Development

Custom AI Agent Workflows & Intelligent Automation

Welcome to Associative In an era where efficiency defines market leadership, static software is no longer enough. Associative is 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 manual processes into scalable, autonomous digital realities.

We operate with unyielding transparency and are formally registered with the Registrar of Firms (ROF), Pune. Our mission is to guide businesses through the complexities of the digital landscape by engineering custom AI agent workflows that drive growth and operational efficiency.

Transforming Business Logic into Intelligent Agents

We don't just build chatbots; we architect autonomous agents capable of executing complex tasks. By leveraging custom AI agent workflows, we enable businesses to automate decision-making, data retrieval, and customer interaction with human-like precision.

Our AI & Agent Development Capabilities

Associative offers a one-stop-shop for businesses seeking to innovate. Our expertise covers the full lifecycle of AI integration, utilizing a robust tech stack to build agents that work for you.

1. Generative AI & LLM Orchestration We specialize in Large Language Models (LLMs) to create agents that understand context and intent.

Frameworks: Expertise in LangChain, Ollama, and Keras to build sophisticated agent chains.
Core AI/ML: Utilizing the Python ecosystem (TensorFlow, PyTorch, Scikit-learn) for model training and fine-tuning.
Application: Development of internal knowledge bots, automated content generation tools, and intelligent customer support agents.

2. Integration with Enterprise Systems A custom AI agent is only as powerful as the data it can access. We integrate agents directly into your existing infrastructure.

CRM & ERP: We connect agents to Salesforce, Microsoft Dynamics 365, Odoo, and ERPNext to automate data entry and lead qualification.
Backend Logic: Scalable server-side execution using Python (FastAPI, Django) and Node.js to ensure your agents perform tasks rapidly.

3. Advanced Perception (Computer Vision) For workflows requiring visual input, we equip agents with sight.

Image Analysis: Using OpenCV and custom 3D data processing to allow agents to "see" and analyze documents, products, or environments.

Innovation at the Edge: NexusReal

Associative is at the forefront of R&D with our flagship project, NexusReal. This platform bridges digital intelligence and physical reality, demonstrating our capability to build complex, high-fidelity AI solutions.

Capabilities: We develop Interactive AI Avatars with lip-syncing and real-time communication via LLMs.
Future-Proof: This R&D experience ensures your custom AI agent workflows are built on the cutting edge of what is technologically possible.

Why Partner with Associative?

Building autonomous agents requires a partner who values security, ownership, and transparency.

1. 100% IP Ownership Your proprietary data and agent logic are your competitive advantage. Upon project completion and final payment, clients receive full ownership of the source code and IP. We retain no rights to your work.

2. Strict Confidentiality (NDA) We adhere to rigorous Non-Disclosure Agreements. We do not share client projects or maintain a public portfolio, ensuring your automated workflows remain private.

3. Operational Transparency

Billing: We operate strictly on a time-and-materials basis, ensuring you only pay for the work performed. Invoices are submitted daily, weekly, or on a milestone basis.
Location: Our developers work from our secure offices in Pune; we do not work on-site at client locations.

Technology Stack

Our team utilizes a massive landscape of technologies to ensure the right tool is used for every job.

Languages: Python, Java, JavaScript, TypeScript, C++, Go, Rust.
Cloud & DevOps: Expert management of AWS, Google Cloud, and Azure using Docker and Kubernetes for deploying scalable agent containers.
Databases: Vector database implementation and proficiency in SQL (PostgreSQL) and NoSQL (MongoDB, Redis).

Contact Us

Ready to automate the future? Contact Associative to discuss your custom AI agent workflows.

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.inOffice Hours: 10:00 AM to 8:00 PM (Monday – Saturday)