Workflow scope
Pick one workflow, collect examples, define approval owners, and document what AI can and cannot prepare.
30-day pilot
Prove one AI agent workflow before expanding.
The first ZenFoundry pilot focuses on one real workflow: turn operational inputs into summaries, drafts, approvals, and owner-ready outputs your team can review.
Who this is for
Manufacturers, distributors, industrial service teams, and owner-led SMEs with repeated operational work.
Teams where inquiries, quotes, production updates, payment reminders, or owner reports still depend on memory.
Businesses that want AI-prepared work with review and approval before anything customer-facing goes out.
What happens across 30 days
Context setup
Map templates, fields, product or operations context, missing-information rules, and owner brief format.
Demo workspace review
Review AI-prepared summaries, drafts, blockers, and audit logs against real historical examples.
Pilot decision
Agree whether to continue, expand to another agent, adjust scope, or stop before production rollout.
What to bring
- 30-50 real workflow examples
- Product, order, or operations data
- One current template or report
- Approval rules
- An owner or operator for review
AI does
- Extracts operational fields
- Matches business context
- Drafts next actions
- Flags missing information
- Updates owner brief
AI does not do
- Send messages automatically
- Replace accounting systems
- Promise final prices without review
- Create fake customer data
- Act as a trading or investment bot
Pilot output
Success is measured by workflow adoption, not AI novelty.
We measure whether your team can understand AI summaries, review draft actions, approve or request edits, and see a clearer owner operating brief from real workflow examples.
What you receive
- A documented first workflow and approval boundary
- Sample AI summary and draft output formats
- Owner daily brief structure
- Pilot readiness notes for data, tools, and review rules
- Recommended next step: continue, revise, expand, or stop