stackcontrolai vs StackAI.
StackAI is a visual AI workflow builder. stackcontrolai is the enterprise control plane the workflows you build need to run under.
StackAI is a no-code surface for assembling AI workflows. stackcontrolai is a different category — the control plane that governs how any workflow (StackAI's, LangGraph's, custom) is allowed to call models in production.
No-code teams shipping AI workflows quickly
- · Friendly no-code workflow canvas
- · Quick path from prompt to product
- · Good library of pre-built blocks
- · Governance scoped to its own workflows
- · Limited enterprise audit and policy DSL
- · No cross-runtime cost or routing ledger
Centralized AI control + governance
- · Policy + audit across every runtime, not just one
- · Approval chains promotable across environments
- · SLOs and cost attribution per consumer
Teams building inside StackAI can route model calls through stackcontrolai's gateway. The workflow stays in StackAI; the governance, audit, and cost ledger live in one place across the rest of the company too.
stackcontrolai vs StackAI, row by row.
| Capability | stackcontrolai | StackAI |
|---|---|---|
| Multi-vendor model routing | full | partial |
| Inline policy enforcement | full | partial |
| Approval workflows | full | partial |
| Tamper-proof audit log | full | partial |
| SOC 2 / ISO / EU AI Act mapping | full | none |
| Cross-stack cost attribution | full | none |
| Secure deploy (VPC · self-host) | full | none |
| Granular RBAC + ABAC | full | none |
Five things a control plane has to do.
Centralized control plane
One plane for every model, agent, and workflow — across every provider.
Cross-vendor governance
Policy enforced inline on OpenAI, Anthropic, Google, xAI, Mistral, Bedrock, vLLM.
Policy-as-code + approvals
Versioned policy DSL with human-in-the-loop approval chains wired to audit.
Tamper-proof audit + compliance
Every prompt, output, decision logged and mapped to SOC 2, ISO 27001, EU AI Act.
Cost + reliability across stacks
Token, dollar, and SLO accounting per team, app, and feature — every provider.
Are you the same product?expand
No — completely separate companies. stackcontrolai is an enterprise control plane for AI operations; StackAI is a no-code workflow builder.
Can we use both?expand
Yes. StackAI workflows can call models through stackcontrolai's gateway so governance and audit apply uniformly with the rest of your stack.
Why pick one over the other?expand
Pick StackAI if your top need is building specific workflows quickly. Pick stackcontrolai if your top need is governing AI across many builders, runtimes, and providers.
Do you offer a workflow canvas?expand
Yes — stackcontrolai has its own workflow orchestration module, but it sits on the same control plane as governance, routing, and cost.
Route, chain, and trigger AI work across agents, models, and tools. Production orchestration without YAML or duct tape.
A buyer's guide to the best AI orchestration tools for routing, chaining, retries, and human-in-the-loop. Compared head-to-head.
One plane for governance, routing, audit, and cost.
Replace stitched-together vendors with a single control plane — without ripping out the tools your teams already use.