Welcome to Associative The future of business efficiency isn’t just about software; it is about autonomy. Welcome to Associative, a 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 intelligent, scalable digital realities.
We operate with unyielding transparency and regulatory compliance. Associative is formally registered with the Registrar of Firms (ROF), Pune. Our mission is to guide businesses through the digital landscape by building “digital employees”—custom AI agents that work 24/7.
Our Approach to Custom AI Agent Workflows
At Associative, we move beyond simple chatbots. We engineer custom AI agent workflows—systems where Large Language Models (LLMs) connect with your business data and tools to perform complex tasks autonomously.
By leveraging our deep expertise in Generative AI & LLMs, we create agents that can reason, plan, and execute.
1. Agent Orchestration & Logic
We build the “brains” of your operation using advanced frameworks.
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LangChain Integration: We utilize LangChain to chain together multiple AI actions, allowing agents to break down complex problems into solvable steps.
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Local & Private AI: For enterprises concerned with data privacy, we specialize in Ollama to run open-source LLMs within your secure infrastructure, ensuring your data never leaves your control.
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Keras & Python Ecosystem: Utilizing the power of Python (TensorFlow, PyTorch) to fine-tune models for your specific industry logic.
2. Multi-Agent Systems
Some problems require a team. We develop multi-agent environments where specialized agents interact:
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Researcher Agents: Scrape and analyze web or internal data.
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Writer Agents: Generate reports or content based on findings.
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Coder Agents: Write and execute code snippets for data analysis.
3. Integration with Enterprise Tools
An AI agent is only as good as the tools it can access. We connect your custom agents to your existing software ecosystem.
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CRM & ERP Integration: We connect agents to Salesforce, Microsoft Dynamics 365, Odoo, and ERPNext to automate data entry, lead scoring, and customer follow-ups.
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Communication Bridges: Agents that operate via WhatsApp (using our API expertise) or integrate with your internal portals.
4. Advanced R&D: NexusReal
Our capability to build complex workflows is proven by our flagship R&D project, NexusReal. If we can bridge digital intelligence with physical reality through interactive AI Avatars and Neural Radiance Fields (NeRFs), we can certainly automate your business logic.
Why Partner with Associative?
Building custom AI agent workflows involves handling sensitive business logic and data. Our operational model is designed to protect your competitive advantage.
1. 100% IP Ownership AI models and workflows are intellectual property. Unlike SaaS platforms that rent you the intelligence, we build it for you. Upon project completion and final payment, you receive full ownership of the source code and IP.
2. Strict Confidentiality (No Public Portfolio)
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Rigorous NDAs: We adhere to strict non-disclosure agreements.
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No “Show and Tell”: We do not share client projects or maintain a public portfolio. The specific workflows we build for you remain your trade secret.
3. Validated Expertise Our technical rigor is backed by official accreditations:
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Adobe Bronze Solution Partner
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Official Reseller Partner of Strapi
Technology Stack
We utilize a massive landscape of technologies to ensure your agents are robust and scalable.
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Languages: Python (Core AI), Java, JavaScript, TypeScript, Go, Rust.
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Vector Databases & Storage: Redis, MongoDB, PostgreSQL (for agent memory and context).
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Cloud & Deployment: Expert management of AWS, Google Cloud, and Azure using Docker and Kubernetes to containerize and scale your agents.
Service Terms & Contact
How We Work
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Service Model: Project-based development. Our developers work from our secure offices in Pune to maintain data security; we do not work on-site.
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Transparent Billing: We operate on a time-and-materials basis. Invoices are submitted daily, weekly, or on a milestone basis.
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Estimates: We provide general time estimates based on experience (e.g., minimum 1000 hours for complex custom software).
Start Automating Today Ready to build a workforce that never sleeps? Contact Associative for your custom AI agent workflows.
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Address: Khandve Complex, Yojana Nagar, Lohegaon – Wagholi Road, Lohegaon, Pune, Maharashtra, India – 411047
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Phone/WhatsApp: +91 9028850524
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Email: info@associative.in
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Website: https://associative.in
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Office Hours: 10:00 AM to 8:00 PM (Monday through Saturday)
