WORKING PROTOTYPEDealership / Cedar Auto
Keep the conversation moving.
Run a task. Review the proposed change. Inspect the business records.
- 01Give it a taskUse a suggestion or change the details.
- 02Review the changeExact records. Your approval.
- 03Check the proofSaved records, read back from storage.
Business agent
WORKFLOW PLANNER / NO MODEL REQUIREDWhat should Cedar Auto's system do next?
Choose the appointment date and time
Use these controls, or specify YYYY-MM-DD and a time such as 1 pm. Exact values in your request take priority. I will not guess a weekday.
Starting your private sample workspace...
No real customer data. No sending, posting or payments.
Sales desk
Loading sample records...
Approve an action to create an inspectable receipt.
A real workflow, in a safe sandbox.
Inventory is fictional. This prototype is not connected to a dealership DMS or CRM. Those connectors, user permissions and compliance reviews are separately scoped.
- Data
- Your temporary session, persisted on the server.
- Planning
- Deterministic by default. Optional local model adapter included.
- Changes
- Approved writes to this sample business only.
- Outside systems
- No connection to real business records, email, SMS, payments or calendars.
- Lifetime
- 24 hours. Export your results or reset any time.
What is real in this demonstration?
Records are stored on the server in your own temporary demo session. Approved actions change those records. The default planner is deterministic, not a language model. No real emails, texts, posts, payments or outside bookings are sent. Businesses and prices are fictional. The included optional local model adapter classifies requests into the same limited tools; it cannot approve actions. View the proof and limits.
A vehicle match, a booked sample slot and a lead with context.
Build this for my business