Canadian data residency
Examine processing, storage, logs, support and subcontractors.
Government sovereign AI
Match the environment to the public-sector workload.
Atkinson helps government organizations determine which workloads can use public services, which require additional controls and which should remain in institutionally governed environments.
Decision factors
No single environment fits every workload.
Architecture should follow information classification, jurisdiction, performance, operations and accountability.
Private and on-premises AI
Protect sensitive work with institutionally controlled environments.
Hybrid architecture
Use public and private systems according to workload classification.
GPU and HPC capacity
Plan compute, storage, networking, security and lifecycle.
Operational governance
Define access, monitoring, incident response and human approval.
Procurement evidence
Require clear architecture, security, support and exit commitments.