Stacks / 7 workflow stages
Automate a Cross-App Business Workflow
Map the workflow, connect systems, add AI only where judgment is useful, and keep the automation observable and testable.
Best for
Operations teams automating repetitive work that crosses SaaS tools, approvals, data lookups, and AI-assisted decisions.
Outcome
A maintainable automation that combines deterministic workflow steps with AI where unstructured judgment is actually needed.
Not for
A fully deterministic process that can be handled more safely with ordinary rules and integrations alone.
Use this as a decision framework, not a mandatory shopping list. Swap or skip layers based on your existing stack, constraints, and risk profile.
1. Build the deterministic backbone
n8n
Start with explicit workflow logic, triggers, and integrations so AI is not responsible for steps that should be deterministic.
AlternativesMake, Activepieces
3. Add AI judgment selectively
Claude Agent SDK
Introduce an agent only for steps that require interpretation, synthesis, or flexible tool use.
AlternativesPydantic AI
4. Handle browser-only systems
Browserbase
Use browser automation when a required system has no suitable API or integration path.
AlternativesStagehand, Playwright
7. Review permissions and risk
OWASP GenAI Security Project
Limit tool access, credentials, and agent authority to the minimum required for the workflow.
AlternativesAnthropic Security Guidance
Need this workflow built and running, not just linked? EE Solutions implements agentic stacks like this one. EE Solutions is a senior technology team for private capital firms and their portfolio companies.
Talk to EE Solutions ↗