Architecture & cloud infrastructure
We design and run hybrid/multicloud platforms that are secure, scalable and measurable.
- Cloud discovery + target architecture (GCP, Azure, VMware).
- Landing zone, network segmentation, zero‑trust connectivity.
- Workload migrations, cutover/rollback, performance tuning.
- DR strategy, storage tiers and backup policy.
Platform engineering & automation
We run the platform as a product with SLAs, backlog and self‑service.
- IaC + GitOps (Terraform/ArgoCD), environment promotion.
- Golden pipelines, test automation, release policy.
- Observability, SLO/SLA and incident response.
- Self‑service catalog + team onboarding.
Data platforms & AI/ML
Data platforms, pipelines and AI products built for audit and production.
- Data readiness audit, governance, catalog.
- ETL/ELT and streaming (Dataflow, Pub/Sub, Fivetran).
- AI/ML & generative AI (RAG, Vertex AI, Gemini).
- MLOps, quality monitoring, data security.
AgentOps Control Plane
Control plane for AI agents — cost, governance and audit visibility.
- Trace & replay every run + cost dashboard.
- Prompt versioning, dev/prod, change approval.
- Policy engine (PII, allow/deny, kill‑switch).
- Incident mode + audit export.
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Security & compliance
Practical security from architecture to detection and audit readiness.
- Security assessment and hardening (CIS, NIST, ISO 27001).
- IAM governance, MFA, PAM, conditional access.
- SIEM/SOC onboarding + detection rules.
- Incident response playbooks + tabletop exercises.
FinOps & cloud economics
Cloud financial governance with forecasting and measurable savings.
- FinOps baseline, tagging policy, budgets.
- Chargeback/showback + CFO dashboards.
- Savings plan (rightsizing, commitments, storage tiers).
- Business case & TCO/ROI for leadership.
Managed operations & support (Core Managed Services)
Operations for critical services with defined SLAs and measurable uptime.
- 24/7 monitoring, incident response, on‑call.
- Patch management, backup checks, change management.
- Service desk + knowledge base + SLA reporting.
- Capacity planning + risk review.
Delivered as a retainer with defined SLAs or as a project engagement.
Case study spotlight is there to help with pattern matching. In the call we can map the closest scenario to your environment, ownership model and measurable targets.