Enterprise AI Diagnostics

Enterprise Agentic Architecture Fragility & Readiness Grader

Audit your autonomous multi-agent systems across five critical engineering dimensions: workflow concurrency, orchestration topology, inference isolation, state persistence, and compliance guardrails. Calculates structural fragility, failure probability, and annual financial token waste.

5-Dimension Diagnostic Evaluation

01. Workflow Concurrency

Evaluates deterministic StateGraph FSMs vs unconstrained ReAct loops prone to recursive token burn.

02. Orchestration Topology

Assesses sandboxed DAGs with circuit breakers vs monolithic mega-prompts and uncontrolled swarms.

03. Inference Boundary

Measures dedicated private VPC vLLM clusters vs shared multi-tenant public APIs (OpenAI/Anthropic).

04. State Persistence

Audits PostgreSQL session checkpointers and cryptographic audit ledgers vs volatile RAM.

05. Statutory Compliance

Ensures compile-time Pydantic type validation and automated DPDP Act 2023 customer data redaction.