Build Production AI Agents with AgentCore
Deploy autonomous AI agents that handle complex workflows, integrate securely with business systems, and scale reliably. Enterprise-grade infrastructure without the complexity.
AgentCore Services
Five integrated services that power production AI agents without infrastructure management.
Runtime
Fully isolated, low-latency execution environment with support for long-running workloads up to 8 hours. Deploy agents securely with session isolation and VPC connectivity.
Gateway
Secure API transformation and routing layer. Connect agents to external services with built-in authentication, rate limiting and request validation.
Memory
Automatic short-term and long-term memory management. State persistence, conversation history and context retrieval without infrastructure overhead.
Identity
Identity-aware authorisation with secure vault storage for tokens. Native OAuth integration and fine-grained access controls for user-delegated actions.
Observability
Real-time visibility into agent execution with CloudWatch integration. Track latency, token usage, errors and performance across all agent components.
How We Help You Succeed
End-to-end agent development from strategy through to production deployment.
Agent Strategy & Design
Define agent roles, workflows and decision logic. Map automation opportunities, establish KPIs and design multi-agent orchestration strategies aligned to business objectives.
Framework-Agnostic Implementation
Build with LangGraph, CrewAI, Strands Agents or custom frameworks. We help you select and implement the right orchestration approach for your use case.
Enterprise Integration
Connect agents to business systems via Model Context Protocol servers. Integrate APIs, databases, document stores and enterprise applications with proper access controls.
Production Deployment
Deploy within your AWS environment using AgentCore Runtime with VPC, PrivateLink and CloudFormation. Enterprise security and compliance controls from day one.
Continuous Optimisation
Monitor agent performance with CloudWatch observability. Continuous prompt tuning, model optimisation, cost management and trajectory analysis.
Team Enablement
Knowledge transfer and capability building. Ensure your team can operate, maintain and evolve agents independently with best practices and documentation.
Proven in Australian Enterprises
Real-world agent deployments delivering measurable outcomes.
AUSTRAC Compliance Monitoring
Autonomous agents that monitor transactions for suspicious activity, cross-reference AML/CTF obligations and generate AUSTRAC reports with audit trails.
MBS Item Processing
Agents that validate Medicare Benefits Schedule items, check provider eligibility, apply bulk billing rules and flag non-compliant claims for review.
Flybuys-Style Personalisation
Multi-agent systems that analyse purchase history, predict customer preferences and autonomously trigger personalised offers across channels.
Member Query Automation
Conversational agents that handle balance enquiries, contribution queries, insurance claims and beneficiary updates with APRA-compliant audit logging.
Framework-Agnostic Approach
Build with any framework. AgentCore supports LangGraph, CrewAI, Strands Agents and custom implementations.
LangGraph
Build stateful, multi-actor applications with cycles and controllability. Ideal for complex agent workflows with human-in-the-loop patterns.
CrewAI
Role-based multi-agent collaboration framework. Define agent roles, goals and tools for coordinated task execution.
Strands Agents
AWS-native agent framework with built-in AgentCore integration. Optimised for Bedrock models and AWS service connectivity.
Why Partner with DX1
AWS Advanced Tier Partner with validated expertise in migration, DevOps, containers and databases.
Related Services
Complementary capabilities for comprehensive AI adoption.