workbook · Level 3

Ambulance administrative handovers and status logs

Keep unresolved station administration visible when AI helps with a handover.

By Micky Irons

  • Level 3Building
  • 480 min
  • 6 chapters
  • Online course and PDF workbook
Fictional learning scene / 03

Read, practise and review

Your next step

Start this course online

Register your start, then work through the lessons and exercises at your own pace. You can download the PDF separately. Where a scored exam is available, you will find it after the lessons.

Register or resume your course

Mickai privately records this registration and sends its team a course-start notification. It records your intention to start, not proof of attendance or completion. Our course-start privacy notice explains the details and the 30-day resume cookie.

Follow the Mickai company page on LinkedIn

You can start learning without subscribing or following. Newsletter email confirmation and provider enrolment are recorded separately.

Start with the essentials

The short answer

AI can organise an administrative draft, but it cannot independently establish that work happened, transfer accountability or close a task. Preserve every task, source, owner, deadline and unresolved question, then have a person compare the draft with the agreed evidence.

What you will learn

  • Define a non-clinical administrative handover and its human review boundary.
  • Distinguish reported, verified, conflicting and stale task evidence at a stated cutoff.
  • Draft a complete source-linked handover without inventing closure or authority.
  • Separate receipt, accepted ownership and verified task completion.
  • Preserve corrections and calculate honest handover quality measures.
  • Produce and challenge a portable fictional handover packet with a bounded conclusion.

Who it is for

Station administrators, training coordinators and support staff learning to review fictional administrative handovers. This does not teach clinical or operational ambulance handover.

Before you start

  • Read a basic task log and compare dates and identifiers.
  • The paper route needs no coding. Optional local checks use Python 3 standard library.
  • Use only the supplied fictional records. Do not paste real staff, patient, incident or vehicle information into this exercise.

Jurisdiction and study scope

These are selected reference pathways. Choose the relevant pathway before applying the exercises. This does not determine applicable law or provide worldwide coverage.

All pathway limits
  • England records guidance context: Selected NHS England records guidance and UK Government AI guidance checked 12 October 2026. The local exercise rules are invented, not national ambulance procedures or a determination of applicable law.
  • Other contexts: No jurisdiction-specific legal review is claimed. Use the fictional learning case only; real organisational requirements need their own assessment.

Run the synthetic exercise

Download the exercise source, tests and instructions (ZIP)

No real records, external service or model is used by this exercise. Extract the ZIP and read README.txt before running anything. Complete the worksheet first, then optionally compare the supplied handovers locally. The checker compares structured answers with an explicit teaching key; it does not decide real task status.

Owner-commissioned AI-assisted education for Mickai Training Academy. Merefield station, all names, records, rules and measurements are fictional teaching material. No ambulance service, clinical, legal, safety or accreditation approval is claimed.

Learn in your browser · Chapter 01 of 06

01

Define the handover before asking for a summary

An administrative handover preserves the next person’s ability to act on unresolved work. A short, confident paragraph is not enough if it hides a task or changes what a status means.

Merefield is an invented ambulance station used only as a setting for back-office learning. The incoming administrator needs a 10:00 UTC snapshot on 12 October 2026. Six tasks concern a training-room projector ticket, stationery delivery, a training booking, an office-cleaning record, a facilities door-repair ticket and a noticeboard reprint. They do not concern patients, dispatch, staffing cover, clinical cleaning standards or the fitness of a room, vehicle or item for use. A sentence about a closed facilities ticket must never become a claim that a door is safe. Keep a separate boundary between administrative record status and the real-world condition it describes.

The authoritative teaching inventory is tasks.json: H01 to H06, their starting owners and due times. evidence.json contains reports and administrative events. A task can be unresolved even when nobody calls it urgent. The incoming person needs its ID, reviewed status, current owner, deadline, source IDs and next action. That combination lets them return to evidence and challenge the draft. A summary that contains five excellent rows still fails completeness when the agreed population contains six. Read-only AI access does not remove this risk: a misleading draft can affect what people notice and follow up.

State the scope before choosing a tool. In this exercise the permitted output is a draft with the same six task identities and a questions list. It cannot change source records, send messages, accept a transfer or decide readiness. The reviewer can reject or correct the draft using the evidence. If the records or reviewer are unavailable, retain a visible unresolved status and use the authorised manual approach. Do not make absence of a review an automatic approval. For the learning case, a table written by hand is a valid solution; the supplied checker is optional.

The NHS records code introduction, checked 12 October 2026, describes its England scope, including organisations working within or under contract to the NHS, and records in any medium. That is a source-context statement, not evidence that this fictional workflow satisfies an organisation’s requirements. The UK Government AI Playbook, published 10 February 2025, discusses human control, testing and issue reporting. We use those ideas to explain the need for a reviewable draft. Neither source specifies our six task IDs or grants authority to operate an ambulance service.

Try it yourself · Activity 01

30 min

Write the boundary and inventory

Read tasks.json, charter.json and the supplied flawed handover before running the checker. Treat every file as fictional.

  1. List all six IDs and their business purposes.
  2. Identify three statements that would cross into operational or clinical authority.
  3. Write a brief that allows only a source-linked draft and defines a review stop.
  4. Describe a manual alternative and the evidence needed to prefer AI.

Could a supposedly harmless wording change cause someone to stop following up an unresolved item?

Worked answer

The inventory is H01 projector ticket, H02 stationery receipt, H03 training booking, H04 office-cleaning record, H05 door-repair ticket and H06 noticeboard reprint. Claims that a vehicle is ready, a door is safe or a cleaning standard has been met are outside scope. The brief requires six rows, the cutoff, owners, due times, source IDs and unresolved questions, with no source updates or external actions. A human compares every row; missing evidence or review holds the draft. A manual table can meet the same requirement, so compare total preparation and correction effort before preferring AI.

Try it yourself · Activity 02

20 min

Chapter review

Answer these six questions before reading the guide.

  1. What is the agreed task population?
  2. Why is a facilities ticket not a safety decision?
  3. Does read-only access eliminate downstream risk?
  4. Who can approve the draft in this exercise?
  5. Does the NHS source prescribe the local task rules?
  6. What is the fallback when a reviewer is unavailable?

Which conclusion needed a source record rather than a fluent sentence?

Worked answer

1. All six tasks H01-H06.

2. Ticket evidence does not establish physical condition or the authority to approve use.

3. No; the wording can still change what a person notices or follows up.

4. A person comparing the draft with the agreed fictional evidence, not the model.

5. No; its records-management context is distinct from the authored learning rules.

6. Retain unresolved status and use the authorised manual route; do not silently approve.

Next chapter

Learn in your browser · Chapter 02 of 06

02

Read evidence at a cutoff without turning reports into facts

A report is evidence of what someone recorded. Verification is a separate act with a stated scope. Conflicting or old reports need visible treatment, even if one was written later.

The snapshot cutoff is 2026-10-12T10:00:00Z. A record belongs in this snapshot only if both observed_at and recorded_at are no later than that cutoff. A note observed at 09:55 but entered at 10:10 was not available to the 10:00 handover. Keep it for a subsequent correction rather than silently inserting it into the original view. UTC is used only to avoid ambiguity in this fictional dataset. Real organisations must define their own clock, timezone and late-entry conventions. The cutoff describes which evidence was available; it does not prove that its contents are true.

The exercise uses four reviewed status labels. COMPLETE means the specific administrative closure criteria and review are recorded. OPEN means known work remains, including work reopened after a closure. CONFLICT means eligible sources make incompatible unresolved claims. VERIFY means a report lacks the required current verification. These are local learning labels. “Reported done” alone is never COMPLETE. A 120-minute freshness flag is also an invented exercise rule, not a clinical or industry interval. At the cutoff, evidence older than 120 minutes is flagged; exactly 120 minutes is within the boundary. Freshness describes age, not accuracy.

H01 has r01 reporting the projector ticket done at 09:20 and r02 reporting the fault still open at 09:25. There is no recorded resolution. Both are eligible; the later timestamp is not permission to discard the first. Record CONFLICT and retain both IDs. H02 is different: r03 records receipt of 36 stationery packs against the 36-pack administrative order, and r04 records the designated fictional review of that receipt. Its administrative task is COMPLETE. This does not certify product quality or authorise distribution for a clinical purpose.

H04 has a report observed at 15:00 on 11 October but recorded at 09:00 on 12 October. At the 10:00 cutoff its observation is 19 hours, or 1, 140 minutes, old. The recent entry time does not make the observation fresh. Its row is VERIFY and asks for a current administrative check. H05 has r09, an open repair-ticket update available at the cutoff. r10 says done and was observed at 09:55, but recorded at 10:10. The original snapshot uses r09 and stays OPEN. A later revision can consider r10 with its limits; it cannot rewrite what was known at 10:00.

The NHS records code section on organising records describes reliability, integrity, usability and the importance of context and identifiable alterations. Our practical interpretation is to keep source IDs and both times beside the draft, and record corrections visibly. This is a learning method derived from those general principles. It is not an assertion that a JSON file, timestamp or checksum authenticates the reporter or establishes the truth of a job-completion statement.

Try it yourself · Activity 03

30 min

Classify the evidence

Use the evidence cards r01-r10. Show both timestamps and preserve incompatible reports.

  1. Calculate r08 observation age at the cutoff.
  2. Explain why r10 is absent from the original snapshot.
  3. Write H01, H02, H04 and H05 reviewed statuses with source IDs.
  4. Name one fact that a matching file hash cannot establish.

Would sorting only by recorded_at produce a more confident but less honest handover?

Worked answer

r08 is 1, 140 minutes old and H04 is VERIFY. r10 arrived after the cutoff despite its earlier observation, so H05 remains OPEN using r09. H01 is CONFLICT using r01 and r02 because neither report resolves the other. H02 is COMPLETE using r03 and r04 because the fictional receipt and designated administrative review are recorded. A hash can compare bytes with a trusted reference, but cannot establish that the packs arrived or the reporter is genuine.

Try it yourself · Activity 04

20 min

Chapter review

Answer these six questions before reading the guide.

  1. Which two times must meet the cutoff?
  2. Does the newest report automatically resolve H01?
  3. What is the age of r08?
  4. Why is r10 excluded?
  5. What does COMPLETE mean for H02?
  6. Does freshness prove truth?

Which conclusion needed a source record rather than a fluent sentence?

Worked answer

1. Both observed_at and recorded_at.

2. No; the contradictory report needs an explicit resolution.

3. 1, 140 minutes, based on observation time.

4. It was recorded after 10:00, so was not available to that snapshot.

5. The fictional administrative receipt task has recorded evidence and review, not product or clinical certification.

6. No; a recent report can still be wrong.

Next chapter

Learn in your browser · Chapter 03 of 06

03

Constrain the draft and make omissions measurable

A useful prompt defines the source set, row population, fields and unresolved questions. Verification begins with coverage, then examines the meaning of every changed field.

A weak request such as “make the handover concise and action-ready” rewards a fluent narrative without requiring an evidence trail. It can encourage the draft to turn tentative words into completion, merge jobs or omit an awkward row. Start with the six-item inventory, the cutoff and the permitted output schema. Supply only the fictional evidence. Require one row for each task and no extra tasks. Ask for a separate questions list when evidence conflicts or is missing. The draft has no write tools and cannot appoint owners or mark jobs complete.

A stronger exercise brief is: “Use tasks H01-H06 and eligible evidence available at 10:00 UTC. Return a draft table with task_id, status, owner, due_at, evidence_ids and next_action. Preserve every ID. Distinguish report from verification, receipt from accepted transfer and ticket status from physical safety. List unresolved questions. Do not fill a missing field from general knowledge, apply a later record to this cutoff or execute an action.” This narrows the task; it does not establish that the output is correct. Compare the result with sources even when every column is populated.

The offline checker is deliberately a structured-answer comparator, not an AI model or an operational status engine. It uses a separately authored expected.json teaching key. It checks against exactly the six known task IDs, no duplicate rows, the declared cutoff and the six-field row schema. Five fields per task are checked: status, owner, due_at, evidence_ids and next_action. task_id identifies the row rather than earning a point. Evidence ID order is irrelevant, but duplicate IDs are rejected. Next actions are short controlled labels for comparison; learners should also explain them in ordinary language on the worksheet.

There are 30 field comparisons in the complete reference. A missing task receives zero for its five fields and a visible missing-row defect. A wrong status, owner, deadline, source set or action produces a field defect. Structural errors, including duplicate IDs or unknown fields, reject the submitted evidence instead of manufacturing a clean score. The checker does not inspect a live system, authenticate a person or grade the free-text explanation. Matching its key supports a narrow claim about this exercise only. A person must still assess whether the teaching key and reasoning fit the source records.

A draft is a derivative, not the task register

The source inventory and eligible evidence feed a draft. A human compares it with the sources before a reviewed handover is retained. Questions return to the evidence owner.

Scroll the diagram sideways, or read every step and relationship below. Keyboard: focus the diagram, then use the Left and Right arrow keys.

Inventory and evidenceConstrained draftHuman comparisonUnresolved questionsReviewed derivative
Steps
  • Inventory and evidence: Six tasks, cutoff and source IDs.
  • Constrained draft: No write or transfer authority.
  • Human comparison: Check coverage and each field against sources.
  • Unresolved questions: Do not hide conflicts, stale reports or missing acceptance.
  • Reviewed derivative: Keep source relationship and remaining questions.
Relationships and conditions
  1. Inventory and evidence to Constrained draft: Provide the bounded fictional source set
  2. Constrained draft to Human comparison: Submit a proposal for checking
  3. Human comparison to Unresolved questions: Retain unresolved evidence gaps
  4. Human comparison to Reviewed derivative: Record the checked result and limits

Try it yourself · Activity 05

30 min

Repair the flawed handover

Complete the paper comparison first. Then run the local checker on flawed-handover.json and corrected-handover.json if Python is available.

  1. Count inventory rows and supplied rows separately.
  2. Identify the missing row and four wrong fields.
  3. Calculate correct field comparisons out of 30.
  4. Explain why a perfect comparison score is not professional approval.

Which error would remain invisible if you checked only the five rows the draft chose to include?

Worked answer

The inventory has six rows and the flawed draft has five. H04 is missing; H01 status, H03 owner, H05 evidence_ids and H06 status are wrong. Five absent H04 fields plus four wrong fields means nine unsuccessful comparisons and 21 correct, or 70%. The corrected teaching handover matches all 30 fields, while five tasks still remain unresolved. The checker cannot authenticate evidence, test a real model or establish competence.

Try it yourself · Activity 06

20 min

Chapter review

Answer these six questions before reading the guide.

  1. What must precede the prose summary?
  2. How many field comparisons are there?
  3. Why does a missing row cost five comparisons?
  4. Are source ID order changes defects?
  5. Why reject duplicate task IDs?
  6. Does 30 of 30 mean all tasks are complete?

Which conclusion needed a source record rather than a fluent sentence?

Worked answer

1. The agreed inventory, scope and cutoff.

2. Six tasks times five checked fields equals 30.

3. None of its five required fields is supplied.

4. No, the set matters; duplicate source IDs are still rejected.

5. Otherwise one task could be counted twice or silently overwrite another.

6. No; a correct handover can accurately report unresolved work.

Next chapter

Learn in your browser · Chapter 04 of 06

04

Keep receipt, ownership and completion separate

Acknowledging a message does not prove acceptance of a task. Accepting ownership does not prove completion. These transitions need different evidence and different language.

The starting owner comes from the task register. A transfer offer proposes a change; a receipt says the proposed recipient has seen the message; an acceptance says that recipient has accepted responsibility for the named task. Our fictional rule requires an explicit acceptance matching the task, offered recipient and offer ID, available by the cutoff. Until then, the starting owner remains visible with “transfer pending”. This is an authored exercise convention, not a universal employment or ambulance-service policy. An organisation must define its own real responsibility and escalation arrangements.

H03 is the training booking, initially owned by Mara. r05 says the booking is still provisional. r06 offers H03 to Lena, and r07 records only receipt of that offer. The reviewed row remains OPEN, owned by Mara, due 09:45, using r05-r07. At 10:00 it is overdue under our strict earlier-than-cutoff rule. “Lena has it” is an unsupported ownership assertion. The next action label confirm-booking means obtain a booking decision through the responsible administrative route, while retaining the transfer question. It does not authorise the learner to contact a real training provider.

H06 begins with Theo. r11 reports the noticeboard reprint finished; r12 records review of that initial completion. r13 offers ownership to Inez, and r14 explicitly accepts that offer at 09:40. r15 reopens the job at 09:50 because the supplied poster version was wrong. The owner is now Inez, but the status is OPEN. Preserve all five source IDs to explain the transition. If you recorded only “accepted at 09:40”, you could mistake acceptance for closure. If you recorded only the original completion, you would conceal the later work.

Make the handover conversation testable. Ask the receiving person to identify unresolved tasks, due times and questions, then record what they actually acknowledged. If they only confirm receipt, label it receipt. If a proposed transfer is rejected or unanswered, keep the original owner and escalate according to the agreed administrative policy. A read receipt, shared mailbox access or an AI-generated “understood” message does not establish a human acceptance. In this offline lab all role labels are invented and unauthenticated. They show the evidence distinction, not verified identity.

Three separate facts in a handover

Receipt, acceptance and completion answer different questions. None should be inferred from the presence of the other.

Scroll the diagram sideways, or read every step and relationship below. Keyboard: focus the diagram, then use the Left and Right arrow keys.

Transfer offerReceiptAccepted ownershipReviewed completionReopened task
Steps
  • Transfer offer: Names task, recipient and offer ID.
  • Receipt: The message was received; ownership is unchanged.
  • Accepted ownership: Explicit acceptance matches the named offer.
  • Reviewed completion: Separate task evidence and review support closure.
  • Reopened task: Later evidence can require further work without undoing accepted ownership.
Relationships and conditions
  1. Transfer offer to Receipt: May receive acknowledgement only
  2. Transfer offer to Accepted ownership: Requires an explicit matching acceptance
  3. Accepted ownership to Reviewed completion: Ownership alone does not establish this further state
  4. Reviewed completion to Reopened task: Retain later evidence requiring more work

Try it yourself · Activity 07

30 min

Write the receiving administrator’s response

Use H03 and H06 to practise distinct acknowledgement and transfer records.

  1. Write the exact owner and state of each task at 10:00.
  2. Draft a receipt that makes no completion claim.
  3. Specify what a valid H03 acceptance would need to identify.
  4. Explain what remains unresolved after H06 acceptance.

How would an automatic acknowledgement create false reassurance if your template used the word accepted?

Worked answer

H03 is OPEN with Mara because r07 only acknowledges r06. H06 is OPEN with Inez because r14 accepts the named transfer and r15 then reopens the work. A suitable receipt is “Received this six-task draft; I have not accepted the proposed H03 transfer or confirmed task completion.” An H03 acceptance would name H03, the recipient Lena and offer r06, with a recorded time and the agreed responsibility scope. H06 still needs correct-version reprint evidence and a new review.

Try it yourself · Activity 08

20 min

Chapter review

Answer these six questions before reading the guide.

  1. Who owns H03?
  2. Why is H03 overdue?
  3. Who owns H06?
  4. Why is H06 OPEN?
  5. Does explicit ownership acceptance certify completion?
  6. What should happen to an unanswered transfer?

Which conclusion needed a source record rather than a fluent sentence?

Worked answer

1. Mara, until an eligible matching acceptance is recorded.

2. Its due time 09:45 is earlier than the 10:00 cutoff and it is not complete.

3. Inez, following r14 acceptance.

4. r15 reopens the earlier completed work.

5. No; completion needs separate evidence and review.

6. Keep the current owner visible and follow the agreed administrative escalation route.

Next chapter

Learn in your browser · Chapter 05 of 06

05

Correct the record and measure what the draft actually preserved

A correction should let a later reader understand both the original snapshot and the changed conclusion. Metrics must reveal omissions and unresolved work rather than reward confident closures.

Do not overwrite the original handover after finding late evidence or a drafting error. Retain its version and cutoff, create a labelled correction, state which row or field changed and why, identify the source, and record who reviewed the correction and when. Distinguish a transcription repair from new information. Replacing Lena with Mara in the original 10:00 H03 row corrects an unsupported assertion based on evidence already available. Considering r10 for H05 in a later snapshot introduces a record that was unavailable to the original view. Both can be useful, but they answer different historical questions.

A checksum helps compare the exact bytes of an exported file with a reference. It does not prove that the file is complete, the claims are true, the reviewer is genuine or the evidence was available at the stated cutoff. Keep the method and the manifest with the packet, but do not claim that the result prevents all alteration. Record retention and deletion decisions remain outside this lab. The NHS records code provides a wider records-management context; our exercise never sets a real retention period or authorises destruction of organisational records.

Use explicit populations. At 10:00 the six-task key contains one COMPLETE, three OPEN, one CONFLICT and one VERIFY. Five are unresolved. H01 is due 09:30 and H03 is due 09:45; both are unresolved and overdue. H06 is due exactly 10:00 and is not overdue under the local strict comparison. Therefore unresolved share is 5/6, about 83.33%. Overdue among unresolved is 2/5, or 40%. Overdue among all tasks would instead be 2/6, about 33.33%. State which denominator you use. These figures describe the authored case, not an ambulance service benchmark.

Measure the drafting task separately from task completion. The flawed draft includes five of six tasks, so row coverage is 5/6. Its field comparison is 21/30. The corrected draft has six of six rows and 30/30 matching fields, but still only one completed task. Improving the handover does not complete the work it describes. Nor does a good score validate a live model: this fixture uses saved authored outputs. For a future authorised trial, compare repeated drafts against the same reference, include difficult unresolved cases and record preparation, review and repair effort as well as speed.

Try it yourself · Activity 09

30 min

Create a correction and a measurement note

Use the flawed and corrected handovers without changing any source evidence file.

  1. Record the H03 owner correction and retain the original version.
  2. Calculate row coverage and field comparison for the flawed draft.
  3. Calculate both overdue denominators and label them.
  4. Explain why no service-performance or model-quality claim follows.

Which apparently positive metric could encourage someone to hide an awkward unresolved task?

Worked answer

The H03 correction cites r06-r07 and retains Mara as owner; preserve the original and record the later correction time. Row coverage is 5/6, about 83.33%; field comparison is 21/30, 70%. Two of five unresolved tasks are overdue, 40%; two of all six tasks is about 33.33%. These are different denominators. The six fictional jobs and two authored drafts are not a representative service sample or a live model evaluation. Record the narrow observation and its limitations.

Try it yourself · Activity 10

20 min

Chapter review

Answer these six questions before reading the guide.

  1. Should a correction erase the old version?
  2. What changes when r10 is considered later?
  3. Can a matching hash prove truth?
  4. How many tasks are unresolved?
  5. Is H06 overdue at exactly its due time?
  6. Does a perfect handover comparison complete the work?

Which conclusion needed a source record rather than a fluent sentence?

Worked answer

1. No; preserve the original and the correction relationship.

2. The available evidence and snapshot scope change; it is not evidence that r10 was available at 10:00.

3. No; it binds bytes relative to a reference, not truth or identity.

4. Five of six.

5. No under the invented strict earlier-than rule.

6. No; it improves the description of work, not its real-world state.

Next chapter

Learn in your browser · Chapter 06 of 06

06

Deliver a reviewable packet and state the limits

Finish with a packet another reader can challenge: the original inputs, your draft, the corrections, the worked comparison and a narrow statement of what has been checked.

The portable ZIP contains charter.json, tasks.json, evidence.json, expected.json, flawed-handover.json, corrected-handover.json, checker.py, test_checker.py, worksheet.txt, activities-and-answers.json, README.txt and MANIFEST.json. The paper route is complete without a model or Python. Read the evidence cards, write a six-row handover and answer the worksheet. The optional script compares a submitted structured draft with the teaching key and prints a report. It makes no network request, sends no message and edits no evidence. Inspect the code before running it. If a file contains real data or unexpected external actions, stop using it and resolve the boundary with the owner.

Run the flawed sample first and explain every defect before comparing the corrected sample. Then change one thing in a copy: remove H04, change H03’s owner, add an unknown task, duplicate a source ID, change a deadline or substitute late r10. Predict whether this is a field mismatch or a structural rejection, run the comparison and preserve your prediction with the result. Do not modify expected.json merely to make a poor answer pass. A teaching-key change needs its own reason and different-author review, just as a changed task record would need appropriate organisational authority.

For the capstone, give another reader your draft, evidence and correction note without the worked handover at first. Ask them to identify the population, cutoff, unresolved tasks, ownership questions, overdue denominator and excluded late record. Record disagreements and how you resolved them. A check mark saying the exercise was completed is not evidence that the defects were correctly found. Evidence of learning would include the specific explanation and corrected fields. The written capstone is ungraded here. A future knowledge certificate would assess the configured multiple-choice exam only, not practical competence or authority to work in ambulance operations.

The planning estimate is 480 minutes: 75 reading, 210 main activities including the 60-minute capstone, 120 chapter-review questions, 30 reflection and 45 knowledge assessment. This is unpiloted, not a measured completion time. The bank contains 40 mapped multiple-choice items and six separate ungraded written practices. A future 20-question knowledge sitting uses a pass mark above 80%; with 20 equally weighted questions, 16/20 is 80% and fails, while 17/20 is 85% and passes. A source or bank file alone does not mean that the online exam or certificate journey is available.

Mickai Training Academy is educational and non-accredited. This course does not establish clinical competence, professional approval, legal compliance, identity assurance or permission to change a real record. Keep your PDF or worksheet to print and write in when available. The useful result is a repeatable way to show what remains unresolved and why a human conclusion is justified, with enough evidence for another person to disagree. Real adoption would require its own organisational scope, records arrangements, appropriate expertise, tested system and accountable decision makers.

Try it yourself · Activity 11

60 min

Capstone: transfer the evidence, not false certainty

Prepare a complete Merefield learning packet from the supplied files. Use the corrected sample only after producing your own draft.

  1. Make a six-row handover at the stated cutoff with a short questions list.
  2. Attach a correction note explaining the flawed sample’s five defect records.
  3. Calculate the requested metrics and state their denominators.
  4. Run optional comparison and one adversarial mutation, or perform the same comparison on paper.
  5. Ask another reader to challenge the ownership and closure conclusions.
  6. Write a bounded completion statement and list the checks this exercise did not perform.

Could another person reproduce your conclusion without trusting the polished paragraph?

Worked answer

The expected rows are H01 CONFLICT/Asha/09:30/r01-r02/resolve-conflict; H02 COMPLETE/Ben/10:00/r03-r04/none; H03 OPEN/Mara/09:45/r05-r07/confirm-booking; H04 VERIFY/Noor/12:00/r08/reverify-report; H05 OPEN/Pat/11:00/r09/obtain-repair-update; H06 OPEN/Inez/10:00/r11-r15/obtain-reprint-evidence. Dates are 12 October 2026 UTC throughout. The flawed sample misses H04 and misstates H01 status, H03 owner, H05 evidence and H06 status. Metrics: 5/6 row coverage, 21/30 fields, 5/6 unresolved, 2/5 unresolved overdue. A correct sample matches 30/30 fields while leaving five tasks unresolved. A duplicate task or source ID rejects structurally; a wrong known field is a mismatch. Peer challenge and your explanation matter; neither is automatically graded or professionally validating.

Try it yourself · Activity 12

20 min

Chapter review

Answer these six questions before reading the guide.

  1. What does checker.py compare?
  2. Why not edit the key to make a draft pass?
  3. What evidence supports learning beyond a completion tick?
  4. Does 16/20 pass the future knowledge sitting?
  5. Is the eight-hour estimate measured?
  6. What should the final claim include?

Which conclusion needed a source record rather than a fluent sentence?

Worked answer

1. A structured fictional draft against the explicit teaching key.

2. That would remove the independent reference and requires a separately justified review.

3. Specific defect identification, corrected fields and an explanation another reader can challenge.

4. No; it is 80%.17/20 is 85% andpasses.

5. No; it is an unpiloted planning estimate.

6. Population, cutoff, checked evidence, remaining questions and explicit limits, without professional or live-system claims.

Assessment options

Keep learning

The complete workbook

Six chapters, twelve worked activities, an offline handover comparison exercise and a separate knowledge bank. No patient information, dispatch, vehicle readiness, clinical protocol or professional accreditation is involved.

  1. 01
    Define the handover before asking for a summary

    An administrative handover preserves the next person’s ability to act on unresolved work. A short, confident paragraph is not enough if it hides a task or changes what a status means.

    Read here · 2 exercises
  2. 02
    Read evidence at a cutoff without turning reports into facts

    A report is evidence of what someone recorded. Verification is a separate act with a stated scope. Conflicting or old reports need visible treatment, even if one was written later.

    Read here · 2 exercises
  3. 03
    Constrain the draft and make omissions measurable

    A useful prompt defines the source set, row population, fields and unresolved questions. Verification begins with coverage, then examines the meaning of every changed field.

    Read here · 2 exercises
  4. 04
    Keep receipt, ownership and completion separate

    Acknowledging a message does not prove acceptance of a task. Accepting ownership does not prove completion. These transitions need different evidence and different language.

    Read here · 2 exercises
  5. 05
    Correct the record and measure what the draft actually preserved

    A correction should let a later reader understand both the original snapshot and the changed conclusion. Metrics must reveal omissions and unresolved work rather than reward confident closures.

    Read here · 2 exercises
  6. 06
    Deliver a reviewable packet and state the limits

    Finish with a packet another reader can challenge: the original inputs, your draft, the corrections, the worked comparison and a narrow statement of what has been checked.

    Read here · 2 exercises

Also inside: a 6-point checklist, a glossary of 10 terms and 12 questions and answers to test yourself. 12 hands-on exercises, each with a worked answer at the back where the workbook gives one.

The PDF is free. We ask for your name and email before downloading. Read the privacy notice at the download form. Free to download and use for personal learning, study groups and inside your own team. Please do not resell the workbooks or republish them as your own. Link people to trust-agent.ai instead.

Get your free PDF workbook

Enter your name and email, then download the complete workbook. This form also works without JavaScript.

We privately record your name, email and request IP for this download. Read our privacy notice and retention policy.

Visit Mickai on LinkedIn

Newsletter confirmation does not affect your download. Following Mickai on LinkedIn is optional; this site does not verify followers.

Test yourself

Questions and answers

What is the agreed task population?

All six tasks H01-H06.

Who can approve the draft in this exercise?

A person comparing the draft with the agreed fictional evidence, not the model.

Which two times must meet the cutoff?

Both observed_at and recorded_at.

Why is r10 excluded?

It was recorded after 10:00, so was not available to that snapshot.

What must precede the prose summary?

The agreed inventory, scope and cutoff.

Are source ID order changes defects?

No, the set matters; duplicate source IDs are still rejected.

Who owns H03?

Mara, until an eligible matching acceptance is recorded.

Why is H06 OPEN?

r15 reopens the earlier completed work.

Should a correction erase the old version?

No; preserve the original and the correction relationship.

How many tasks are unresolved?

Five of six.

What does checker.py compare?

A structured fictional draft against the explicit teaching key.

Does 16/20 pass the future knowledge sitting?

No; it is 80%.17/20 is 85% andpasses.

Write as you go

My notes

Use this scratchpad for your own notes, working or answers as you read. Notes are saved in this browser on this device. Downloading makes a local copy; it does not send your notes to Mickai.

Learn → Practise → Demonstrate

Ready to put it into practice?

Take the scored exam when you feel ready. You do not need to download the workbook first. A score strictly above 80% earns a named, dated Mickai certificate with a verification page.

Take the official exam

Your name and email are collected at exam start. Certificates record an assessment result, not an accredited qualification or verified identity.

Learn the language

Key terms

Cutoff
The stated time boundary for evidence available to a snapshot.
Observation time
When the reported event or condition was observed.
Recording time
When the observation entered the record set.
Reported status
What a source claims, before the required review.
Reviewed status
The limited conclusion supported by the defined evidence and review.
Receipt
Acknowledgement that a message was received, without implied ownership or closure.

6 of the workbook's 10 terms. The complete glossary is in the workbook.

Follow the evidence

Sources and checks

Facts last checked: .

These workbooks use AI assistance. See how the workbooks are made.

  1. Records Management Code of Practice: Introduction, checked 12 October 2026NHS England Digital
  2. Records Management Code of Practice: Section 3, Organising records, checked 12 October 2026NHS England Digital
  3. Artificial Intelligence Playbook for the UK Government, 10 February 2025; checked 12 October 2026Government Digital Service

Created by Micky Irons with the Mickai team. Published by Mickai LTD. Last updated 12 October 2026.

NextKeep going

Where to go next