---
title: Manifesto — Cromus AI Workflow Intelligence
description: The Cromus manifesto. AI workflows are being built blindly. We think the industry needs a pre-execution intelligence layer — one that governs, costs, and optimizes before the first token is spent.
canonical: https://cromus.ai/manifesto
source_html: https://cromus.ai/manifesto
---

# Manifesto

> AI workflows are being built blindly. We're changing that.

---

## The problem

Every day, teams build AI workflows the same way: prompt, execute, observe, fix. Trial and error at API prices.

The tools they use — orchestration frameworks, observability platforms, agent runtimes — all operate *after* execution begins. By the time you see a cost spike, a latency failure, or a wrong model choice, you've already spent.

No one has built a layer that asks: **should this workflow run at all, in this shape, on this model?**

Until now.

---

## Our belief

AI workflows should be governed before they execute — not after.

That means:
- Scoring a workflow's AI-readiness before compilation
- Simulating cost across every viable model before committing to one
- Quantifying preventable waste before a single token is spent
- Producing portable, validated specs that any runtime can execute

This isn't observability. It isn't orchestration. It isn't a model gateway.

It's a new category: **Workflow Intelligence as a Service (WIaaS)**.

---

## Our values

**Determinism over guesswork.** Every score, cost projection, and optimization recommendation is computed from a pure function of the workflow spec and the model registry. No LLM calls, no variance, no surprises.

**Portability over lock-in.** SKILL.md, ETHOS.md, and MEMORY.md are open specifications. Export to LangGraph, CrewAI, n8n, AutoGen, Ollama, Claude Code — the output belongs to you.

**Transparency over black boxes.** Croms™ are an explicit, auditable unit of preventable waste. Every recommendation is accompanied by a dollar estimate and an explanation.

**Governance before execution.** The right time to fix a workflow is before it runs. We build for that moment.

---

## What we're building

Cromus is the pre-execution intelligence layer for AI workflows. It sits above orchestration, above runtime stacks, above observability tools — at the point where a workflow is designed but not yet running.

Teams that use Cromus understand what their workflows will cost, where they can improve, and which models make the most sense — before they run.

That's the future we're building. Own your AI workflows. Don't let them own you.

---

## Related pages

- [What is WIaaS? →](/workflow-intelligence-as-a-service)
- [Pre-Execution Governance →](/pre-execution-governance)
- [What are Croms™? →](/croms)
- [Founding Partners →](/founding-partners)