Engineering Intelligent
AI Systems That
|Scale Businesses
We build AI agents, automation systems, enterprise AI infrastructure, and scalable intelligent software for companies that refuse to operate at human speed.
Trusted Technologies & Platforms
End-to-End AI Engineering Services
From autonomous agents to cloud infrastructure. We architect, build, and deploy intelligent systems that compound in value.
AI Agent Development
Built autonomous agents that reason, plan, and act across complex enterprise workflows.
Enterprise AI Automation
End-to-end automation platforms that eliminate repetitive work and accelerate decision making.
AI System Integration
Seamless embedding of AI capabilities into your existing software ecosystem.
Custom AI Software
Bespoke intelligent applications engineered from first principles for your unique requirements.
Deep AI Engineering Capabilities
We go beyond API wrappers. We architect AI systems with production grade reliability, reasoning depth, and enterprise security posture.
Foundation Models
We deploy GPT-4o, Claude 3.5, and open source LLMs with custom system prompts, tool use, and fine tuning. Choosing the right model for each workload.
Agent Orchestration
LangGraph and custom orchestration layers coordinate multi agent pipelines with shared state, retry logic, and deterministic routing.
Knowledge Retrieval (RAG)
Vector store backed RAG systems with semantic chunking, re ranking, and hybrid search. Giving agents accurate & domain specific knowledge.
Production AI Infrastructure
Horizontally scalable inference on AWS ECS and EKS with model versioning, A/B testing, observability, and automated retraining pipelines.
Real Time AI Systems
Streaming LLM responses, event driven AI triggers, and sub second inference for latency sensitive enterprise applications.
Enterprise AI Governance
PII detection, output guardrails, audit logging, RBAC, and compliance aware deployment. AI you can actually trust in production.
AI Model & Platform Expertise
Hands-on production experience with every major AI provider, framework, and infrastructure platform.
The Stack Behind Every Delivery
Carefully chosen tools and platforms.
21+
Technologies
Frontend
Pixel perfect, performant interfaces
Backend
Scalable, reliable serve side systems
Languages
The code we write every day
Cloud & Infrastructure
Enterprise AWS at every scale
Full Technology Coverage
AI Systems That Delivered Impact
Real outcomes for real companies. Every case study below represents a production system running at scale today.
AI Powered Route & Dispatch Automation
⧾34%
Route Efficiency
28%
Fuel Cost Reduction
−91%
Manual Dispatches
99.2%
On Time Delivery
Autonomous AI Sales Assistant Platform
⧾68%
Lead Qualification
< 90s
Response Time
⧾42%
Pipeline Velocity
3.1𝑥
SDR Productivity
Clinical Workflow Intelligence Platform
−73%
Documentation Time
12𝑥 faster
Intake Processing
97.4%
Coding Accuracy
18k/mo
Clinician Hours Saved
From AI Idea to Launch in Weeks
We've helped startups and enterprise innovation labs ship production grade AI MVPs that attract investment, validate markets, and onboard real users quickly.
Idea Validation
We challenge assumptions and validate AI feasibility before writing a line of code.
Rapid Build
Agile sprints produce working AI software every 2-weeks, Visible progress, not promises.
Launch Ready
Production hardened code with proper error handling, monitoring, and rollback capability.
Scale Path
Architecture choices that support 10x growth without rearchitecting from scratch.
AI MVP Package
Everything included
8–14
Weeks avg.
20⧾
MVPs shipped
4.3★
Client rating
Enterprise Grade AWS
AI Infrastructure
Every AI system we build runs on hardened, cost optimized, AWS infrastructure designed for the scale, security, and compliance requirements of enterprise organizations.
AWS Services We Deploy
Auto Scaling Inference
AI endpoints scale from 0 to millions of requests per second using EKS + KEDA, with zero cold start penalties.
Enterprise Security
VPC isolation, KMS encryption, IAM least privilege, WAF and GuardDuty. A security posture that passes enterprise SOC 2 reviews.
Global CDN & Edge
CloudFront distribution with edge caching for AI responses, reducing latency for global user bases.
Managed AI Datastores
RDS, DynamoDB, and vector databases (pgvector, OpenSearch) provisioned with automated backups and point in time recovery.
All infrastructure provisioned via Terraform. Fully reproducible, version controlled, and audit ready environments with automated CI/CD pipelines.
A Delivery Process Built for Enterprise Confidence
Six phases from discovery to live production. Full transparency, predictable milestones, and documented handoffs at every stage.
Discovery & Architecture
Deep stakeholder workshops, existing system audits, and problem framing. We define success metrics, map AI opportunity spaces, and design a scalable technical architecture before writing a single line of code.
Design & Prototype
High fidelity UI/UX design, agent topology design, and interactive prototypes. Stakeholders see the product before engineering begins aligning vision and reducing rework.
Agile Engineering
Iterative 2-week sprints with daily standups, weekly demos, and continuous integration. You maintain full visibility into progress through a shared project portal and weekly written reports.
QA & Security Review
Comprehensive testing: unit, integration, load, and adversarial AI testing. Security audit, data privacy review, and enterprise compliance checks before any production deployment.
Deployment & Launch
Zero downtime blue green deployments on AWS. Infrastructure as code with Terraform, automated rollback capabilities, and full observability stack with CloudWatch and custom dashboards.
Ongoing Support & Evolution
Post launch model monitoring, continuous fine tuning, and feature iteration. We treat every deployment as version 1.0. The beginning of an ongoing engineering partnership.
What Our Clients Say
"RG Automata didn't just build us an AI product. They architected an entirely new way of operating. Our operations team now handles 3× the volume with the same headcount."
GPGirish Patel
VP of Operations, Jay Industries
Your next AI system
starts with a conversation.
Whether you're validating an AI idea or scaling an enterprise platform, we're the engineering partner that turns your vision into production grade reality.