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Resources

Insights, playbooks and stories from the field

Case studies, blogs, white papers and videos from our engineering, embedded and AI teams.

Case Studies

Programs and outcomes from our teams

Hi-Tech

SaaS platform modernization for a global ISV

Rearchitected a monolithic product to a cloud-native, multi-tenant SaaS platform on Kubernetes — with a phased strangler-fig migration and full CI/CD.

Outcome: 45% faster release cadence and 35% cloud-cost reduction post-migration.

Healthcare & Life Sciences

Clinical research copilot for a life-sciences leader

RAG-based assistant grounded in curated clinical and research knowledge, with evaluation harnesses and role-based governance for regulated use.

Outcome: Research analysts reporting significant productivity gains on literature review.

Retail

Personalization platform for an omnichannel retailer

Composable personalization and recommendation platform integrating storefront, loyalty and CDP data, with peak-season performance engineering.

Outcome: Higher conversion on personalized journeys and stable performance through peak sale events.

Banking, Financial Services & Insurance

Real-time fraud analytics for a regional bank

Streaming feature pipelines and ML models delivering real-time fraud scoring, with governed data lineage and full auditability for regulators.

Outcome: Sub-second fraud scoring at scale with audit-ready pipelines end to end.

Blogs

Engineering perspectives

Shipping connected products: a pragmatic playbook

How we compress device firmware, cloud and OTA readiness on new hardware platforms.

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Applied AI in production: from notebooks to platforms

MLOps patterns that keep enterprise AI reliable and cost-aware at scale.

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Modernizing a regulated data platform without a big-bang rewrite

How to sequence a strangler-fig migration when compliance is watching.

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White Papers

Deep dives from our practice leads

The economics of enterprise AI

Latency, cost and accuracy trade-offs across today's foundation models.

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Zero-trust for IoT device fleets

A practical architecture for identity, attestation and OTA at scale.

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Videos

See it in action

Building a connected-device platform end to end

Inside our modernization delivery playbook

Building Matter-over-Thread products end to end

Brochures

Company brochure 2026

CMV Global — Corporate brochure 2026

An overview of our services, industries, delivery model and recent work.

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