Secure-by-Default, Cloud-Smart, Evidence-Driven (GKE, Cloud Armor, VPC SC, Interconnect)
Google Cloud Platform (GCP) shines for data/AI, containers, and zero-trust access.
SolveForce builds GCP foundations that are Zero-Trust by default, policy-as-code, and wired to evidence—so you can move fast on GKE/Cloud Run/BigQuery without surprise risk or spend.
Where this fits:
☁️ Cloud → /cloud • 🔗 On-ramps → /direct-connect
🛡️ Security → /cybersecurity • 📊 Evidence → /siem-soar
🧱 IaC/CI-CD → /infrastructure-as-code • /devops
🧠 Data & AI → /data-warehouse • /etl-elt • /vector-databases
💾 IR/DR → /cloud-backup • /backup-immutability • /draas
💸 Spend → /finops
🎯 Outcomes (Why SolveForce on GCP)
- Secure landing zone — org/folder projects, guardrails, private-by-default VPCs, VPC Service Controls for data exfil protection.
- Ship faster — IaC + CI/CD with policy gates, signed artifacts, and staged rings.
- Zero-trust — BeyondCorp-style access (IAP/Context-Aware), ZTNA, short-lived workload identity; no flat VPNs.
- Data & AI first — governed pipelines to BigQuery/Vertex AI with lineage and privacy controls.
- Audit-ready — encryption, key custody, immutable storage, logs & changes exported to SIEM.
🧭 Scope (What we build & run)
- Org & Guardrails — Organization Policies (deny-public, CMEK-required), folders/projects, IAM Conditions, SCC findings baselines.
- Networking — VPC (shared VPC), subnets, Private Service Connect, Cloud NAT, Cloud DNS, VPC Flow Logs; Cloud Interconnect/Partner Interconnect & Cloud VPN hubs. → /direct-connect
- Compute & Containers — GKE (incl. Autopilot), Cloud Run, GCE; Artifact Registry, Binary Authorization, Policy Controller (OPA/Gatekeeper). → /kubernetes • /serverless
- Security & Access — Cloud Armor (WAF/DDoS), Cloud IDS, IAP (BeyondCorp), IAM/WSA; Cloud KMS & Cloud HSM, Secret Manager, DLP. → /waf • /key-management • /secrets-management • /dlp
- Data & Pipelines — BigQuery, Pub/Sub, Dataflow, Dataproc, Dataplex, Composer; ELT/dbt; CMEK/CMEK-BQ; Vector DB for guarded RAG. → /etl-elt • /data-warehouse • /vector-databases
- Observability — Cloud Logging/Monitoring/Trace → SIEM; SCC to SOAR; SLO dashboards. → /siem-soar
- Continuity — Object Versioning/Retention (Bucket Lock), Snapshots, cross-region BQ & GCS, runbooks/drills. → /cloud-backup • /backup-immutability • /draas
🧱 Building Blocks (Spelled out)
- Landing zone as code — Terraform/Blueprints; mandatory tags/labels; org policies (public access denied, CMEK required, disable serial port, restrict egress). → /infrastructure-as-code
- Zero-trust access — IAP/BeyondCorp, ZTNA/SASE for users, workload identity federation for CI/CD & multi-cloud; NAC on premises. → /ztna • /sase • /nac
- Boundary protection — Cloud Armor (WAF/Bot/DDoS), API Gateway with JWT/HMAC/JWS, quotas, schema validation. → /waf
- Keys & secrets — Cloud KMS/Cloud HSM CMEK; envelope encryption; dual-control & rotation evidence; Secret Manager for app creds. → /key-management • /secrets-management • /encryption
- Data controls — VPC SC per data perimeter (BQ/GCS/AI), BQ column policy tags, row-level security, DLP templates & masking. → /dlp
🧰 Reference Architectures (Choose your fit)
A) VPC Hub + Interconnect (Hybrid Core)
Shared VPC hub, Private Service Connect, inspection VPC; dual Interconnect to colo/DC/SD-WAN; Private Google Access only.
B) GKE Platform (Autopilot/Standard)
Cluster-as-code; NetworkPolicy default-deny; image signing + Binary Authorization; Policy Controller (OPA); GitOps; SCC + SIEM wiring. → /kubernetes
C) Serverless Edge
Cloud Run + API Gateway; Cloud Armor; Pub/Sub + Dataflow for events; DLP on egress; cost/SLO boards. → /serverless
D) Data & AI (BQ/Vertex)
Event → Pub/Sub → Dataflow → BQ; Dataplex catalog/lineage; CMEK/CMEK-BQ; vector DB for guarded RAG (cite-or-refuse); VPC SC per perimeter. → /vector-databases
E) Regulated Enclave (PCI/HIPAA/NIST)
CMEK/HSM, VPC SC, Private Service Connect only, Cloud Armor front door, IAP/ZTNA for admins; immutable GCS + DR packs. → /cybersecurity
📐 SLO Guardrails (Targets you can measure)
| KPI / SLO (p95 unless noted) | Target (Recommended) |
|---|---|
| Interconnect attach (metro→region edge) | ≤ 2–5 ms |
| Org/Policy deploy → enforced | ≤ 60–120 s |
| GKE node join (Autopilot/Std) | ≤ 3–6 min |
| Cloud Armor added latency (edge) | ≤ 5–20 ms |
| Backup immutability (Tier-1 GCS/BQ) | = 100% |
| Tag/label coverage (cost-bearing) | ≥ 95–100% |
| Evidence completeness (changes/incidents) | = 100% |
SLO breaches trigger SOAR (rollback, reroute, re-key, scale) with change IDs. → /siem-soar
🔒 Compliance Mapping
- SOC 2 / ISO 27001 — access/change/logging; evidence exports.
- HIPAA — CMEK, audit controls, BQ policy tags; immutable GCS; BAAs as required.
- PCI DSS — CDE segmentation, tokenization, Cloud Armor front door, key custody (KMS/HSM), immutable logs/backups.
- FedRAMP-aligned / NIST 800-53/171 / CMMC — AC/IA/AU/SC/CM via GCP controls + SIEM/SOAR.
- GDPR/CCPA — residency (multi-region vs region), DLP, subject-rights workflows.
📊 Observability & Evidence
- Cloud Logging/Monitoring/Trace, VPC Flow, SCC, Armor logs → SIEM;
- Dashboards: policy drift, IAM changes, latency/loss, backup/DR status, cost by tag/domain;
- SOAR: isolate/revoke/rekey/rollback, purge caches—approval-gated. → /siem-soar
💸 FinOps on GCP
- CUDs/SUDs, Reservations; BQ slot commitments & autoscaler; Recommender signals; budgets/alerts & anomaly tickets.
- Right-size compute & storage IOPS; lifecycle & egress guardrails; CDN/Cloud Armor caching. → /finops
🛠️ Implementation Blueprint (No-Surprise Rollout)
1) Assess & classify workloads/data; RTO/RPO; compliance scope.
2) Landing zone — folders/projects, org policies, SCC, logging hubs; Shared VPC & DNS.
3) Identity & access — SSO/MFA federation; IAM Conditions; PIM/JIT; ZTNA/IAP for admins. → /iam • /ztna
4) IaC & pipelines — Terraform/Blueprints; policy gates; signed artifacts; canary/blue-green. → /infrastructure-as-code • /devops
5) Security & boundary — Cloud Armor, API quotas, DLP egress, VPC SC perimeters; KMS/HSM & Secret Manager. → /waf • /dlp • /key-management • /secrets-management
6) Data & AI — ELT/dbt, catalog/lineage, vector DB for guarded RAG; CMEK-BQ; Dataplex governance. → /data-warehouse • /vector-databases
7) Continuity — GCS retention/Bucket Lock; cross-region DR; drills with artifacts. → /backup-immutability • /draas
8) Operate & optimize — SLO dashboards; FinOps reviews; quarterly security posture tune-ups.
✅ Pre-Engagement Checklist
- ☁️ Regions, Interconnect POPs, diversity needs.
- 🔐 Identity posture (SSO/MFA/PIM), IAP/ZTNA plan; KMS/HSM & Secret Manager usage.
- 🖧 VPC hub/spoke, Private Service Connect, DNS, egress & inspection hubs.
- ☸️ GKE/Cloud Run requirements (GPU/Autopilot), Binary Auth & Policy Controller.
- 📦 Storage (GCS retention/lock, PD/Filestore), snapshots/replication; DR RTO/RPO.
- 🧮 Data platform (BQ/Dataflow/Pub-Sub/Dataplex), lineage & DQ stack.
- 💸 FinOps guardrails; commitments; budgets/alerts.
- 📊 SIEM/SOAR destinations; SLO targets; audit/report cadence.
🔄 Where GCP Fits (Recursive View)
1) Grammar — workloads ride /connectivity & /networks-and-data-centers.
2) Syntax — composed via /cloud with private on-ramps.
3) Semantics — /cybersecurity preserves truth; keys/logs/backups prove control.
4) Pragmatics — /solveforce-ai predicts cost/risk and proposes safe optimizations.
5) Foundation — consistent terms via /primacy-of-language.
6) Map — indexed in the /solveforce-codex & /knowledge-hub.