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Case studies

Named clients.
Real work.

Every story names the client, the problem, what we built and how it is governed. Results appear where the client has approved them.

Client stories
24
Industries
7
Practices
4
Browse all case studies
12 stories
Health and life sciences

AI for impact: revolutionizing radiology with GCP

  1. 01Client and problem

    Rapid growth needed a secure, HIPAA-compliant platform for AI-powered radiology.

  2. 02What CWX delivered

    Migration from AWS to Google Cloud, with applications refactored for HIPAA compliance.

  3. 03What changed

    Radiologists save 60+ minutes per shift, with 84% less reported burnout and 10 to 17% higher productivity.

AI EngineeringPlatform EngineeringRead the story
Technology / Software

AWS take down super charging the EV industry

  1. 01Client and problem

    ChargePoint had to replicate its AWS environment on Google Cloud and simplify procurement.

  2. 02What CWX delivered

    Terraform-built GKE, Cloud SQL, secure networking and Cloud Armor across Dev and Stage environments.

  3. 03What changed

    Consistent, repeatable environments with log-based alerting, ready for the core SaaS migration.

Platform EngineeringRead the story
Technology / Software

The future of AI to mission-critical systems on GCP

  1. 01Client and problem

    Mission-critical satellite workloads had to move from AWS to Google Cloud under ITAR rules.

  2. 02What CWX delivered

    Wave-based migration with Migrate to Virtual Machines and Database Migration Service, on Assured Workloads.

  3. 03What changed

    Critical workloads now run on Google Cloud within ITAR compliance, with minimal downtime during the move.

Platform EngineeringRead the story
Financial services

Democratizing the mortgage industry with AI solutions

  1. 01Client and problem

    Manual document review slowed every loan through underwriting.

  2. 02What CWX delivered

    A generative AI underwriting copilot on Vertex AI and Dialogflow, using directed retrieval.

  3. 03What changed

    One copilot reviews documents across every loan product, so loan officers decide faster.

Data AI/MLAI EngineeringPlatform EngineeringRead the story
Manufacturing

Pioneering 3D printing with first mover migration

  1. 01Client and problem

    Carbon needed a secure Google Cloud foundation to leave AWS and modernize its delivery pipelines.

  2. 02What CWX delivered

    A landing zone with hybrid connectivity, high-availability GKE clusters and automated CI/CD.

  3. 03What changed

    Critical Kubernetes services migrated, with Security Command Center Premium monitoring in place.

Platform EngineeringRead the story
Health and life sciences

AI for good: transforming mental health

  1. 01Client and problem

    Machine learning for personalized mental health care had to scale while keeping patient data compliant.

  2. 02What CWX delivered

    A HITRUST-compliant Google Cloud environment and an ML pipeline on Vertex AI, Kubeflow and KServe.

  3. 03What changed

    A repeatable, compliant path from model development to deployment.

Platform EngineeringData AI/MLRead the story
Technology / Software

Next-level security delivered on AWS to GCP migration

  1. 01Client and problem

    Infoblox had to prove a secure, scalable platform before moving its core applications.

  2. 02What CWX delivered

    A production-ready Google Cloud landing zone on GKE, IAM and secure networking.

  3. 03What changed

    Core services moved, with a repeatable pattern for about 500 more.

Platform EngineeringRead the story
Manufacturing

Progressive sustainable mining for a better future

  1. 01Client and problem

    Finding lithium-rich regions meant reading vast volumes of scientific reports by hand.

  2. 02What CWX delivered

    Automated extraction and predictive models across 50,000 reports with Vertex AI, Document AI and BigQuery.

  3. 03What changed

    Processing scaled 20x, and lithium development sped up by four years.

Data AI/MLPlatform EngineeringRead the story
Financial services

Meet BenBot to raising the bar for online capital raising

  1. 01Client and problem

    Customer conversations were spread across HubSpot, Slack and email, with inconsistent answers.

  2. 02What CWX delivered

    BenBot, a conversational hub on Vertex AI trained on a generative playbook, across every channel.

  3. 03What changed

    Faster, consistent customer communication, with real-time monitoring as the platform scales.

AI EngineeringPlatform EngineeringRead the story
Technology / Software

Pioneering real-time data insights driving unrivaled scale

  1. 01Client and problem

    Teams lacked self-service, real-time insight into trade promotion results.

  2. 02What CWX delivered

    A secure Looker platform with LookML models, access controls and hands-on training.

  3. 03What changed

    Real-time dashboards and self-serve analytics, with less reliance on IT.

Data AI/MLPlatform EngineeringRead the story
Technology / Software

Transformative multi-cloud migration boosts adaptive learning

  1. 01Client and problem

    A single-cloud setup limited availability and created vendor lock-in.

  2. 02What CWX delivered

    Translation Service migrated into a modular, containerized Kubernetes environment on Google Cloud.

  3. 03What changed

    Validated Google Cloud for the workload, with reliable, portable performance.

Platform EngineeringRead the story
Technology / Software

AWS to GCP migration to reimagining facility scheduling

  1. 01Client and problem

    Spotz needed infrastructure that could scale with customer growth and future AI features.

  2. 02What CWX delivered

    A full migration of its backend infrastructure from AWS to Google Cloud.

  3. 03What changed

    A more stable platform that handles daily growth in new customers.

Platform EngineeringRead the story