Redefining Technology
 Contact Now

LLM Based Outreach Systems

Maximize the potential of your marketing, sales, and customer engagement by using enterprisegrade large language models that are specifically designed for understanding in context and interacting like humans. Our bespoke systems based on LLMs facilitate the automation of engagement across the marketing, sales, and customer support channels via the intelligent generation of texts, orchestration of conversations, and predictive delivery of content. We create LLMs trained in the domain that support the entire process from lead nurturing to customer support with personalized, scalable, and measurable communication outcomes.

Scroll up

Description

The company whose engineers develop the custom Large Language Model (LLM) ecosystems that bring precision, personalization, and automation to customer communication.
The systems that we develop comprise advanced Natural Language Processing (NLP), RetrievalAugmented Generation (RAG), and neural inference pipelines to help businesses scale their marketing, sales, and customer engagement with unprecedented intelligence.
Every LLM is created not only to match your company data, tone, and compliance standards but also to ensure that there is consistent and aware of the context outreach across all digital touchpoints.

Knowledge Base

Methodology

Step 1
Data Integration & Fine-Tuning

We combine the data from CRM systems, chat logs, and product knowledge bases into one comprehensive training corpus.

Step 2
Model Architecture & Pipeline Design

Our engineers carry out the fine-tuning of LLMs (GPT, Falcon, LLaMA, or proprietary models) for tone consistency, compliance, and industry relevance.

Step 3
Deployment & Inference Management

The systems that we develop comprise vector databases (Pinecone, FAISS) and context orchestration frameworks (LangChain, LlamaIndex) to allow retrieval-augmented generation (RAG) and contextual recall.

Step 4
Feedback Learning & Optimization

We make use of GPU-optimized inference servers and API gateways to deploy models for lowlatency response and real-time integration.

A few of our flagship implementations of production-ready systems

G20
Ministry of Finance, Government of India
Ministry of Tourism, Government of India
Government of New South Wales | Investment NSW
Sulzer
Amul | The Taste of India
The Cosmos Co-Operative Bank Limited
Ellucian
ONDC | Open Network for Digital Commerce
Dr. Reddy's Foundation
IBM Quantum Computing
Business Standard
ThePrint

Check out the FAQs.

Let’s Redefine Customer Interaction

Make your communication channels vibrant AI-powered engagement tools. Our LLM-driven outreach systems pair linguistic intelligence with business strategy, allowing you to increase personalization, conversion, and retention all at once.

Get Free Consultation

We develop specialized, well-tuned LLMs that are trained on your private data, allowing for correct, consistent with the brand, and legal communication.

Yes, Our solutions can be integrated with Salesforce, HubSpot, Zendesk, and Marketo nicely via API-based middleware.

It allows for engaging the user in real-time with a full understanding of the context, thus every message being very much the same as the user's behavior, feelings, and interaction history.

Of course. Each data pipeline uses end-to-end encryption, role-based access control, and data retention policy compliant with the GDPR.

Absolutely. Our models are specially adjusted for multi-language understanding and generation, hence able to support global outreach as well as local engagement.