Services
Four practices.
One engineering team.
We work as a single embedded team across cloud, agents, DevOps and ML. No handoffs, no subcontractors - the people who scope it are the people who ship it.
// 01 · Cloud migration
Cloud migration
Lift-and-shift to full refactor. We move mission-critical workloads - or move you between clouds - without the typical 9-month death march.
AWSAzureGCPTerraformPulumi
What's included
- ✓Discovery + dependency mapping
- ✓Landing zone + IaC setup
- ✓Zero-downtime cutover plan
- ✓FinOps baseline + cost model
- ✓Runbooks, docs, team training
SCOPE6 wks - 6 mo
// 02 · AI agents
AI agents
LLM-powered systems that act - reading code, writing PRs, managing incidents. Scoped, observable, and safe to put in production.
AnthropicOpenAILangGraphMCPVector DB
What's included
- ✓Use-case scoping + eval harness
- ✓Agent architecture + tool design
- ✓Guardrails + human-in-the-loop
- ✓Observability + tracing
- ✓Production rollout + on-call
SCOPE4 wks - 3 mo
// 03 · DevOps platform
DevOps platform
Ship 10× more often, safely. We install the platform your team will thank you for - golden paths, not gatekeeping.
K8sArgoCDGitHub ActionsDatadog
What's included
- ✓CI/CD pipelines + golden paths
- ✓Kubernetes platform + GitOps
- ✓Observability + SLOs
- ✓Incident response + runbooks
- ✓Developer self-service portal
SCOPEongoing
// 04 · MLOps in prod
MLOps in prod
From notebook to production. Models monitored, versioned, and retrainable - a research-to-prod pipeline your scientists actually use.
MLflowRayFeastW&B
What's included
- ✓Feature store + data pipelines
- ✓Training + experiment tracking
- ✓Model registry + versioning
- ✓Serving + drift monitoring
- ✓Automated retraining loops
SCOPE8 wks +