Livoa LogoLivoa
User Interaction Layer
AI Orchestration & Research Agents
Validation & Governance Layer
Integration & Ecosystem
Data & Intelligence
Client Channels


(Web, Slack, Teams, API)

API Gateway


(AWS API GW / Azure APIM / GCP API GW)

Chat Intake & NLU


(Vertex AI, Azure OpenAI, AWS Bedrock)

Agent Orchestrator


(Policy & SLO Engine)

Planner & Goal Decomposer
Candidate Generator


(GPU SKUs, Quotas)

Benchmark Planner


(Micro/Macro, DDP/FSDP/TP)

Benchmark Executor


(GKE/AKS/EKS, GPUs)

Cost & Availability Engine


(Pricing, Spot/RI, Quotas)

Results Store


(S3/Athena, BigQuery, Synapse)

Optimizer


(Pareto Frontier)

Plan Assembler


(Final + Alt Plans)

Pricing Feeds / Quotas
Cloud APIs


(AWS, Azure, GCP)

GPU SKUs
Policies
Cost Data
Benchmark Results
Secrets & Signing


(KMS, Sigstore, Registry)

Security Controls

(IAM, Zero Trust, SBOM)

IaC Renderer


(Terraform, Bicep, CloudFormation)

Governance & Audit


(IAM, KMS, Compliance Logs)

Deployment Targets


(GKE MIGs, AKS VMSS, EKS ASGs)

Monitoring & Telemetry


(CloudWatch, Azure Monitor, GCP Ops)

Drift Detector


(Perf/Price Drift → Re-Optimize)

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by shivani

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