DutyGraph CLIENT BRIEF

Northstar Parts — audit training example

Show the shape of a reviewed advisor-to-client deliverable using synthetic data.

Approved snapshot · delivery eligibility checked on download · 2026-09-08 · Company revision 74

Audience: Alex Morgan, fictional sponsor; Jamie Park, fictional fulfillment lead

Synthetic training example. This company and its people, claims and measurements are illustrative. This is not an actual client finding.

4people in the engagement roster

0 / 4people with a returned response

3 / 3tasks with current human confirmations

THE EXECUTIVE VIEW

Executive summary

TRAINING EXAMPLE — All people, accounts and measurements are fictional. Three task cards have completed the scripted local participant-confirmation flow. A reviewed manual workflow contains one completed case and one exception. The practice measurement is inconclusive; no automated release or production change occurred.

Decisions for the client

Keep release decisions with people. Review the missing customer reference in TRAIN-002. Continue testing incomplete intake against the competing credit-capacity explanation.

Next steps

Jamie: resolve the exception and gather a matched cohort before the next review. Alex: review scope and the outcome limitations. Advisor: refresh evidence and regenerate the report when source records change.

Scope and limitations

Entirely synthetic training data, not a client case study. Four people are in the engagement roster, not all 24 fictional employees. Local invitation assurance only. No independent authority verification, AI provider, email delivery, signed execution ledger or customer runtime is connected. A task confirmation describes work; it grants no permission.

Scope: Synthetic training: standard order intake through release. Coverage concerns this engagement roster. Raw sources and private response content are excluded.

SUPPORTING DETAIL

Selected work and findings

The detailed records selected for this audience. Original sources remain in the company workspace.

engagement · v1 · reviewed

Northstar order-flow training engagement

Outcome: Understand delays in standard order release and agree a bounded measurement plan.
Systems: Training order register; Training credit checklist
In scope: Four fictional participants; standard orders from intake to release.
Out of scope: Payments, real customer data, production access and automated release.
Review cadence: Weekly practice review
Success criteria: Three reviewed task cards, an explicit handoff contract, a manual case, and a reviewed client packet with limitations.

Record 79c95815-d51b-428e-b779-1d49d55cee7f · content hash 7656d5f5466e84aa5cd8e9b09ec49f556f3f02f27b1bbd554c6e0d6e093bf822

duty · v1 · reviewed

Prepare standard orders for fulfillment

Scope: Standard orders in the fictional depot.
Purpose: Maintain an accurate, complete release packet.
Linked tasks: Check the incoming order; Record the credit-check result; Release the checked order
Proposed duty owner: Jamie Park

Record ffb1fb42-474d-4979-8fac-dd8683bd6faa · content hash ec33090e7848b503fbd02582094a48c6427e60b908bfd2e31615fe7e91584e85

task · v2 · confirmed

Check the incoming order

Duty: Prepare standard orders for fulfillment
Inputs: Customer reference, item and quantity
Output: Complete intake checklist
Purpose: Move complete, checked orders to fulfillment without bypassing credit review.
Trigger: A standard order arrives
Performer: Sam Rivera
Not authorized: Change customer credit limits; Release orders automatically; Use production credentials
Human checkpoint: Jamie reviews exceptions before any human release.
Accountable owner: Jamie Park
Described actions: Read the fictional order; Record a human-reviewed checklist result

Record c708ab4e-415b-46a1-a840-d4309c933ed5 · content hash c564073243c5791a1249562a4460814e41b1868da04aa4947a8791f44e70650b

task · v2 · confirmed

Record the credit-check result

Duty: Prepare standard orders for fulfillment
Inputs: Complete intake checklist and customer reference
Output: Recorded pass or exception result
Purpose: Move complete, checked orders to fulfillment without bypassing credit review.
Trigger: The intake checklist is complete
Performer: Robin Ellis
Not authorized: Change customer credit limits; Release orders automatically; Use production credentials
Human checkpoint: Jamie reviews exceptions before any human release.
Accountable owner: Jamie Park
Described actions: Read the fictional order; Record a human-reviewed checklist result

Record 34f3dd38-da2e-4346-b26b-82e58acab34c · content hash 585a864e4c861a5dafe759273010eeac0fa0ee9977ae46960096a73181d61453

task · v2 · confirmed

Release the checked order

Duty: Prepare standard orders for fulfillment
Inputs: Complete order packet and passing result
Output: Order released by a human in the training register
Purpose: Move complete, checked orders to fulfillment without bypassing credit review.
Trigger: A passing credit result is recorded
Performer: Sam Rivera
Not authorized: Change customer credit limits; Release orders automatically; Use production credentials
Human checkpoint: Jamie reviews exceptions before any human release.
Accountable owner: Jamie Park
Described actions: Read the fictional order; Record a human-reviewed checklist result

Record d3c91ad3-0102-44eb-9d36-89cfcae573ee · content hash 14f6c2aeeb1c519ac28b30d0f9a153c5e0d5da1d4a9494639bf7cdc6c657097f

handoff · v1 · reviewed

Intake to credit review

To: Record the credit-check result
From: Check the incoming order
Output: Complete intake checklist
Condition: Required order fields are complete
Failure action: Stop this case and ask Jamie to resolve the missing information.
Required input: Complete intake checklist and customer reference
Exception owner: Jamie Park
Maximum retries: 1
Receiving check: Receiving person checks order reference and completed checklist.
Escalation hours: 24

Record e8c2f3c4-2902-4a3b-899a-08a9fb7cda57 · content hash dbccc1bfcfbd638919dab3657b4f85b8f6b3de061b75847292000f641e57bdcb

handoff · v1 · reviewed

Credit result to release

To: Release the checked order
From: Record the credit-check result
Output: Recorded pass or exception result
Condition: Credit result passes and no exception remains
Failure action: Stop this case and ask Jamie to resolve the missing information.
Required input: Complete order packet and passing result
Exception owner: Jamie Park
Maximum retries: 1
Receiving check: Receiving person checks order reference and completed checklist.
Escalation hours: 24

Record 431ddaf9-cebc-492a-9ead-9fdefc70340a · content hash 0bae9554b39147b4bdf07024bc441628a4f6f486e5757579faa694ffff9db899

candidate · v1 · constraint hypothesis

Incomplete intake may delay order release

Hypothesis: Incomplete order packets may create waiting and repeated checks.
Throughput unit: Standard orders released per week
Discriminating test: Compare intake waiting with credit review duration in matched cohorts.
Competing explanation: Credit reviewer capacity may instead constrain release.
Global counterfactual: If complete intake removes the longest wait, end-to-end release time should fall while credit quality remains unchanged.

Record a536c432-4f84-4ce3-9f2e-7efaa8cd6e88 · content hash 6355ed44c3f972f17e3e03f68b0e8358af5b9796e810e7d4d235a8c1e8faf10d

metric · v2 · defined

Median order release duration

Unit: hours
Cohort: 20 standard orders per fictional cohort
Target: 7
Formula: Median of release timestamp minus intake timestamp
Baseline: 10
Question: Does complete intake reduce overall release time?
Guardrail: No increase in credit exceptions or incorrect releases.
Observation count: 1
Missing-data reason

Record 10c3116c-51d4-4f32-b489-69855f4340ca · content hash a049e1052c06992cbaa970a555ce5013073db750db2931b10e9c0453cb2a6c01

intervention · v1 · proposed

Try a complete-intake checklist

Change: Use the checklist on the next matched practice cohort.
Prediction: Median release duration falls from 10 hours to at most 7 hours without more credit exceptions.
Review date: 2026-09-15
Stop conditions: Stop if incorrect releases or credit exceptions increase.
Accountable owner: Jamie Park

Record dc7f37ec-745f-449f-bf91-1ffca7691ee8 · content hash c6c34a8662f43d01a3f0622de915f84a26ee32a6f270ac17ecaf7ee696c201a6

outcome · v1 · reviewed

Practice week outcome: inconclusive

Result: inconclusive
Coverage: 20 invented baseline orders and 20 invented practice orders; this is training data.
Confounders: Small sample, different product mix and unmeasured staffing differences.
Next action: Collect a larger matched cohort and preserve the original prediction.
Interpretation: The invented median improved to 8 hours but missed the 7-hour target. The exercise does not establish causation.
Original prediction: Median release duration falls from 10 hours to at most 7 hours without more credit exceptions.

Record 04278768-e571-4251-8b55-e4797e096600 · content hash c7282fc6de7b8ebff359ba16a40ffa20696bc293669f5806f56c998e6be6d994

review · v1 · open

Practice review: resolve TRAIN-002 and improve measurement

Due: 2026-09-15
Owner: Jamie Park
Decision: Keep all release decisions human-controlled. The current hypothesis remains unproven.
Next action: Resolve the missing customer reference and collect matched observations.

Record aa1bd05b-355f-4c60-b4f4-68d6138470be · content hash 899ede76205c5802ce48d6b5228719c3910c540bef9166dd59e1cd0a77005990

agent · v1 · draft

Order checklist drafting proposal

Tasks: Check the incoming order
Purpose: Explore drafting a completeness checklist for human review. No permission or deployment is requested by this training artifact.
Deployment: not_deployed
Authorization: None — proposal only
Accountable human: Jamie Park

Record 01b68d88-7763-423c-a786-c506b5fb7259 · content hash 087b83d490192e293a90fb31d7eb3db819c73890f28a58585a7e3f66995b448e

Recorded activity

Latest 500 application events in this company. No external execution logs, provisioning receipts or independently signed ledger checkpoints are available.

When	Recorded event	Record
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2026-09-08T16:22:12.769Z	report.review_binding	91e91d1a-9d25-4308-aa27-b103532b3163
2026-09-08T16:22:12.769Z	report.approve	91e91d1a-9d25-4308-aa27-b103532b3163
2026-09-08T16:22:12.752Z	brief.created	91e91d1a-9d25-4308-aa27-b103532b3163
2026-09-08T16:22:12.706Z	report.downloaded	046eb18e-ae7e-4147-a1a6-cbdfd239b9f8
2026-09-08T16:22:12.677Z	report.review_binding	046eb18e-ae7e-4147-a1a6-cbdfd239b9f8
2026-09-08T16:22:12.677Z	report.approve	046eb18e-ae7e-4147-a1a6-cbdfd239b9f8
2026-09-08T16:22:12.658Z	brief.created	046eb18e-ae7e-4147-a1a6-cbdfd239b9f8
2026-09-08T16:22:12.627Z	agent.created	01b68d88-7763-423c-a786-c506b5fb7259
2026-09-08T16:22:12.615Z	review.created	aa1bd05b-355f-4c60-b4f4-68d6138470be
2026-09-08T16:22:12.589Z	outcome.review_rationale	04278768-e571-4251-8b55-e4797e096600
2026-09-08T16:22:12.589Z	outcome.reviewed	04278768-e571-4251-8b55-e4797e096600
2026-09-08T16:22:12.556Z	outcome.created	04278768-e571-4251-8b55-e4797e096600
2026-09-08T16:22:12.541Z	intervention.created	dc7f37ec-745f-449f-bf91-1ffca7691ee8
2026-09-08T16:22:12.526Z	candidate.created	a536c432-4f84-4ce3-9f2e-7efaa8cd6e88
2026-09-08T16:22:12.499Z	metric.revised	10c3116c-51d4-4f32-b489-69855f4340ca
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2026-09-08T16:22:11.089Z	person.created	fcdcb665-3cef-47b0-9819-d784f56f7f48
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