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Cloud & Platform Engineering
Landing zone architectures, cloud migration wave plans, multi-region disaster recovery designs, and platform service catalogues.
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RAG Architecture Document & Production Specification
Production architecture specification for Retrieval-Augmented Generation (RAG) systems covering ingestion pipelines, chunking, hybrid retrieval, cross-encoder re-ranking, grounding policies, and the RAG Triad evaluation framework.
Architecture Principles and Standards Catalogue
Enterprise software architecture constitution defining foundational design principles, approved technology stacks, architectural invariants, golden paths, and technical deviation waiver rules.
Backup, Restore and Recovery Validation Plan
Enterprise data resilience and backup governance plan establishing automated backup schedules, air-gapped immutable WORM storage, cryptographic key segregation, routine restore validation cadences, and granular RPO/RTO verification matrix across cloud and database tiers.
Capacity, Performance and Demand Plan
Comprehensive engineering capacity, system performance, and infrastructure demand workbook modeling peak organic traffic, marketing campaign spikes, compute/memory headroom, database IOPS limits, and auto-scaling saturation thresholds.
CapEx vs OpEx Business Case
Comprehensive financial business case model comparing upfront infrastructure capital expenditure (CapEx) against cloud operating models (OpEx) with 3-year TCO and NPV analysis.
Cloud Adoption Strategy
Strategic enterprise cloud adoption roadmap aligning business drivers, target cloud operating models, landing zone foundations, and multi-year migration horizons.
Cloud Architecture Document
Comprehensive cloud architecture blueprint detailing enterprise Landing Zone design, multi-account organizational structure, identity federation, transit gateway networking, infrastructure-as-code automation, and Well-Architected 6-pillar governance.
Cloud Cost Forecast & FinOps Plan
Dynamic financial engineering model featuring monthly cloud cost forecasts, unit economics per customer, commitment discount break-even analyzers, and anomaly response protocols.
Cloud FinOps Cost Allocation and Chargeback Model
Multi-entity cloud financial chargeback and showback ledger distributing shared cloud networking, multi-tenant Kubernetes cluster resources, centralized database licenses, and enterprise support fees across business divisions based on consumption telemetry and proportional tagging.
Cloud Governance and FinOps Operating Model
Enterprise cloud governance and financial operations (FinOps) operating model establishing mandatory multi-dimensional cost allocation tagging, automated budget alerting thresholds, idle compute waste termination, reserved instance / savings plan commitment strategies, and unit economics cost per business transaction.
Cloud Migration Assessment & Wave Plan
Comprehensive migration planning toolkit combining 7R workload disposition classification, complexity scoring, dependency grouping, and wave-by-wave cutover execution schedules.
Cloud Migration Strategy and Wave-Plan
Structured enterprise data center exit and cloud migration master strategy detailing application portfolio 6R disposition categorization, migration wave factory scheduling, continuous block-level data synchronization, automated server cutover runbooks, and rollback disaster recovery verification.
Cloud Readiness Assessment
Comprehensive enterprise cloud readiness assessment framework detailing organizational maturity, application portfolio dispositioning (Gartner 6R), technical debt evaluation, landing zone prerequisites, skills capability gaps, and 3-year migration business cases.
Cloud Security Blueprint and Guardrails
Comprehensive multi-account cloud security blueprint and automated guardrails specification defining preventative Service Control Policies (SCPs), detective security benchmarks (CIS Foundation), centralized SIEM audit aggregation, Zero Trust network perimeter isolation, and cloud workload protection (CWPP/CSPM).
Cloud Unit Economics and Allocation Model
Mathematical financial model calculating cost-per-tenant, cost-per-transaction, gross margin contribution, and multi-cloud tag allocation formulas.
Deployment Architecture and Environment Topology
Comprehensive physical and virtual infrastructure blueprint detailing environment tiers (Dev, Test, Staging, Production), VPC network topology, subnets, Kubernetes cluster layouts, ingress/egress firewalls, multi-region routing, and continuous GitOps delivery pipelines.
Enterprise Data Architecture Document
End-to-end data architecture blueprint establishing lakehouse storage tiers, stream and batch ingestion pipelines, medallion data modeling, and semantic layers.
Enterprise Security Architecture Document
Comprehensive Zero Trust cybersecurity architecture defining identity perimeter controls, data encryption lifecycle, threat boundaries, and micro-segmentation policies.
Enterprise Service Catalogue and Ownership Register
Comprehensive ITIL 4 service catalogue defining business-facing and technical services, tier classifications (Tier 1-4), owning teams, operational SLAs, maintenance windows, and runbook linkages.
Golden Path and Developer Experience Specification
Platform engineering blueprint and developer experience standard establishing internal developer portal (IDP) specifications, self-service service scaffolding templates ("Golden Paths"), automated CI/CD bootstrapping, compliant-by-default architecture templates, and developer friction telemetry.
High-Availability and Multi-Region Design
Architectural blueprint and disaster recovery decision framework standardizing multi-region active-active vs active-passive topologies, cross-region replication lag telemetry, consensus/split-brain prevention, global Anycast/DNS traffic steering, and deterministic regional evacuate runbooks.
Hybrid-Cloud and Multi-Cloud Interconnect Specification
High-availability hybrid-cloud and multi-cloud network interconnect specification defining dedicated private circuits (AWS Direct Connect, Azure ExpressRoute), BGP route advertising policies, line-rate MACsec/IPsec encryption, Transit Gateway mesh routing, and sub-10ms disaster recovery cross-connects.
Identity and Access Management (IAM) Standard
Enterprise IAM governance standard establishing role-based access control (RBAC), least-privilege principles, credential hygiene, and quarterly access recertifications.
Infrastructure-as-Code (IaC) Specification
Production standard and platform blueprint defining Infrastructure-as-Code modularity, state locking, drift detection, automated policy-as-code linting (Checkov/tfsec), PR-driven plan-and-apply GitOps workflows, and blast-radius containment.
Integration and Event-Driven Architecture Document
Comprehensive integration and event-driven architecture (EDA) specification detailing event taxonomy, publish-subscribe topologies, idempotent consumer patterns, dead-letter queues (DLQ), schema evolution governance, and transaction-outbox reliability designs.
Kubernetes Readiness and Production Qualification
Production qualification scorecard and operational readiness checklist evaluating Kubernetes workload sizing (CPU/memory requests and limits), Pod Disruption Budgets (PDB), graceful termination, liveness/readiness probes, NetworkPolicies, Horizontal Pod Autoscaling (HPA), and admission controller governance.
Landing-Zone Design
Architectural specification for multi-account cloud landing zones, detailing hub-and-spoke networking, centralized identity federation, automated SCP guardrails, and compliance baselines.
LLM Gateway, Routing, Fallback and Resilience Design
Production-grade AI gateway and model router architecture defining unified API abstraction, dynamic semantic cost/latency routing, multi-provider automated failover, token rate-limiting, semantic caching, and circuit breaker patterns to eliminate LLM provider outages and reduce inference spending.
LLM Observability, Tracing and Quality-Monitoring Plan
Production LLM application observability and runtime tracing architecture establishing OpenTelemetry GenAI semantic conventions, distributed prompt-completion span graphs, token consumption and cost attribution telemetry, latency monitoring (TTFT), real-time hallucination drift detection, and PagerDuty alerting policies.
Observability Strategy and Telemetry Specification
Enterprise telemetry architecture establishing OpenTelemetry standards for distributed tracing, structured logging, metric instrumentation, and cardinalities.
Operational Runbook and Knowledge Pack
Comprehensive SRE and operations runbook governance framework establishing modular Standard Operating Procedure (SOP) templates, interactive diagnostic decision trees, executable remediation scripts, knowledge article metadata schemas, review cadences, and automated documentation drift audits.
Performance, Load and Scalability Test Plan
Production-grade non-functional verification blueprint codifying workload models, virtual user (VU) ramp curves, baseline benchmarks, stress saturation limits, spike resilience, soak/endurance parameters, and p95/p99 latency Service Level Objectives (SLOs).
Platform Engineering Service Catalogue
Internal Developer Platform (IDP) service catalogue defining self-service golden paths, automated provisioning workflows, platform support tiers, and developer SLAs.
Resilience, Chaos-Engineering and Recovery Test Plan
Operational framework for running controlled fault injection experiments, blast radius containment, steady-state verification, and disaster recovery dry-runs.
Sandboxed Agent Execution and Resource-Policy Specification
MicroVM and containerized isolation architecture standardizing isolated dynamic code execution environments, ephemeral scratchpads, strict egress firewall policies, CPU/memory quotas, and zero-trust sidecar proxies for untrusted agent-generated code.
Service Dependency Map and Criticality Register
Multi-tier service dependency mapping and criticality classification workbook cataloging direct/transitive runtime dependencies, synchronous API couplings, asynchronous queue pipes, single points of failure (SPOFs), and cascading failure domain boundaries across distributed architectures.
Software/SaaS License Requirements Worksheet
Detailed software asset management and entitlement planning model calculating active consumption, named vs concurrent licensing, burst buffers, true-up exposure, and multi-tier discount optimization.
Technology Total Cost of Ownership (TCO) Calculator
Five-year comparative technology Total Cost of Ownership (TCO) financial model comparing on-premise data center hosting vs public cloud migration, factoring direct server hardware CapEx, power and cooling facility costs, virtualization licensing, administrative labor overhead, cloud data egress, and Net Present Value (NPV) ROI paybacks.
Vector-Database Evaluation and Selection Matrix
Comprehensive architecture trade-off evaluation matrix comparing specialized vector databases (Pinecone, Qdrant, Milvus, Weaviate) against relational extensions (pgvector) across indexing algorithms (HNSW vs IVF), hybrid BM25 full-text search, metadata filtering latency, and cloud hosting TCO.
Well-Architected Review Pack
Comprehensive architecture review workbook, pillar assessment scorecard, and High-Risk Issue (HRI) remediation tracker auditing cloud workloads across the six core pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.