AI-Native Services

AI-Native Services

We do not bolt AI onto existing processes. We build AI-native solutions from the ground up -- where AI agents are the primary workers and humans provide oversight, judgment, and strategic direction.

Services We Offer

End-to-end AI services from strategy to production. Select a service to see what we deliver.

AI Application Development

Full-stack AI applications that solve real business problems. From intelligent dashboards to autonomous decision systems, we build production-grade AI apps that integrate with your existing infrastructure.

Intelligent document processing systems
Conversational AI interfaces for enterprise data
Predictive analytics dashboards
Real-time anomaly detection applications
AI-powered search and recommendation engines

Our Tech Stack

Battle-tested technologies chosen for reliability, performance, and the ability to run anywhere -- including on-premises.

Languages & Frameworks

PythonCore language for AI/ML development
FastAPIHigh-performance async API framework
TypeScriptType-safe frontend and backend
Next.jsFull-stack React framework

AI & LLM

LangChainLLM application orchestration
OllamaLocal LLM deployment and serving
Llama 3.3Open-weight large language model
Claude APIAdvanced reasoning and analysis

Infrastructure

DockerContainerized deployments
TemporalDurable workflow orchestration
PostgreSQLRelational data with pgvector
RedisCaching and message queuing
Agent Architecture

How AI Agents Work

Every Netray AI agent follows the same proven architecture: Observe, Reason, Act, Validate.

Step 1 of 4

Observe

The agent monitors data streams, user inputs, system events, and environmental signals. It gathers context from multiple sources to understand the current state.

Monitoring ERP transaction logs
Watching CRM pipeline changes
Reading incoming documents
Tracking system performance metrics
Observe
Reason
Act
Validate

Use Cases

Real-world applications of AI agents across enterprise operations.

ERP Automation

AI agents that automate Infor M3, LN, SyteLine, and CloudSuite operations. Configuration review, data validation, test generation, and go-live readiness.

50% faster implementations

CRM Automation

Salesforce and CRM agents for data migration, flow optimization, test automation, and configuration review. AI-accelerated CRM transformations.

80% less manual testing

Document Processing

Intelligent document extraction, classification, and processing. Invoices, purchase orders, contracts, and compliance documents automated end-to-end.

95% extraction accuracy

Data Analysis

AI-powered analytics that surface insights from enterprise data. Anomaly detection, trend analysis, forecasting, and automated reporting.

10x faster insight generation

Code Generation

AI agents that generate production-quality code for Apex, LWC, Mongoose scripts, and custom integrations. Including test classes and documentation.

3x developer productivity

Testing Automation

End-to-end test generation, execution, and validation. AI agents that understand your business processes and generate comprehensive test scenarios.

90% test coverage achieved
Platform

Inforay: Our AI Agent Platform

The engine behind every Netray AI implementation. Inforay orchestrates, monitors, and validates AI agents working across your enterprise systems.

Agent Orchestration Engine

Coordinate multiple AI agents working on different aspects of an implementation simultaneously. Agents share context and build on each other's work.

Enterprise Data Connectors

Pre-built connectors for Infor, Salesforce, SAP, Oracle, and 50+ enterprise systems. Secure, audited data access for AI agents.

Validation Framework

Every AI agent action is validated against configurable rules. Automated rollback, human-in-the-loop escalation, and comprehensive audit trails.

Knowledge Base

Accumulated implementation knowledge from hundreds of projects. Agents reference proven patterns, configurations, and best practices automatically.

Real-Time Monitoring

Dashboard showing all active agents, their current tasks, confidence levels, and outcomes. Full transparency into what AI is doing and why.

Security & Compliance

SOC 2 compliant agent execution. Data never leaves your environment. Role-based access, encryption at rest and in transit, and complete audit logging.

Inforay Architecture

AI Agents Layer
ERP Agents / CRM Agents / Testing Agents / Data Agents
Orchestration Engine
Temporal Workflows / Task Queue / Agent Coordination
Intelligence Layer
LLM Reasoning / RAG Knowledge Base / Decision Framework
Enterprise Connectors
Infor APIs / Salesforce APIs / Custom APIs / Data Streams
Infrastructure
Docker / PostgreSQL + pgvector / Redis / Monitoring
Get Started

Build AI-Native with Netray

Whether you need a single AI agent or a full platform transformation, we start with a free discovery call to understand your challenges and show you what is possible.

+91 9380-595-715No commitment required