Real Projects. Confirmed Outcomes. AWS in Production.
Every case study below is a deployed system. AWS services are confirmed with the delivery team. Stats are sourced from project documentation — not marketing copy.
Numbers That Came Out of Production
LegalTech | Agentic AI
Proof Of Concept
AWS Services
- Bedrock AgentCore Runtime
- Bedrock (Claude Sonnet)
- Bedrock Guardrails
- ECS (Fargate)
- API Gateway
- S3
Challenge
Outcome
HCM / Workforce | AI/ML & Agentic AI
AWS Services
- Bedrock (Claude Sonnet, Haiku)
- Bedrock Knowledge Base
- OpenSearch Service
- Lambda
- RDS (MySQL)
- API Gateway
Challenge
A global workforce management company had no self-service query capability — employees raised manual support tickets for information already in the system.
Outcome
18+ languages auto-detected. 20+ company profiles with isolated responses. 4 intelligent routing categories. Support capacity decoupled from headcount growth.
Consumer IoT | IoT
AWS Services
- IoT Core (Device Shadow, OTA)
- Lambda
- ECS
- Aurora PostgreSQL
- CodePipeline
- CloudWatch
- Route 53
Challenge
A US IoT hardware company had smart heater hardware ready and supply contracts signed — but no software stack existed. Needed everything built from scratch.
Outcome
Healthcare | AI/ML & Agentic AI
AWS Services
- Transcribe
- EC2
- S3
Challenge
Clinicians were spending approximately 15 minutes per referral letter on manual transcription, formatting, and emailing — with no standardisation across the team.
Outcome
Telecom & Media | DevOps & CI/CD
AWS Services
- CloudWatch
- ECS
Challenge
A global media platform was running manual health checks that took up to 60 minutes per incident across a hybrid environment – reactive, slow, and costly.
Outcome
FinTech | DevOps & CI/CD
AWS Services
- ECS
- RDS
- CodePipeline
- CloudFront
Challenge
A US FinTech company was growing faster than its architecture — technical debt, weak documentation, and a cloud migration needed, all with zero tolerance for service disruption.
Outcome
100% uptime maintained throughout the infrastructure upgrade and cloud migration. Faster processing post-launch.
Telecom | DevOps & CI/CD
AWS Services
- ECS
- EKS
- CloudWatch
- CodePipeline
- Jaeger (open source, on EKS)
Challenge
A global networking OEM had no unified visibility across 5G workloads — root-cause analysis was slow, inconsistent, and gave no trace-level insight into latency issues.
Outcome
Faster root-cause identification. Better latency management across distributed 5G workloads. Engineering team moved from reactive to proactive operations.
FinTech | Migration & Modernisation
AWS Services
- ECS
- RDS
- CodePipeline
- CloudFront
Challenge
Rapid user growth had outpaced the platform architecture. A cloud migration was needed while the platform remained live and fully operational.
Outcome
100% uptime maintained through the migration. Faster incorporation processing post-launch. Scalable for continued growth.
eCommerce | Migration & Modernisation
AWS Services
- ECS
- DynamoDB
- Lambda
- API Gateway
Challenge
An eCommerce platform was running a legacy monolithic architecture — slow performance, manual inventory and order workflows, and no Amazon or Shopify integrations.
Outcome
Lower operational costs. Stronger analytics. Improved scalability. Amazon and Shopify order workflows fully automated.
Financial Services | Migration & Modernisation
AWS Services
- ECS
Challenge
A US financial services company was running loan data processing on slow, fragile legacy architecture — manual logic, hard-to-maintain compliance reporting, growing technical debt.
Outcome
Faster data processing. Improved compliance reporting. Reduced dependency on fragile legacy logic.
Public Sector / Healthcare | Managed Services
AWS Services
- GovCloud
- IAM
- S3
Challenge
A public sector agency running sensitive risk assessments needed managed infrastructure that met HIPAA, CJIS-adjacent, and GovCloud requirements — with full audit trail.
Outcome
Faster case evaluations. Stronger inter-agency collaboration. Demonstrably improved compliance posture. GovCloud environment managed with ongoing audit readiness.
Telecom | Managed Services
AWS Services
- ECS
- RDS
- Real-time data pipeline
Challenge
A fleet telematics company was struggling with delayed reporting, inconsistent real-time tracking updates, and scalability pressure as fleet sizes grew.
Outcome
Improved tracking accuracy. Better compliance reporting automation. Stronger scalability for large fleets.
Energy & Utilities | AI/ML & Agentic AI
AWS Services
- EC2 (GPU)
- S3
- Lambda
Challenge
Wind turbine blade inspections required manual frame-by-frame video review — slow, subjective, inconsistent, and increasingly unable to keep pace with fleet growth.
Outcome
Sub-minute damage classification per turbine. Automated detection replacing manual review. Continuous ML accuracy improvement from accumulated inspection data.
Financial Services | AI/ML & Agentic AI
AWS Services
- EC2 (GPU)
- S3
- Lambda
Challenge
A consumer protection organisation needed AI-powered claim review and regulatory reporting automation to handle growing case volumes without proportional headcount growth.
Outcome
40% improvement in claim resolution time. Regulatory oversight and reporting improved.
Home Improvement & Accessibility | AI/ML & Agentic AI
In Development
AWS Services
- Bedrock AgentCore Runtime
- Bedrock
- Transcribe
- Nova Sonic
- Lambda
- S3
- CloudWatch
- KMS
Challenge
A home accessibility adaptation company needed a resilient edge-AI architecture to capture audio and structured data on-device, process it asynchronously via AI, and sync results reliably.
Outcome
Resilient edge-AI architecture: local audio capture → deferred AI processing pipeline → auto-sync and reconciliation logic. AWS Region: eu-west-1.
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