What we build for you
From Kubernetes safety gates to self-healing agentic infrastructure — every engagement ships production-ready code, not PowerPoint.
Agentic Ops
Self-healing infrastructure that acts before you page anyone.
- Actor/Critic Reflexion engine on Vertex AI Agent Engine
- 77% faster MTTR — 4.2 hrs → 58 mins
- Human-in-the-loop gating for blast-radius > 3 nodes
- AlloyDB pgvector knowledge base with sub-100ms retrieval
- Hypothesis-driven RCA correlated across GCP Cloud Monitoring + Grafana
Kubernetes Platform Engineering
Production-grade clusters with zero-surprise deployments.
- ShrikeOps: Helm/manifest scanning — Pluto + Polaris + kube-score + CVE
- Cluster lifecycle management for GKE, EKS, AKS
- GitOps with Flux + OPA Gatekeeper policy enforcement
- GitHub PR blocking on critical security findings
- Multi-tenant RBAC + VPC Service Controls hardening
MLOps / AIOps Platform Build
Go from prototype to production-grade inference in weeks.
- Vertex AI pipeline design, training, and serving automation
- RAG architecture with AlloyDB pgvector + RLS multi-tenancy
- Serverless Cloud Run inference with GPU concurrency modeling
- Per-model cost attribution with Stripe metered billing integration
- SOC 2 / GDPR / HIPAA compliance by design
AI-Driven SRE & Observability
Replace 14-dashboard context-switching with one reasoning engine.
- 63% auto-remediation rate on known incident patterns
- Synthetic monitor correlation — Grafana + Elastic + GCP Cloud Monitoring
- LLM-powered alert triage with root-cause hypothesis ranking
- On-call runbook generation from live telemetry
- SLO baseline enforcement with auto-rollback on breach
Cloud FinOps & Cost Engineering
Stop the $847K/yr GPU waste before it starts.
- Per-model token cost attribution across multi-cloud workloads
- Mathematical VM rightsizing — only execute if projected SLO ≥ 95%
- Intelligent context caching to cut LLM API spend 40–60%
- Spend caps and Stripe metered billing guardrails
- FinOps dashboard: waste vs. revenue-generating compute
Sovereign AI & Security
Enterprise GenAI that passes FinReg audits in 48 hours.
- Fully VPC-native: no data leaves your perimeter
- GCP Identity Platform per-customer isolation
- VPC Service Controls for AI processing isolation
- Row-Level Security (RLS) per tenant_id across all data stores
- Audit trails and compliance reporting for SOC 2, GDPR, HIPAA
Engagement Tiers
Fixed-scope engagements. No retainer lock-in. Ship and own the code.
Ideal for teams validating a single AI use-case.
- 1 service pillar
- 6-week build
- GCP setup + IaC
- ShrikeOps scanner access
- 1 month hypercare
Full-stack AI platform with Agentic Ops and MLOps.
- 3 service pillars
- 12-week build
- Vertex AI Agent Engine
- AlloyDB RAG + pgvector
- Stripe billing integration
- 3 months hypercare
Multi-tenant, sovereign AI with compliance guarantees.
- All pillars
- 20+ week programme
- VPC Service Controls
- FinReg audit support
- Dedicated SRE team
- 12 months hypercare
Not sure where to start?
Book a free 45-min architectural teardown. We map your current stack against your AI ambitions and hand you a prioritised build plan — Terraform and benchmarks included.