THE PROBLEM: 80% of AI Projects Never Reach Production

Your AI Prototype Impressed Everyone.Now What?

You built an amazing agent with LangGraph or CrewAI. It demos perfectly. But deploying it to production? That's where things fall apart.Memory management. Authorization. Scaling. Monitoring. Compliance.

THE SOLUTION

AWS Bedrock AgentCore: Production Infrastructure for Any Agent Framework

Deploy your agents to production in 3 weeks, not 6 months. We handle the infrastructure so you can focus on the business logic.

48hrs
To Prototype
3 weeks
To Production
99.9%
Uptime SLA
312%
Average ROI

Why AI Prototypes Fail in Production

You're not alone. Every team faces these challenges when moving from demo to deployment.

Prototype Works, Production Fails

Your POC impressed stakeholders, but scaling it breaks everything

Impact: Months of wasted development

Framework Lock-in

Stuck with LangGraph or CrewAI limitations, unable to customize

Impact: Technical debt accumulation

No Memory Persistence

Agents forget context between sessions, breaking user experience

Impact: Poor user satisfaction

Missing Observability

Can't trace agent decisions or debug production issues

Impact: Blind operations

The Hidden Cost of Building Production Infrastructure

$200K-$500K
Infrastructure development cost
4-6 Months
Time to production
5-8 Engineers
Dedicated team required
LIVE DEMONSTRATION

See How We Solve It: Financial Advisor Demo

Watch our production Financial Advisor system handle complex queries, block illegal requests, and maintain perfect compliance - all in real-time.

Multi-Agent Orchestration

Three specialized agents working seamlessly together to handle financial queries

Real-time Guardrails

Watch the system block illegal requests while maintaining user experience

Production Monitoring

See CloudWatch traces showing exactly how agents collaborate and make decisions

THE SOLUTION

AgentCore: Your Fast Track to Production

We've built the production infrastructure so you don't have to. Deploy any agent framework with enterprise-grade reliability.

Everything You Need, Nothing You Don't

Framework Agnostic

Deploy any framework - LangGraph, CrewAI, or custom

Production Infrastructure

Memory, auth, monitoring built-in from day one

Enterprise Scale

Handle millions of requests with auto-scaling

Full Observability

Trace every decision, monitor costs, debug instantly

Your Journey to Production

Requirements & ArchitectureDay 1-2
Prototype DevelopmentDay 3-5
Production SetupWeek 2
Testing & DeploymentWeek 3
Optimization & SupportWeek 4+

Build In-House vs Deploy with AgentCore

AspectBuild In-HouseWith AgentCoreYour Advantage
Time to Production4-6 months3 weeks8x faster
Infrastructure Cost$50K+ setup$0 setup100% savings
Engineering Team5-8 engineers1-2 engineers75% reduction
Operational OverheadHigh maintenanceFully managedZero ops
SUCCESS STORY

From Failed POC to Production Success

TechCorp Financial

Financial Services

The Challenge

Needed to deploy a compliant financial advisory system that could handle complex regulations

The Solution

Deployed 3-agent system on AgentCore with built-in guardrails and compliance checking

"AgentCore transformed our AI initiative from a risky experiment into a reliable production system that our compliance team actually trusts."

Jennifer Martinez, Chief Technology Officer

The Results

95% query success rate
2-second average response time
100% compliance coverage
$180K annual savings
600% ROI in first year
600%
First Year ROI
ARCHITECTURE

Built on AWS, Optimized for Scale

Enterprise-grade architecture that grows with your business

Application Layer

  • Your Agents
  • Business Logic
  • Custom Tools

AgentCore Platform

  • Orchestration
  • Memory
  • Guardrails

AWS Services

  • Lambda
  • DynamoDB
  • Cognito

Monitoring

  • CloudWatch
  • X-Ray
  • Cost Explorer

Security

  • IAM
  • KMS
  • WAF

Integration

  • API Gateway
  • EventBridge
  • SQS
FAQ

Common Questions About AgentCore

ROI CALCULATOR

Calculate Your Savings with AgentCore

Most organizations save $180K+ in the first year and achieve 312% ROI. See what you could save.

100,000
5 engineers
$240K
Annual Savings
8x
Faster Deployment
412%
Projected ROI
BUILT BY COGNILIUM

Stop Building Infrastructure. Start Shipping Agents.

We've deployed 50+ production AI systems. Yours could be next. Get from prototype to production in 3 weeks with AWS Bedrock AgentCore.

96% Success Rate
50+ Deployments
Global Scale

AWS Bedrock AgentCore is a production deployment platform developed by Cognilium AI. All deployments include SLAs, monitoring, and 24/7 support.