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MEERA Generative AI

The Intelligent Engine Powering Digital Transformation

Artificial Intelligence Solutions

3
Deployment Modes
10+
LLM Models Supported
3+
Vector Store Options
200<ms
RAG Latency

Overview

MEERA is TARGET's flagship AI platform and Digital Transformation Engine — a configurable catalogue of essential solutions enabling agile and rapid implementation of digital transformation strategies. Built on a cloud-agnostic architecture with AI and agentic intelligence at its core, MEERA powers enterprise-grade solutions across industries.

MEERA Generative AI extends this foundation with enterprise-grade generative AI capabilities including on-premise LLM deployment, RAG pipelines, intelligent agents, and contextual AI experiences. The platform supports air-gapped, semi-isolated, and hybrid deployment modes, ensuring data sovereignty while delivering cutting-edge AI capabilities.

Products & Modules

What's Inside MEERA Generative AI

MEERA GPT

Enterprise Generative AI Knowledge Hub

Enterprise-grade generative AI solution that integrates with your organization's data, transforming it into a centralized knowledge hub. Leverages advanced LLMs to automate workflows, enhance decision-making, and provide intelligent, context-aware assistance — all deployable on-premise or in hybrid modes.

Data integration with internal systems, databases, and documents
Retrieval-Augmented Generation (RAG) grounding responses in your knowledge base
Intelligent agents automating complex tasks and processes
Strict data governance, privacy, and regulatory compliance
On-premise and hybrid deployment options
Real-time contextual information retrieval

RAG Engine

Context-Aware Retrieval & Generation

Core component enhancing generative capabilities of LLMs by retrieving context-aware information during inference. Supports multiple embedding models and vector stores for enterprise-scale knowledge retrieval.

Document ingestion for PDFs, Word, emails, databases, and APIs
Embedding models: BGE, Instructor-XL, GTE
Vector stores: FAISS, Qdrant, Weaviate
Semantic search (meaning-based, not keyword-based)
Dynamic prompt construction with contextual retrieval
Domain-specific fine-tuning capabilities
Configurable custom data connectors

Agent Layer

Intelligent Task Automation Framework

Extends LLM and retrieval capabilities with intelligent agents for dynamic actions, workflows, and task execution. Agents can interact with external systems like ERP, CRM, payroll, and procurement.

Task automation: report generation, data reconciliation, approvals
Predefined execution pipelines and workflows
Planning & reasoning with outcome prediction
Plugin support for payroll, procurement, and finance systems
Chain-of-thought and cognitive workflows
External API interaction (ERP, CRM, HR systems)

MEERA in a Box

Self-Hosted Enterprise AI System

Self-hosted, fully integrated Generative AI system designed for secure, scalable deployment in enterprise and sovereign infrastructure environments. Runs modern LLM workloads independently of public cloud with complete data sovereignty.

Air-gapped deployment (fully offline)
Semi-isolated deployment (local with selective sync)
Hybrid deployment (local inference, external search)
Multi-GPU, multi-instance GPU support
LLM serving: LLaMA, Mistral, DeepSeek via vLLM/TGI
Kubernetes-native with Helm charts
Prometheus + Grafana observability
FP16 and INT8 quantization support
OAuth2/OpenID/Custom SSO integration
GDPR & CCPA compliance-ready

MEERA Discovery

Data Visualization & Insights

Seamlessly connects with various private data sources, transforming intricate data into engaging visualizations such as charts and maps. Invites users into a data-driven decision-making culture with intuitive interfaces.

Private data source connectivity
Interactive chart and map visualizations
Data-driven decision-making tools
Self-service analytics interface

MEERA Co-Pilot

AI-Powered Application Navigation

Cutting-edge widgets facilitating effortless application handling experience. Users control and navigate applications through intuitive, human-like natural language — enhancing productivity and application effectiveness.

Natural language application navigation
Context-aware assistance widgets
Task guidance and automation
Enhanced user experience across all MEERA apps

Proven Results

Measurable impact delivered across engagements worldwide.

10+
Supported LLMs
200<ms
RAG Response Time
15+
Data Source Types
3Modes
Deployment Options
Case Studies

Real-World Impact

Enterprise Knowledge Hub Deployment

80%
Faster Retrieval
Challenge

Large government organization needed to centralize institutional knowledge across 50+ departments while maintaining data sovereignty.

Solution

Deployed MEERA GPT on-premise with RAG engine connecting to 200+ internal data sources.

Impact

Reduced information retrieval time by 80% and eliminated knowledge silos across departments.

AI-Powered Document Intelligence

10,000+
Documents Processed
Challenge

Energy company needed to automate extraction and analysis of technical reports spanning decades of operations.

Solution

Implemented document ingestion pipeline with domain-specific NLP for oil & gas terminology.

Impact

Automated processing of thousands of legacy technical documents with high accuracy.

Technology

Enterprise-Grade Technology Stack

LLM Serving

HuggingFace Transformers
vLLM
TGI

RAG Framework

LangChain
Haystack
Custom Pipelines

Vector Stores

FAISS
Qdrant
Weaviate

Infrastructure

Docker
Kubernetes
Helm

Observability

Prometheus
Grafana
OpenTelemetry

Security

OAuth2
OpenID Connect
LDAP/SSO

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Ready to Transform Your Artificial Intelligence Operations?

Our team is ready to discuss how MEERA Generative AI can deliver measurable results for your organization.