AI Workflow Orchestration for multi-step production AI.
Real AI workloads classify, retrieve, call a tool, review, and ship. stackcontrolai is the orchestration layer that routes work across agents, models, and tools — with retries, branching, approvals, and end-to-end traces wired into the same audit log as the rest of your stack.
- SOC 2 Type II
- ISO 27001 ready
- EU AI Act aligned
- SaaS · VPC · self-host
Multi-step AI logic lives in five different cron jobs and a notebook.
Retries, branching, and timeouts are reinvented per team — and per language.
Human-in-the-loop approval is a Google Form glued to a webhook.
What ships with AI Workflow Orchestration.
Visual workflow DAGs
Chain agents, models, tools, and approvals into reviewable graphs.
Cost + quality routing
Pick the right model per request — score, cost, latency, or quota.
Triggers
Cron, webhooks, queues, Slack, Linear, Salesforce, custom events.
Agent fan-out / fan-in
Parallel agent execution with structured merge steps.
Approval gates
Pause runs for human sign-off; resume with full context.
Per-step traces
Latency, tokens, and eval scores per node — every run.
How is this different from a generic workflow engine?expand
stackcontrolai is built for AI-shaped work: token budgets, model fallbacks, structured outputs, eval scoring, and human-in-the-loop approvals are first-class — not bolted onto a generic DAG runner.
Can workflows call our own services and tools?expand
Yes. Tools can be HTTP endpoints, gRPC services, internal SDKs, or MCP servers. Auth, RBAC, and audit are enforced by the control plane, not duplicated per tool.
What happens when a step fails?expand
Configurable retries with exponential backoff, branching to fallback nodes, and dead-letter capture. Failed runs land in the trace viewer and can be replayed against a different model or prompt with one click.
Do you support long-running workflows?expand
Yes. Workflows can run for milliseconds or days. Long-running runs persist state, survive control-plane restarts, and resume after human approvals.
Run ai workflow orchestration in your stack.
One control plane your security, finance, and platform teams already trust. Live console, no signup.