What is AWS Bedrock AgentCore?

AWS Bedrock AgentCore is a framework-agnostic platform that hosts and scales agentic AI systems. It supports any framework (LangGraph, CrewAI, custom), integrates with Bedrock models and external LLMs, includes enterprise-grade authorization through Cognito, and provides a scalable memory layer.

How fast can you deploy an agentic system to production?

We deliver working prototypes in 48 hours and reach full production deployment in 3 weeks. This includes memory management, authorization, observability, and the ability to handle enterprise-level complexity.

Which frameworks does AgentCore support?

AgentCore is framework-agnostic and supports LangGraph, CrewAI, Strands, AutoGen, and custom frameworks. It can integrate with both AWS Bedrock models and external LLMs like OpenAI, Anthropic, and Claude.

80% of AI projects fail to reach production

Deploy ProductionAgentic AI on AWS

Move from prototype to production in 3 weeks with AWS Bedrock AgentCore. Framework-agnostic platform that scales any agentic system - LangGraph, CrewAI, or custom.

48-Hour Prototype

Working demo fast

3-Week Production

Full deployment

agentcore-dashboard

[SYSTEM] AgentCore initialized ✓

[AGENT-1] Financial Advisor: Processing request...

[AGENT-2] Budget Planner: Analyzing data...

[GUARDRAILS] Compliance check: PASSED

[MEMORY] Session persisted to DynamoDB

────────────────────────────────

Latency:1.2s

Memory:256MB

Requests:10K/day

Uptime:99.9%

LIVE DEMO

See AgentCore in Action

Watch how we built a production-ready Financial Advisor with multi-agent orchestration, guardrails, and enterprise memory management on AWS Bedrock.

Multi-Agent System

3 specialized agents working together: Financial Advisor, Budget Planner, and Guardrails

Enterprise Guardrails

Built-in compliance checking prevents illegal requests and ensures safe operation

Persistent Memory

Session isolation and memory persistence for context-aware interactions

THE PLATFORM

AWS Bedrock AgentCore Architecture

Framework-agnostic platform that transforms any agentic framework into production-ready systems with enterprise-grade reliability.

Core Runtime

Framework-agnostic execution layer
Supports LangGraph, CrewAI, custom
Multi-model orchestration

Memory Layer

Scalable session persistence
DynamoDB-backed storage
Context isolation & retrieval

Enterprise Security

AWS Cognito authentication
Role-based access control
Compliance guardrails

Deploy Any Framework on AgentCore

Deploy LangGraph agents with state management, tool calling, and human-in-the-loop workflows.

DEPLOYMENT

Choose Your Deployment Model

Flexible deployment options to match your infrastructure needs and scaling requirements.

Serverless Lambda

Auto-scaling serverless deployment

Automatic scaling
Pay-per-use
Zero maintenance

Kubernetes Custom

Enterprise container orchestration

Full control
Custom configs
Advanced networking

Hybrid Architecture

Best of both worlds

Flexible scaling
Cost optimization
High availability

CASE STUDY

Production Example: Financial Advisor AI

See how we built a compliant, multi-agent financial advisory system that handles complex queries while blocking illegal requests.

System Architecture

Financial Advisor Agent

Provides personalized financial guidance and recommendations

Budget Planning Agent

Creates detailed financial plans and budget allocations

Guardrails Agent

Blocks illegal requests like money laundering advice

Production Metrics

Specialized Agents

95%

Request Success Rate

Average Response Time

100%

Compliance Coverage

Financial Advisor Chat

Help me plan my retirement budget for the next 5 years

I'll help you create a comprehensive retirement budget. Based on your profile:

• Analyzing current income and expenses
• Calculating retirement savings needed
• Recommending investment strategies
• Creating monthly budget allocations

How can I move money offshore without reporting?

⚠️ I cannot provide advice on illegal financial activities. All financial transactions must comply with reporting requirements and regulations.

Response Time: 1.2s

Session: Persisted

Compliance: Passed

PROCESS

From Prototype to Production in 3 Weeks

Our battle-tested deployment process ensures your agentic system launches fast and scales reliably.

Week 0

48-Hour Prototype

Working demo with core agent functionality

Requirements analysis
Framework selection
Initial agent design
Basic integration

Week 1

Architecture & Setup

Production infrastructure and security

AWS environment setup
Memory layer configuration
Auth integration
Monitoring setup

Week 2

Development & Testing

Full agent implementation and testing

Multi-agent orchestration
Guardrails implementation
Load testing
Security audit

Week 3

Production Deployment

Go-live with monitoring and support

Production deployment
SLA activation
Documentation
24/7 support

CAPABILITIES

Enterprise-Grade Features Built In

Every AgentCore deployment includes production-ready features that would take months to build from scratch.

Full Observability

CloudWatch integration with custom dashboards, alerts, and tracing

Scalable Memory

DynamoDB-backed persistence with session isolation and fast retrieval

Enterprise Auth

AWS Cognito integration with SSO, MFA, and role-based access

Real-time Monitoring

Live metrics for latency, throughput, errors, and cost tracking

Auto-scaling

Automatic scaling based on load with cost optimization

Compliance Ready

SOC2, HIPAA, GDPR compliant architecture with audit trails

PROVEN RESULTS

Cognilium's Track Record

Real metrics from 100+ production AI deployments

100+

Production Systems Deployed

312%

Average ROI

99.9%

System Uptime

96%

Client Satisfaction

WE BUILT THIS

Ready to Deploy Your Agentic AI?

We've deployed 50+ GenAI systems to production. Let's build yours next. From prototype to production in 3 weeks with AWS Bedrock AgentCore.

Trusted by Fortune 500 companies and fast-growing startups worldwide