Services AI & Intelligent Automation

AI & Intelligent Automation

Agents, RAG pipelines, MCP integration, and AI-native applications — engineered with the same rigor as our security practice, not bolted on after.

AI & Automation Overview

Generative AI offers transformative capabilities, but introducing LLMs and autonomous agents into the enterprise introduces novel vectors for data leakage and compliance failure. SG2 Technologies engineers secure, private AI applications and intelligent automation — agents, Retrieval-Augmented Generation (RAG), Model Context Protocol (MCP) integration, and robust LLM-Ops pipelines. We ensure your proprietary data remains yours, while unlocking the efficiency of modern artificial intelligence.

AI Solutions We Deliver

AI Agent Development & MCP Integration

Design and deploy autonomous agents with tool access, memory, and human-in-the-loop escalation, wired into your systems via MCP.

NLP, LLM Fine-tuning, Predictive Analytics

Adapt foundation models to your specific domain vocabulary and operational requirements.

Edge & Cloud Deployments, APIs

Flexible deployment models ensuring low latency and high availability for your AI workloads.

Regional Language Voice Solutions

Voice-first customer engagement using multilingual ASR/TTS (Hindi, Tamil, Telugu, Kannada, Bengali).

RAG Pipelines on Your Data

Ground LLMs in your enterprise data without exposing sensitive information to public models.

LLM-Ops & Evaluation

Continuous monitoring, evaluation, and lifecycle management for your deployed models.

Integrated Technologies

OpenAIAnthropicLangChainLangGraphMCPAWS BedrockAzure AIvector DBs

Frequently Asked Questions

Common questions from enterprise and mid-market teams across India and internationally.

What AI and automation services does SG2 Technologies provide?

SG2 Technologies builds end-to-end AI and automation systems including autonomous agents with MCP-based tool access, LLM-powered enterprise assistants and copilots, RAG (Retrieval-Augmented Generation) pipelines on your proprietary data, predictive analytics and ML model deployment, regional language voice solutions in Hindi, Tamil, Telugu, Kannada, and Bengali, computer vision for manufacturing and logistics, and LLM-Ops pipelines for continuous monitoring of deployed models.

Is our company data safe when you build AI applications?

Yes. SG2 Technologies designs all AI applications with data security as a first principle. We use RAG architectures that keep your data inside your own infrastructure — it never reaches public model providers. All LLM API calls are routed through access controls, guardrails, and audit logging. For Indian enterprises, we configure data residency controls aligned to DPDP Act 2023 requirements.

Do you support Indian regional languages in AI solutions?

Yes. SG2 Technologies has specific capability in multilingual AI — including automatic speech recognition (ASR) and text-to-speech (TTS) in Hindi, Tamil, Telugu, Kannada, and Bengali. This is valuable for customer engagement platforms, voice IVR systems, and internal productivity tools deployed across India's diverse workforce.

How long does an AI or automation project typically take?

A focused engagement — such as a RAG-based internal knowledge assistant, an MCP-integrated agent, or a predictive analytics pipeline — typically takes 6 to 12 weeks from discovery to production deployment. More complex integrations involving custom model fine-tuning or multi-system connections may take 3 to 6 months. SG2 delivers in iterative sprints so you see working output early.