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RG Automata
Services

AI Engineering Services
Built for Production

From autonomous agents to enterprise cloud infrastructure. Every service we offer is designed to move directly from scope to production without compromise.

AI Agent Development

Built autonomous agents that reason, plan, and act across complex enterprise workflows.

We architect agentic systems using OpenAI function calling, Claude tool use, and LangChain agent frameworks with robust memory, retry logic, and human-in-the-loop escalation.

Autonomous AgentsLangChainOpenAI

Enterprise AI Automation

End-to-end automation platforms that eliminate repetitive work and accelerate decision making.

From document processing pipelines to multi step approval workflows, we design systems that integrate seamlessly with ERP, CRM, and legacy infrastructure.

Workflow AutomationRPAIntegrations

AI System Integration

Seamless embedding of AI capabilities into your existing software ecosystem.

We build robust API layers, event driven connectors, and middleware that bring AI intelligence to your current tools. Zero Disruption & Maximum Impact.

API DesignMiddlewareEvents

Custom AI Software

Bespoke intelligent applications engineered from first principles for your unique requirements.

Full-stack AI application development using Next.js, .NET, Node.js with embedded ML inference, real time analytics, and enterprise grade security.

Full-StackNext.js.NET

Multi Agent Architecture

Orchestrated networks of specialized AI agents that collaborate on complex, long horizon tasks.

We design supervisor worker agent topologies, implement shared memory banks, and build robust message passing infrastructure for coordinated AI execution.

OrchestrationAgent MeshLangGraph

AI Workflow Automation

Intelligent process automation powered by LLMs, decision models, and dynamic routing logic.

We replace brittle rule based automation with adaptive AI workflows that understand context, handle exceptions, and continuously improve from feedback.

Process MiningDecision AIFeedback Loops

AI MVP Development

Validated, production ready AI product prototypes delivered in weeks, not months.

Rapid cycle AI MVP engineering for startups and enterprise innovation labs from ideation and architecture to launch ready code and investor demos.

Rapid PrototypingStartupsLaunch

AI SaaS Engineering

Scalable SaaS products with AI capabilities baked into the core product experience.

We build multi tenant AI SaaS platforms with usage based billing, model fine tuning pipelines, and horizontally scalable inference backends.

Multi TenantSaaSFine Tuning

Intelligent Dashboards

AI powered analytics and monitoring interfaces that surface insights automatically.

Interactive dashboards with natural language querying, anomaly detection, predictive forecasting, and AI generated narrative summaries of business KPIs.

AnalyticsNL QueryingForecasting

AI API Integration

Expert integration of OpenAI, Anthropic, and third-party AI APIs into production systems.

We manage rate limits, streaming responses, context windows, cost optimization, fallback routing, and observability for all major AI API providers.

OpenAIAnthropicCost Optimization

Legacy System Modernization

Transform aging monoliths into AI-ready, cloud native architectures.

We migrate legacy systems to modern microservice architectures, add AI capabilities incrementally, and build strangler fig patterns that minimize production risk.

MigrationMicroservicesCloud-Native

Conversational AI

Production grade chatbots and voice assistants with deep domain expertise.

We build RAG powered conversational systems with fine tuned domain knowledge, multi turn memory, sentiment analysis, and seamless human handoff protocols.

RAGChatbotsVoice AI

Cloud AI Deployment

Scalable, secure AI infrastructure on AWS designed for enterprise workloads.

Full-stack AWS deployment: Lambda, ECS, Bedrock, EKS with Terraform IaC, auto scaling AI endpoints, and enterprise-grade security posture.

AWSKubernetesTerraform
Why RG Automata

Engineering Depth That Sets Us Apart

Production First Mindset

We write code that ships to production, not demos. Every architectural decision is made with operational reliability in mind.

End-to-End Ownership

From discovery sprint to post launch monitoring. One team owns the entire delivery, eliminating handoff gaps and accountability voids.

AI Native Engineering

Our engineers live in the AI stack. We don't treat LLMs as plugins. We architect systems where AI is a first class infrastructure component.

Transparent Communication

Weekly written reports, shared project portals, and direct engineer access. You always know exactly where your project stands.

Scalable Architecture

We design for 10x your current scale from day one. The architecture we propose today won't become a bottleneck at your growth inflection.

Security by Default

PII handling, output guardrails, IAM policies, and audit logging are built in, not bolted on. Enterprise compliance is a baseline, not a premium.

Technology Ecosystem

The Stack Behind Every Delivery

Carefully chosen tools and platforms.

21+

Technologies

Frontend

Pixel perfect, performant interfaces

4
React
Next.js
Angular
React Native

Backend

Scalable, reliable serve side systems

2
Node.js
.NET

Languages

The code we write every day

4
TypeScript
Python
C#
JavaScript

Cloud & Infrastructure

Enterprise AWS at every scale

11
AWS Lambda
Amazon ECS
AWS Bedrock
EC2
S3
CloudFront
API Gateway
DynamoDB
Amazon RDS
EKS
AWS Amplify

Full Technology Coverage

ReactNext.js🅰Angular📱React Native🟩Node.js💜.NET🔷TypeScript🐍Python🔵C#🟡JavaScriptAWS Lambda🐳Amazon ECS🤖AWS Bedrock💻EC2🗄S3🌐CloudFront🔌API Gateway📊DynamoDB🗃Amazon RDSEKS📡AWS AmplifyReactNext.js🅰Angular📱React Native🟩Node.js💜.NET🔷TypeScript🐍Python🔵C#🟡JavaScriptAWS Lambda🐳Amazon ECS🤖AWS Bedrock💻EC2🗄S3🌐CloudFront🔌API Gateway📊DynamoDB🗃Amazon RDSEKS📡AWS Amplify