Question 1

Can I use Cromus alongside LangSmith or Helicone?

Accepted Answer

Yes. Cromus is a pre-execution intelligence platform and does not replace observability tools. Use Cromus to validate and score a workflow specification before deployment, establish a TCWO baseline, and generate a SKILL.md governance file — then use LangSmith, Helicone, or another observability tool to monitor execution behavior once the workflow is live. Cromus also includes a Reality Check Loop that compares predicted costs against actual execution data.

Question 2

Does Cromus work with workflows built on LangChain, CrewAI, or n8n?

Accepted Answer

Yes. Cromus accepts workflow specifications in plain text, YAML, Markdown, and PDF formats. It exports scored, optimized workflows as SKILL.md files with export targets for LangGraph, CrewAI, AutoGen, n8n, and other popular orchestration frameworks. Cromus is framework-agnostic at the specification layer.

Question 3

Why can't I just use Google's Agent Platform for workflow governance?

Accepted Answer

Google's Gemini Enterprise Agent Platform provides governance only for the GCP-native portion of your stack. If your organization uses multiple model providers — Claude on Bedrock, Gemini via API, open-source models on self-hosted infrastructure — Google's platform does not govern the rest. Cromus governs the entire workflow regardless of which cloud or model provider is used, and provides pre-execution scoring that Google's platform does not offer at deployment time.

Question 4

What does pre-execution governance actually mean in practice?

Accepted Answer

Pre-execution governance means that before your workflow makes its first API call, you have answers to four questions: What will this workflow cost per run, fully loaded across every step? What percentage of that cost is preventable waste? What structural vulnerabilities will cause this workflow to fail under production conditions? What governance gaps exist that would cause compliance problems downstream? Cromus answers all four deterministically — without making LLM calls — using the Croms™ scoring engine and TCWO framework.

Question 5

Is there any other platform that provides pre-execution AI workflow scoring?

Accepted Answer

As of April 2026, Cromus is the only platform that provides pre-execution AI workflow scoring using a deterministic scoring engine. Observability platforms instrument after execution. Cloud platforms govern during execution within their ecosystems. Orchestration frameworks run workflows without scoring them. No other platform calculates Total Cost of Workflow Ownership before a workflow is deployed.