“What should I know about this hole?”
Answer from approved hole facts and published course context—or clearly say more information is needed.
COURSE CONSOLE / PROPOSED PILOT DATA
THE OPERATOR VIEW
Make the invisible visible.
A calm operating view for the moments that happen across the property—and the revenue, repeat visits, and relationships that follow them.
DEMONSTRATION CONSOLEThe course name, activity counts, touchpoints, and event records shown here are mock product data for illustration. They do not represent a live or approved course partner.
Today's connected activity
126Unique golfers
418Tap events
34%Repeat visitors
Red Tail challenge is live42 golfers entered · 9:58 AM
Halfway House orders18 orders attributed · $312.40
Northstar sponsor drop63 claims · 21% tap-to-claim
Active touchpoints
18 tee markersConnected and healthy
04 hospitality pointsConnected and healthy
Cart 031Needs attention
SERVICE DESK / PROPOSED PILOT DATA
Fulfill the moments that create value.
Published services can become operator-managed requests. The current view is demonstration data; the API foundation records real catalog items, requests, and status history when connected.
Halfway House orderGolfer request · Cart delivery · 2 items
Requested2 min agoCart assistancePlayer service · Cart 031 · Hole 06
In progress8 min agoClubhouse questionCourse information · Local rule request
Completed21 min agoDemo mode · filters and status changes stay on this device.
Operator actions are designed around explicit status transitions and audit history. Payment settlement, POS integration, and staff identity remain separate implementation steps.
GROUNDED GOLF INTELLIGENCE
The Golf Agent
The Golf Agent provides grounded answers from approved course, hole, event, league, and player context. It does not invent course information. When the approved record is missing or uncertain, the safe answer is that it does not know.
OPERATOR-CONTROLLED AI GUIDANCEOperators retain control over published course content, source facts, announcements, approvals, and consequential actions. The current code uses a deterministic rules-engine provider with source facts, confidence, timestamps, rule version, and provenance status.
Approved course dataGolf AgentGrounded answerOptional operator-approved action
“When is the next event, and where do I stand?”
Explain published event or league information while leaving standings authoritative in the record.
“What activity needs my attention?”
Summarize recorded rounds, active players, incomplete rounds, tap events, and unapproved geometry for review.
AI-ASSISTED OPERATIONS
Useful assistance around the console
- Answer questions from authorized player records.
- Explain published league standings and tie policy.
- Summarize course activity and incomplete records.
- Surface tap activity and unapproved geometry for review.
- Keep source facts, confidence, and advisory status visible.
- Record feedback on whether an insight was useful or incorrect.
HUMAN APPROVAL REMAINS IN CONTROL · The agent can explain and surface; it does not publish course content, change official scores, decide rules, move money, or take consequential action by itself.
Edit the course record.
Review address, operator-seeded coordinates, holes, tees, and data sources before publication.
Approve geometry.
Every boundary, hole, hazard, green, tee, and StickLink location keeps an operator approval event.
Verify with evidence.
Tap events, witness confirmation, round audit history, and rejection reasons stay attached to the round.
Keep the network alive.
Create public or private leagues, publish results, and share course updates without touching money.
OPERATOR SAFETYAll writes require the existing service-auth seam plus organization and actor headers. This pilot does not infer membership from a client-supplied organization id; production identity integration remains a State of Stick boundary.