SOL-02

Tier-4 Generative-AI SaaS on Bedrock + SageMaker AWS

Fractional CTO (SaaS Platform Client) — legacy-readiness SaaS for North American enterprises.

Business Problem

A scalable, secure multi-tenant SaaS with differentiated AI guidance and board-level reliability.

End-to-End Architecture

flowchart LR
  U["Users / tenants"] --> CF["CloudFront + WAF / Shield"]
  CF --> API["API Gateway · Lambda · EKS / Fargate"]
  API --> DATA["Aurora · DynamoDB · S3 · OpenSearch (vector)"]
  API --> BR["Amazon Bedrock
AgentCore · Knowledge Bases · Guardrails"]
  BR --> MODELS["Claude · Amazon Nova"]
  DATA --> BR
  BR --> SM["SageMaker
Pipelines · Model Registry · Feature Store"]
  DATA --> AN["Analytics
Glue · Athena · EMR · Kinesis · Redshift · QuickSight"]
  SEC["IAM Identity Center · GuardDuty · Security Hub · KMS · Control Tower"] -.-> API
  API --> OBS["CloudWatch · X-Ray · Datadog"]

Workflow (Proof of Concept, A→Z)

sequenceDiagram
  participant T as Tenant
  participant API as API Gateway/Lambda
  participant BR as Bedrock AgentCore
  participant KB as Knowledge Base
  participant GR as Guardrails
  T->>API: request (Cognito auth, tenant scoped)
  API->>BR: invoke agent (tenant isolation)
  BR->>KB: retrieve tenant knowledge
  KB-->>BR: context
  BR->>GR: guardrail + evaluation
  GR-->>BR: safe response
  BR-->>T: AI guidance + cost tracked