: TensorFlow and PyTorch for complex pattern recognition and neural networks.
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Java Libraries: Deeplearning4j for enterprise-grade integration.
3. Integration with CRM & ERP A prediction is only useful if it reaches your sales team. We integrate our models directly into your workflow:
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Custom Enterprise Solutions: Integration with Salesforce, Microsoft Dynamics 365, Odoo, and ERPNext.
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Actionable Insights: Dashboard creation for real-time visualization of at-risk accounts.
Beyond Prediction: Comprehensive Digital Services Associative offers a one-stop-shop for businesses seeking to innovate. Our expertise extends beyond data science:
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Generative AI: Using Large Language Models (LLMs) like LangChain and Ollama to generate personalized retention emails automatically.
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Digital Marketing: Aligning your retention strategies with SEO and PPC campaigns.
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Mobile & Web Apps: Implementing in-app retention features using React, Angular, Flutter, or Native Android/iOS development.
Operational Excellence & Transparency We believe in building trust through transparency.
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Flexible Engagement: We offer variable engagement models ranging from a minimum of 3 hours to a maximum of 9 hours per day.
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Transparent Billing: We operate strictly on a time-and-materials basis. Invoices are submitted daily, weekly, or on a milestone basis, ensuring you only pay for the work performed.
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Work Schedule: We operate Monday through Saturday, 10:00 AM to 8:00 PM.
Client Confidentiality & Data Security Building a churn model requires access to sensitive customer data. We treat this responsibility with the highest seriousness.
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Strict NDAs: We adhere to rigorous non-disclosure agreements.
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No Portfolio: We do not share client projects or maintain a public portfolio to protect your IP and data privacy.
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100% Ownership: Upon project completion and final payment, you receive full ownership of the source code, the trained model, and the IP. We retain no rights to your work.
Terms of Service Overview
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Service Model: We are a project-based development company working from our secure offices (no on-site/client location work).
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Estimates: We provide general time estimates (e.g., minimum 1000 hours for complex custom software) but do not provide fixed-bid contracts due to the dynamic nature of AI development.
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Payments: Accepted via RTGS, NEFT, IMPS, and UPI.
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Support: We provide a 7-day complimentary post-launch support period.
Contact Us Stop losing customers today. Contact Associative to start building your custom customer churn prediction model.
Associative Address: Khandve Complex, Yojana Nagar, Lohegaon – Wagholi Road, Lohegaon, Pune, Maharashtra, India – 411047 Phone/WhatsApp: +91 9028850524 Email: info@associative.in Website: https://associative.in
