VeUP
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Production Engagement · Anonymized
23-finding Well-Architected Review + console-to-IaC and IoT modernization for a clean-energy telecom-power platform
Energy & Utilities (clean-energy / IoT energy storage for telecom infrastructure)
AWS Well-ArchitectedAWS IoT CoreIoT Device ShadowAmazon RDS
Well-Architected Reviews · IoT & Cloud Operations

A clean-energy IoT platform for telecom power infrastructure

AWS-validated reference — full details available to AWS Partner Validation or on request. (Customer name held on file with VeUP.)

VeUP ran a full AWS Well-Architected Review of the customer field-deployed IoT energy platform, surfacing 23 high-risk findings across four pillars, then scoped a phased console-to-IaC remediation: VPC isolation, private RDS, a DR strategy, and IoT modernization on MQTT, IoT Device Shadow, and TwinMaker.

The challenge

the customer operates a mission-critical IoT energy platform: field-deployed storage and management devices on telecom sites continuously stream voltage, current, and temperature telemetry to AWS. The platform had grown organically — all infrastructure was managed by hand through the AWS console with no infrastructure-as-code, the root cause of a wide class of risk: no automated scaling, no immutable deploys, no repeatable security baselines, publicly reachable databases, internet-facing APIs without network isolation, and no defined disaster-recovery posture. the customer needed an independent assessment and a credible path to operational maturity without disrupting a platform telecom customers depend on.

The solution

VeUP ran a full AWS Well-Architected Framework Review across Security, Reliability, Cost Optimization, and Operational Excellence, then scoped a phased multi-month remediation and modernization program. The foundational workstream replaces manual console operations with infrastructure-as-code (Terraform/CDK/CloudFormation), with AI-assisted authoring via Amazon Q Developer — the base for automated scaling, immutable deploys, and security baselines. Security remediation introduces VPC isolation, private databases on Amazon RDS, and network segmentation; reliability work defines RTO/RPO targets, a DR strategy, and cross-region replication. On the IoT side VeUP accelerated the roadmap: device telemetry migrated HTTPS to MQTT on AWS IoT Core, plug-and-play device configuration via AWS IoT Device Shadow, and a digital twin of the field fleet explored with AWS IoT TwinMaker. A separate AWS-referred workstream automates invoice validation with generative AI — extracting invoice data, reconciling it against device telemetry, and generating approval recommendations.

Architecture

An AWS Well-Architected annotated view of the platform: the console-managed, publicly-exposed previous state on the left; the VPC-isolated, IaC-provisioned target state — AWS IoT Core (MQTT), IoT Device Shadow, IoT TwinMaker, private multi-AZ Amazon RDS, and the Security/Observability control rails — on the right, with the six Well-Architected pillars called out below.

Previous-state architecture: console-managed AWS estate with no infrastructure-as-code, a publicly-accessible Amazon RDS data tier, an internet-facing API tier with no network isolation, and no defined disaster-recovery posture.
Previous state — manually console-operated estate; documented root cause of 8+ of the 23 high-risk findings.
Target-state architecture on AWS: AWS IoT Core (MQTT) with IoT Device Shadow and IoT TwinMaker, a segmented VPC with public and private-app/private-data subnets across two Availability Zones, private Multi-AZ Amazon RDS, Amazon S3, and Security/Observability control rails (KMS, IAM, GuardDuty-class detection, CloudWatch, CloudTrail, VPC Flow Logs), provisioned via Terraform/CloudFormation IaC with CI/CD.
Target state on AWS — VPC-isolated, Multi-AZ, IaC-provisioned estate with IoT Core/Device Shadow/TwinMaker.
Layer-by-layer build-up of the target-state AWS architecture: network foundation, compute and application, data, security and observability, and the numbered data/network paths connecting them.
Layer-by-layer build-up — network foundation, compute/application, data, security/observability, and request/data paths.
Well-Architected annotated migration diagram: previous console-managed, publicly-exposed IoT energy-telemetry platform versus target state on AWS IoT Core (MQTT), IoT Device Shadow, IoT TwinMaker, VPC-isolated private multi-AZ Amazon RDS, KMS encryption, IAM least-privilege, CloudWatch/CloudTrail/VPC Flow Logs, Terraform/CloudFormation IaC, and a DR strategy, with six Well-Architected pillar callouts.
Full Well-Architected overview.

Production outcomes

KPIResult
Production outcomesA complete Well-Architected Framework Review delivered, documenting 23 high-risk findings across Security, Reliability, Cost Optimization, and Operational Excellence; a scoped phased remediation/modernization program anchored on a console-to-IaC foundation with security isolation, disaster recovery, and IoT modernization workstreams; IoT modernization engaged (HTTPS to MQTT telemetry, IoT Device Shadow for device config, IoT TwinMaker digital-twin exploration). Realized post-remediation outcomes and the invoice-processing go-live are in progress, not claimed as completed results.
Engagement window2026-04 (WAFR / Art of the Possible); GenAI Ignite referral Closed Won 2025-11-24 → WAFR delivered; phased remediation + GenAI invoice-processing scoped and in progress; ongoing
Cost / TCO postureCost Optimization was one of the four WAFR pillars assessed; remediation includes cost-anomaly alerting and right-sizing on the new IaC foundation. Realized $/% savings are delivered recommendations on the customer roadmap, not claimed outcomes.
Lessons & continuationA missing IaC foundation is the single root cause behind a whole class of high-risk findings — fix that first and 8+ HRIs become tractable; provable DR (RTO/RPO + cross-region replication) beats a documented intent; MQTT + IoT Device Shadow is the right telemetry primitive for a frequently-reporting energy fleet versus HTTPS request/response.
AWS services in production

AWS Well-Architected Framework · AWS IoT Core (MQTT) · AWS IoT Device Shadow · AWS IoT TwinMaker · Amazon RDS · Amazon Q Developer · Terraform / CDK