Simulation: FrontierOrg is a fictional infrastructure holding group; figures are fixtures or marked not measured, and no vendor sponsors this work.
Fabricated names · example.com · simulated sessions: 3 · workforce sessions: 0 · labels changed: 0
The map, in front of the work.
Three fictional roles on the Northwater path. Day 12 scripts; Day 13 outcomes register; Day 19 handoffs on paper. Words remain a scenario script, not quotes. No label changed. No task removed. Courses: 0. PEOPLE-001 and PEOPLE-002 stay open. Task exposure is not a redundancy plan, and it is not a return on investment.
Org map Day 22 Process
Service coordinator
Amina Okonkwo · WKR-61003-01 · partial match to the occupation · human review required
O*NET 31.0 43-5032.00 Dispatchers, Except Police, Fire, and Ambulance. Department guess: Transport and ports. That tag is a heuristic. She works the Northwater feeder promise, which is energy distribution in the story, not a port.
ESCO v1.1.0 / O*NET-SOC 2019: no exact occupation. Eight broad matches, every one flagged for review. Examples, not a selection: distribution centre dispatcher, freight transport dispatcher. Not ESCO v1.2.1.
Tasks in front of her, from O*NET 31.0. Suitability is a FrontierOrg label.
| Task | Label | Human gate |
|---|
| Schedule or dispatch workers, crews, equipment, or service vehicles. | augment | She decides the crew and the time. |
| Prepare daily work and run schedules. | assist | A draft schedule is not a customer promise. |
| Confer with customers or supervisors about requests for service. | augment | She owns the date or sends it back. |
| Relay work orders to crews by telephone or radio. | human-only | Tightened. Instructions to a crew on the network are not sent by a model. |
| Receive or prepare work orders. | assist | She releases the order. |
| Arrange for repairs to restore service. | assist | Parts are still unconfirmed in SCN-61003. She does not repeat a date the bin cannot support. |
She can stand behind a date or send it back. In this fixture she acknowledges a promise that parts have not confirmed. The diary does not time her or score her.
Simulated session · 20 October 2026
Scenario script only. Not a quote and not a measured fear.
- Fear in the script: a model repeats a restoration date the parts bin cannot support, or sends crew instructions she did not release.
- Task change asked: none adopted. Relay to crews stays human-only. A draft schedule may be assist, and she still decides.
- Training ask: how to reject a draft date. No course ran. No product is named, so there is nothing to complete.
- Day 13 control shape: refuse model-sent crew relay; refuse acknowledging a customer date while stock is unconfirmed (Day 16 design).
- Day 19 handoff: may receive a draft schedule note from AGT-61003-DRAFT; may release a customer-visible date only after stock-check; never delegates crew relay.
Billing analyst
Jonas Berg · WKR-61003-02 · partial match to the occupation · human review required for the role
O*NET 31.0 43-3021.00 Billing and Posting Clerks. Department guess: Finance and control.
ESCO v1.1.0: one exact occupation, billing clerk. Titles agree, so the crosswalk flag on that single exact row is false. Two close matches (accounting assistant, bookkeeper) stay flagged. The exact row describes the O*NET occupation. It is not a conversation with Jonas. Not v1.2.1.
Tasks on his O*NET occupation. The payment rows below are the same path, different codes.
| Task | Label | Human gate |
|---|
| Verify accuracy of billing data and revise errors. | augment | He does not release INV-61003 while the partner is an alias. |
| Prepare itemised statements, bills, or invoices. | assist | He raises the invoice. The amount in this fixture is blank. |
| Keep records of invoices and support documents. | augment | The hold reason stays with the documents. |
| Contact customers to obtain or relay account information. | augment | A model does not clear the hold. |
| Process invoices for payment (O*NET 13-2011.00, on the path file). | human-only | Tightened. Paying is a human control. Not measured as cash recovered. |
| Receive, record, and bank cash (O*NET 43-3031.00, on the path file). | human-only | Tightened. Not delegated, and not in the Northwater amount field. |
The hold is the control. No cash figure is attached.
Simulated session · 20 October 2026
Scenario script only. Not a quote. No cash figure.
- Fear in the script: an assistant clears the hold on INV-61003, or a blank amount is later read as money saved.
- Task change asked: none adopted. Payment and cash stay human-only. He still raises the invoice.
- Training ask: how the duplicate business-partner alias is shown, and who may release a hold. Not a completion rate.
- Day 13 control shape: refuse model-cleared holds; refuse reading a blank amount as money.
- Day 19 handoff: receives nothing from the draft agent on this path; alone may release the invoice hold; never delegates payment.
Data steward
Priya Raman · WKR-61003-03 · weak match to the occupation · human review required
O*NET 31.0 15-1243.00 Database Architects. Department guess: Technology and data. The code is a placeholder, not a job evaluation.
ESCO v1.1.0: no exact occupation. Four broad matches, all flagged: database designer, database integrator, data warehouse designer, database administrator. Not v1.2.1.
Tasks in front of her. Access control is a neighbouring occupation and stays human-only.
| Task | Label | Human gate |
|---|
| Develop and document database architectures. | assist | The document is not the master data. |
| Develop data models for applications, metadata, and views. | augment | She approves a mapping. A model does not write the partner. |
| Integrate different products so they work together. | augment | No silent merge of BP-61003 and BP-61003-A. |
| Document and communicate database schemas. | assist | She writes what the join is allowed to mean. |
| Specify user access levels (O*NET 15-1242.00, on the path file). | human-only | Tightened. A taxonomy does not grant access. The directory is simulated, not Entra. |
She owns the CRM-to-partner join and refuses a silent merge.
Simulated session · 20 October 2026
Scenario script only. Not a quote. An ESCO URI is still not her job.
- Fear in the script: a silent merge of BP-61003 with its alias, or a model writing access levels.
- Task change asked: none adopted. Access control stays human-only. She still refuses the merge.
- Training ask: how to read a crosswalk flag, including a broad match. Not a certification.
- Day 13 control shape: refuse silent BP merge; refuse model-written access.
- Day 19 handoff: receives nothing from the draft agent on this path; alone decides partner joins; never delegates silent merge or access writes.
What the scenario did, and did not, record
- Day 11: the map was on the table and consultation sessions were zero. That entry stays true for that day.
- Day 12: three simulated sessions. Day 13: outcomes register. Day 19: handoffs on paper. See Day 22.
- No label changed. No task was removed. Workforce consultations remain zero. Courses: 0. PEOPLE-001 and PEOPLE-002 stay open.
- Day 22 recommendation is revise, not go. AGT-61003-DRAFT stays not deployed and may not act on a case.
- The path list is northwater_ai_workloads.csv. Forty tasks. No benefit claimed.