A global codeless AI infrastructure company for marketing came to Armakuni for aI marketing platform migrated and modernized on AWS: containerized services, secure data collaboration, automated deployments.
The challenge
A migration engagement that grew into ongoing modernization. Armakuni first migrated Pixis from on-premise to AWS without customer-facing downtime, then rebuilt the data infrastructure for enterprise-grade security and governance, and is now positioning the platform for the next generation of AI marketing capabilities.
Scale: Global brand customers running AI-powered marketing campaigns. Real-time analytics across hundreds of concurrent campaigns. 99.99% uptime maintained through migration and beyond..
What we built
Armakuni delivered aI marketing platform migrated and modernized on AWS: containerized services, secure data collaboration, automated deployments. The engagement ran as multiple fixed-scope SOWs covering platform migration, infrastructure as code, secure data infrastructure, and observability.
The outcomes
5 measurable outcomes shipped across the engagement. The ones that moved the business the most:
99.99% uptime maintained through migration and beyond so brand customers running campaigns through the platform never lose ad spend or attribution to platform incidents during their highest-stakes moments
25% reduction in infrastructure costs as the platform moved from fixed on-premise hardware to elastic AWS infrastructure so cost scales with demand rather than with worst-case provisioning
30% reduction in hardware costs through serverless automation and right-sized compute, replacing always-on infrastructure with services that pay for what they actually run
40% decrease in latency across real-time analytics and campaign optimization, so brand customers act on insights inside the campaign cycle rather than after it
75% increase in system capacity absorbed through Auto Scaling and containerized workloads so a major customer ramping up no longer threatens platform stability for the rest of the customer base
Built on AWS
The production environment runs on 13 first-party AWS services. Delivered under our AWS Migration and Modernization Consulting, DevOps Consulting competencies.




What's next
MLOps, model lifecycle and lineage, and compliance frameworks aligned to regional and sector-specific requirements, positioning the platform for regulated verticals and the next wave of AI marketing capabilities.