Normalized claim
Quantified impact: 97.8% decrease
Cut MTTR by 97.8% for phishing incidents and 97.9% for DDoS incidents.
Human Managed turns 3 billion daily events into near real-time contextual decisions on AWS
Use case typeRisk assessmentUpdated Jun 13, 2026
Human Managed built its I. DE. A. platform to unify intelligence, decisions, and actions across more than 40 telemetry sources into a single framework for near-real-time risk and security decisions. The company is expanding AWS usage to integrate Amazon Bedrock into its MCP framework for enterprise generative AI agents that support summarization, contextual querying, cross-source analysis, decision support, and risk/compliance automation.
- Organization
- Human Managed
- Industry
- Finance
- Location
- Singapore
- Published
- May 2026
Reported outcomes
Risk & safety: −97.8%
Risk, reliability & safety
Risk & safety: −97.9%Impact: −60%Risk & safety: −90%
Catalog median for risk, reliability & safety deployments: −70% across 13 reported metrics. Compare benchmarks →
Planned next steps
- The source says the organization plans to achieve Cost: 60% to 98%.
Why do we believe this?Outcome claims, sources, and evidence checks
Normalized claim
Quantified impact: 97.9% decrease
Cut MTTR by 97.8% for phishing incidents and 97.9% for DDoS incidents.
Normalized claim
Quantified impact: 60% decrease
Reduced operational load by 60%.
Normalized claim
Cost: 60-98% increase
Increased AWS Savings Plan utilization from 60% to 98%.
Normalized claim
Quantified impact: 90% decrease
Bank reduced network security violations by 90%.
Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks
- Customer
- Human Managed
- Provider
- AWS
- Maturity
- Production
- Linked source
- AWS Solutions Case Study
Reduced operational load by 60%
Customer identity supportedSource describes one deploymentMaturity supported
Primary read
Use case focus
Showing 3 of 4
- 1Risk Management
- 2Security Operations
- 3Generative AI Agents
- Built a near-real-time decision platform on AWS using event-driven workflows with AWS Step Functions.
- Uses Amazon Managed Streaming for Apache Kafka, Amazon EKS, Amazon EC2, AWS Lambda, and Amazon SageMaker for orchestration, processing, model training/deployment, and ETL.
- Integrates Amazon Bedrock foundation models into the MCP framework to develop generative AI agents for risk and compliance automation.
- Reduced operational load by 60%.
- Platform monitors over 100,000 assets and processes more than 3 billion events per day.
Architecture
Human Managed built its I.DE.A. platform on AWS as a cloud-native, near-real-time decision system. The architecture uses AWS Step Functions for event-driven workflows, Amazon Managed Streaming for Apache Kafka for data orchestration, Amazon EKS and Amazon EC2 for container and compute workloads, AWS Lambda for lightweight ETL, and Amazon SageMaker for ML model training and deployment. The company is integrating Amazon Bedrock into its MCP framework to power enterprise generative AI agents for summarization, contextual querying, cross-source analysis, decision support, and risk/compliance automation.
Sources & evidence1
Evidence: Medium65/100Evidence strength
- Customer explicitly identified
- Deployment status explicitly supported
- Primary source available
- Quantified outcome available
- Technical implementation details available
Type: Customer StoryPublished: May 27, 2026Publisher: AWSEvidence: PrimaryConfidence: High
AI-generated summary. Verify important details with the linked sources before relying on this case.
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