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Services

From cloud assessment to managed rollout.

Assess the estate, prove one workload, deliver the platform, and establish a clear operating model.

Modular graphite and cobalt structures progressing from transparent plans to solid systems

Capability that stays connected.

Strategy, engineering, security, and adoption remain part of one delivery system.

Cloud and AI assessment

Start with a focused assessment that turns business goals into a migration, security, cost, and AI opportunity roadmap.

  • Workload, cost, security, and data-readiness review
  • Cloud migration and modernization roadmap
  • AI use-case discovery for Gemini, Vertex AI, and governed data access
  • Executive recommendations with practical delivery milestones

Cloud platforms and operations

Design, migrate, and operate Google Cloud environments that can support production workloads.

  • Cloud Run, GKE, Cloud SQL, BigQuery, and managed-service architecture
  • Landing zones, access models, networking, and observability
  • Hybrid and multi-cloud planning where business constraints require it
  • Managed operations, incident readiness, and reliability practices

AI and analytics delivery

Move AI from exploration to useful systems with clean data access, practical models, and adoption support.

  • Gemini and Vertex AI implementation
  • RAG workflows, assistants, document processing, and summarization
  • ML pipelines, monitoring, and deployment patterns
  • Analytics and BI foundations for better decision-making

Security and governance

Build the controls needed before workloads, data, and AI usage scale across the organization.

  • Cloud Identity, IAM, and least-privilege access models
  • Audit logging, encryption, backup, and data protection controls
  • Compliance-aware architecture for regulated environments
  • Security posture review tied to implementation priorities

Workspace and ChromeOS

Help teams adopt secure collaboration tools and device workflows without leaving change management to chance.

  • Google Workspace setup, governance, and administration
  • ChromeOS planning for cloud-first teams
  • Training, communication, and adoption support
  • Collaboration workflows tied to business operations

Commercial wrapper

A concrete first step. A system that can grow.

Each stage creates evidence for the next investment decision while keeping ownership and outcomes clear.

  1. Assess Clarify risk, cost, readiness, and the first useful scope.
  2. Pilot Prove one workload or AI use case against agreed outcomes.
  3. Operate Scale with ownership, observability, security, and enablement.

Need the first scope?

Send the workload, platform, or AI idea you want assessed. MJS will help shape a practical starting point.

Book a consultation