LogisticsFinance Automation for a Logistics Firm
Reduced manual invoicing by 95% and cut payment processing time by 3 days.
Read Case StudyBig AI · Hyperscale Generative AI Platform · AWS + Anthropic Claude
Enterprise AI
built for Global Scale.
We design and operate hyperscale Generative AI ecosystems — AI agents, RAG pipelines, intelligent document processing, and enterprise copilots — powered by AWS and Anthropic Claude models on Amazon Bedrock.
Amazon BedrockAnthropic ClaudeAmazon EKSAWS FargateEvent-driven Microservices
Selected outcomes
Financial services · Tier-1 bank
8M+ tokens / day
Claude inference on Bedrock
Logistics · 200+ trucks
35% faster
AI-orchestrated dispatch
Enterprise IDP · 1.2M docs / mo
92% straight-through
document processing
Hyperscale AI
Cloud-native architecture on AWS engineered for high-concurrency AI inference.
Generative AI
Production-grade Claude deployments via Amazon Bedrock — secure and governed.
Autonomous Agents
Multi-agent systems that retrieve, reason, and act across enterprise APIs.
Enterprise Ready
SOC-grade security, observability, audit trails, and multi-tenant isolation.
What We Do
A full-stack Generative AI platform for enterprises — from intelligent agents to hyperscale inference.
AI Workflow Automation
Autonomous orchestration of complex enterprise operations with AI-driven routing and decision engines.
Learn MoreGenerative AI Solutions
Enterprise applications powered by Anthropic Claude on Amazon Bedrock — content, summarization, knowledge retrieval.
Learn MoreAI Agents & Copilots
Multi-agent systems that execute tasks, query enterprise APIs, and assist customers and employees in real time.
Learn MoreIntelligent Document Processing
Extract, classify, validate, and summarize high volumes of enterprise documents with LLM-grade accuracy.
Learn MoreConversational AI
Scalable chatbots and omnichannel assistants for customer support, internal helpdesks, and digital channels.
Learn MoreAI Integration & Orchestration
Embed AI into ERP, CRM, HRMS, finance, logistics, and eCommerce systems through an API-first model.
Learn MoreHow We Work
Hyperscale AI on AWS.
Big AI runs on a cloud-native, containerized architecture designed for high-concurrency Generative AI workloads — engineered for global scale, regulatory compliance, and continuous AI deployment.
- Anthropic Claude on Amazon Bedrock
- Amazon EKS + AWS Fargate microservices
- Event-driven, API-first architecture
- Multi-tenant AI orchestration
- Enterprise security, governance & audit
- AI observability and cost controls
AI in Production
Reference architectures for the Generative AI workloads we deploy across financial services, logistics, retail, and government.
Enterprise AI Copilot
A Claude-powered assistant grounded in your internal knowledge — RAG over policies, contracts, and product data.
User Query
RAG Retrieval
Claude on Bedrock
Cited Response
Intelligent Document Processing
Classify, extract, and validate millions of enterprise documents with LLM-grade accuracy and human-in-the-loop review.
Ingest
Claude Extraction
Validation
System of Record
Multi-Agent Customer Support
Autonomous agents triage tickets, query CRM/ERP systems, and resolve or escalate with full audit trail.
Inbound
Agent Router
Tool Calls
Resolve / Escalate
Proven Results
See how we've transformed businesses like yours with intelligent automation.
Logistics
RetailSupply Chain AI for a Major Retailer
Optimized stock levels, leading to a 20% reduction in holding costs and a 15% decrease in stockouts.
Read Case Study
E-commercePersonalized Marketing for E-commerce
Increased customer lifetime value by 15% and boosted repeat purchase rate by 25% with AI-driven campaigns.
Read Case StudyFrom the Blog
Field notes on automation, AI agents, and operating leaner.
ArchitectureRunning Anthropic Claude on Amazon Bedrock at enterprise scale
How we architect high-concurrency Claude inference on AWS — from token economics to multi-tenant isolation.
Read Post
Generative AIRAG vs. fine-tuning for enterprise knowledge
A practical decision framework for grounding Claude in proprietary enterprise data.
Read Post
AI AgentsA blueprint for multi-agent systems in the enterprise
From single-shot prompts to autonomous agents that plan, call tools, and act across enterprise APIs.
Read PostLet's map your
first automation.
Tell us about your operations. We'll show you exactly what to automate, in what order, and what it would cost.
Book a discovery callinfo@bigai.asia
Puchong, Selangor, Malaysia