Capability template for operations and process improvement
Preventive maintenance plan
For one site, the facilities or operations manager gets every piece of equipment ranked by failure cost, an approach for each (run to failure, scheduled or condition-based), a dated calendar of tasks from the maker's guidance and the failure history, the spare parts to hold and the downtime measures to track.
The outcome
Maintenance stops living in one technician's memory and moves onto a calendar everyone can read. Every piece of equipment carries a price on the page: what one breakdown costs in hours stopped and in repair, worked out from your own history where you have it and from your estimate where you do not. The ranking that follows tells you where attention pays.
Each asset gets an approach with a reason. The cheap, unimportant ones are repaired when they fail, and their maker's tasks are listed rather than silently dropped. The rest go on a dated calendar for the year, at the intervals the maker sets. Where your history shows the same part failing again and again, the calendar brings that task forward and puts the change to you as a decision. Nothing is ever pushed out beyond what the maker recommends.
The plan also shows which spare parts to keep on the shelf and which are short, with the cost, and sets out the downtime and repair-time measures to watch each month, with this year's figures as the starting line. Gas, pressure and other safety-critical equipment is set out separately for your competent person, who confirms its intervals and signs for them. The plan is not an engineering sign-off, and the AI assistant orders nothing, books nothing and changes no record.
Who starts the work, and when
The facilities manager, plant manager or operations manager responsible for the site starts it: when there is no written maintenance plan, once a year to renew it, when equipment is added or replaced, when a site is taken over, and when breakdowns are rising and the work needs to go on a calendar. The maintenance technician who keeps the records usually pulls the files together.
The manager settles the decisions and approves the plan. The competent person confirms the safety-critical section before anyone relies on it.
What they supply
- The equipment register. Each asset, where it is, how many hours a week it runs, whether it is safety-critical, what an hour with it stopped costs you, your estimate of one breakdown, and any reading your team can take with the limit that calls for work.
- The maker's tasks. Each task from the manuals, how often (in weeks, months or running hours), when it was last done and where the maker says so.
- The failure history for the last year, if you keep one: each breakdown, how long the asset was stopped, the hands-on repair time, the cost and the cause.
- The spare parts list, if you have one: what is on the shelf, the supplier's lead time, the cost and how many were used.
- A few settings, such as your cost bands, your competent person and who approves purchases.
Each file comes with set column headings. If a heading does not match, the work stops and asks rather than guessing.
What comes out
One plan in a fixed order. A header with the plan period, the sources, the bands and the counts. Then the equipment ranked by failure cost with the arithmetic shown, the approach for each asset, and the task calendar: weekly and monthly tasks, then every other task dated month by month for the year.
After the calendar: the spare parts with the minimum to hold and what to buy, for your approval; the downtime and repair-time measures with their baseline; the safety-critical section for the competent person; one decision for each flagged asset, such as a task with no record of when it was last done; and the questions worth checking, such as a breakdown that no maker's task covers.
A good plan can be checked against the manuals and the repair log in an afternoon, and the technician recognizes every date on it.
An invented example
Illustrative example with invented data. The business, the equipment, the costs, the dates and the failures below are all invented. The business is an invented 35-person commercial bakery supplying cafés, called the Bakery here, with six main pieces of equipment on one site. Its operations manager runs the plan; an outside maintenance engineer is its competent person for safety-critical equipment. People are referred to by role.
The inputs come first, in full, so the template can be run on them. The plan follows.
The inputs
1. Settings (typed by the operations manager)
Site: the Bakery, production floor and plant room
Prepared for: operations manager
Today and plan start: Monday 4 January 2027
Plan period: 52 weeks
History period: 52 weeks, Monday 5 January 2026 to Sunday 3 January 2027
Days the site is closed: none (production runs every day)
Currency: US dollars
Band A: failure cost of $4,000 or more, or safety-critical
Band B: failure cost of $1,000 to $3,999
Condition checks: every month
Competent person for safety-critical equipment: the contracted maintenance engineer
Records stoppages and completed tasks: the maintenance technician
Approves spare-part purchases: the operations manager
2. Equipment register
asset_id,asset,area,installed,run_hours_per_week,safety_critical,cost_per_hour_stopped,est_hours_stopped,est_repair_cost,condition_check
MIX-01,Spiral mixer 120 kg,Mixing,2018,60,no,600,6,900,"motor bearing temperature, limit 70 C"
OVN-01,Four-deck gas oven,Baking,2015,70,yes,600,8,1500,
CHL-01,Walk-in chiller,Stores,2019,168,no,150,10,1200,"refrigerant suction pressure, limit not known"
WRP-01,Flow wrapper,Packing,2021,50,no,200,4,600,
CMP-01,Air compressor 7.5 kW,Plant room,2017,60,yes,300,5,800,
SLC-01,Bread slicer,Packing,2020,40,no,40,3,250,
3. Maker's tasks
asset_id,task,every,unit,last_done,reference
MIX-01,Check drive belt tension and wear,6,months,2026-10-06,Manual p. 22
MIX-01,Grease bowl bearings,500,run hours,2026-11-16,Manual p. 23
OVN-01,Clean and inspect burners and flues,6,months,2026-07-14,Manual s. 7.2
OVN-01,Service and safety check of the gas system,12,months,2026-01-20,Manual s. 7.1
OVN-01,Check door seals and hinges,1,months,2026-12-21,Manual s. 6.4
CHL-01,Clean condenser coil,3,months,2026-05-12,Manual p. 9
CHL-01,Check door gasket and heater,1,months,,Manual p. 10
WRP-01,Clean and inspect sealing jaws,1,weeks,2026-12-31,Manual 5.3
WRP-01,Replace jaw heater elements,2000,run hours,2026-04-14,Manual 5.6
CMP-01,Drain the receiver,1,weeks,2026-12-31,Manual p. 14
CMP-01,Change oil and air filter,2000,run hours,2026-08-03,Manual p. 15
CMP-01,Inspection of the pressure system,12,months,2026-03-09,Manual p. 3
SLC-01,Sharpen or replace blades,6,months,2026-06-01,Manual p. 4
4. Failure history (Monday 5 January 2026 to Sunday 3 January 2027)
asset_id,date_failed,hours_stopped,repair_hours,parts_and_labour,cause
MIX-01,2026-02-17,7,5,1100,drive belt snapped
PAL-01,2026-03-03,1,1,150,battery fault
WRP-01,2026-04-14,3,2,420,heater element failed
MIX-01,2026-06-23,5,4,900,drive belt worn through
SLC-01,2026-07-20,2,1,180,blade guard switch failed
WRP-01,2026-09-08,5,3,640,film sensor fault
MIX-01,2026-10-06,6,4,1000,drive belt snapped
5. Spare parts list
part,asset_id,on_hand,lead_time_days,unit_cost,used_last_12_months
Drive belt set,MIX-01,1,10,180,3
Bowl bearing grease cartridge,MIX-01,4,5,12,7
Burner igniter,OVN-01,0,21,95,0
Oven door seal kit,OVN-01,0,14,240,1
Condenser fan motor,CHL-01,0,,420,0
Jaw heater element,WRP-01,2,28,150,1
Film sensor,WRP-01,0,14,310,1
Cutting knife,WRP-01,1,21,22,26
"Compressor oil, 5 litres",CMP-01,1,3,45,2
Air filter element,CMP-01,0,7,38,2
Slicer blade set,SLC-01,1,10,160,2
The output
PREVENTIVE MAINTENANCE PLAN: the Bakery, production floor and plant room
- Prepared for: operations manager. Prepared: Monday 4 January 2027. Plan period: Monday 4 January 2027 to Sunday 2 January 2028 (52 weeks).
- History: Monday 5 January 2026 to Sunday 3 January 2027, 7 rows.
- Sources: equipment register (6 assets); maker's tasks (13 tasks); failure history; spare parts list (11 parts); settings. Defaults used: none.
- Bands: A, failure cost $4,000 or more, or safety-critical; B, $1,000 to $3,999; C, below $1,000. (The organization's bands.)
- Competent person for safety-critical equipment: the contracted maintenance engineer.
- Assets: 6. Band A 3, B 2, C 1, not banded 0. Safety-critical: 2.
- Approaches: run to failure 1, scheduled 4, condition-based 1.
- Tasks on the calendar: 13 (12 from the maker's tasks, 1 condition check). Left off: 1.
- Flagged: 2 assets, 1 history item. Decisions: 3.
1. Equipment ranked by failure cost
- OVN-01 Four-deck gas oven (Baking). Failure cost $6,300 = 8 h stopped x $600 an hour + $1,500 parts and labour (manager's estimate, no failures in the history). Band A. Safety-critical: yes.
- MIX-01 Spiral mixer 120 kg (Mixing). Failure cost $4,600 = 6.0 h stopped x $600 an hour + $1,000 parts and labour (from history, 3 failures). Band A. Safety-critical: no. FLAG, interval proposed from history. See decision 1.
- CHL-01 Walk-in chiller (Stores). Failure cost $2,700 = 10 h stopped x $150 an hour + $1,200 parts and labour (manager's estimate, no failures in the history). Band B. Safety-critical: no. FLAG, condition check has no limit, overdue, no record, part lead time not stated. See decision 2.
- CMP-01 Air compressor 7.5 kW (Plant room). Failure cost $2,300 = 5 h stopped x $300 an hour + $800 parts and labour (manager's estimate, no failures in the history). Band A (safety-critical). Safety-critical: yes.
- WRP-01 Flow wrapper (Packing). Failure cost $1,330 = 4.0 h stopped x $200 an hour + $530 parts and labour (from history, 2 failures). Band B. Safety-critical: no.
- SLC-01 Bread slicer (Packing). Failure cost $260 = 2.0 h stopped x $40 an hour + $180 parts and labour (from history, 1 failure). Band C. Safety-critical: no.
2. Maintenance approach
- OVN-01 Four-deck gas oven: Scheduled. Safety-critical, so its maker's tasks go on the calendar for the competent person to confirm.
- MIX-01 Spiral mixer 120 kg: Condition-based. Band A with a check that states a limit (motor bearing temperature, 70 C): the maker's tasks stay on the calendar, the check is taken every month, and a reading of 70 C or more goes to the operations manager the same day.
- CHL-01 Walk-in chiller: Scheduled. Band B; its check gives no limit, so it does not count.
- CMP-01 Air compressor 7.5 kW: Scheduled. Safety-critical, so its maker's tasks go on the calendar for the competent person to confirm.
- WRP-01 Flow wrapper: Scheduled. Band B with no condition check.
- SLC-01 Bread slicer: Run to failure. Band C and not safety-critical; it is repaired when it fails.
3. Task calendar
Every week
- WRP-01 Clean and inspect sealing jaws. Last done: Thursday 31 December 2026; next due Thursday 7 January 2027. Ref: Manual 5.3.
- CMP-01 Drain the receiver. Last done: Thursday 31 December 2026; next due Thursday 7 January 2027. Ref: Manual p. 14. Safety-critical: interval for the competent person to confirm.
Every month
- MIX-01 Take the motor bearing temperature. First due Monday 4 January 2027. Last done: new condition check. Ref: condition check, limit 70 C.
- CHL-01 Check door gasket and heater. First due Monday 4 January 2027. Last done: no record. Ref: Manual p. 10.
- OVN-01 Check door seals and hinges. First due Thursday 21 January 2027. Last done: Monday 21 December 2026. Ref: Manual s. 6.4. Safety-critical: interval for the competent person to confirm.
January 2027
- Monday 4 January 2027 CHL-01 Clean condenser coil. Every 3 months. Ref: Manual p. 9. Overdue, was due Wednesday 12 August 2026.
- Wednesday 6 January 2027 MIX-01 Check drive belt tension and wear. Every quarter, proposed from history; maker's interval 6 months. Ref: Manual p. 22.
- Monday 11 January 2027 MIX-01 Grease bowl bearings. Every 8 weeks, converted from 500 run hours at 60 a week. Ref: Manual p. 23.
- Thursday 14 January 2027 OVN-01 Clean and inspect burners and flues. Every 6 months. Ref: Manual s. 7.2. Safety-critical: interval for the competent person to confirm.
- Tuesday 19 January 2027 WRP-01 Replace jaw heater elements. Every 40 weeks, converted from 2,000 run hours at 50 a week. Ref: Manual 5.6.
- Wednesday 20 January 2027 OVN-01 Service and safety check of the gas system. Every 12 months. Ref: Manual s. 7.1. Safety-critical: interval for the competent person to confirm.
February 2027
- None beyond the weekly and monthly tasks.
March 2027
- Monday 8 March 2027 MIX-01 Grease bowl bearings. Every 8 weeks, converted from 500 run hours at 60 a week. Ref: Manual p. 23.
- Tuesday 9 March 2027 CMP-01 Inspection of the pressure system. Every 12 months. Ref: Manual p. 3. Safety-critical: interval for the competent person to confirm.
- Monday 22 March 2027 CMP-01 Change oil and air filter. Every 33 weeks, converted from 2,000 run hours at 60 a week. Ref: Manual p. 15. Safety-critical: interval for the competent person to confirm.
April 2027
- Sunday 4 April 2027 CHL-01 Clean condenser coil. Every 3 months. Ref: Manual p. 9.
- Tuesday 6 April 2027 MIX-01 Check drive belt tension and wear. Every quarter, proposed from history; maker's interval 6 months. Ref: Manual p. 22.
May 2027
- Monday 3 May 2027 MIX-01 Grease bowl bearings. Every 8 weeks, converted from 500 run hours at 60 a week. Ref: Manual p. 23.
June 2027
- Monday 28 June 2027 MIX-01 Grease bowl bearings. Every 8 weeks, converted from 500 run hours at 60 a week. Ref: Manual p. 23.
July 2027
- Sunday 4 July 2027 CHL-01 Clean condenser coil. Every 3 months. Ref: Manual p. 9.
- Tuesday 6 July 2027 MIX-01 Check drive belt tension and wear. Every quarter, proposed from history; maker's interval 6 months. Ref: Manual p. 22.
- Wednesday 14 July 2027 OVN-01 Clean and inspect burners and flues. Every 6 months. Ref: Manual s. 7.2. Safety-critical: interval for the competent person to confirm.
August 2027
- Monday 23 August 2027 MIX-01 Grease bowl bearings. Every 8 weeks, converted from 500 run hours at 60 a week. Ref: Manual p. 23.
September 2027
- None beyond the weekly and monthly tasks.
October 2027
- Monday 4 October 2027 CHL-01 Clean condenser coil. Every 3 months. Ref: Manual p. 9.
- Wednesday 6 October 2027 MIX-01 Check drive belt tension and wear. Every quarter, proposed from history; maker's interval 6 months. Ref: Manual p. 22.
- Monday 18 October 2027 MIX-01 Grease bowl bearings. Every 8 weeks, converted from 500 run hours at 60 a week. Ref: Manual p. 23.
- Tuesday 26 October 2027 WRP-01 Replace jaw heater elements. Every 40 weeks, converted from 2,000 run hours at 50 a week. Ref: Manual 5.6.
November 2027
- Monday 8 November 2027 CMP-01 Change oil and air filter. Every 33 weeks, converted from 2,000 run hours at 60 a week. Ref: Manual p. 15. Safety-critical: interval for the competent person to confirm.
December 2027
- Monday 13 December 2027 MIX-01 Grease bowl bearings. Every 8 weeks, converted from 500 run hours at 60 a week. Ref: Manual p. 23.
January 2028
- None beyond the weekly and monthly tasks.
Left off the calendar (run to failure): SLC-01 Sharpen or replace blades, every 6 months.
Assets with no maker's tasks: None.
4. Spare parts to hold
- Drive belt set for MIX-01 (band A). Used 3 in the last 12 months; lead time 10 days; use during the lead time 0.08. Hold at least 1. On hand 1: enough.
- Bowl bearing grease cartridge for MIX-01 (band A). Used 7 in the last 12 months; lead time 5 days; use during the lead time 0.10. Hold at least 1. On hand 4: enough.
- Burner igniter for OVN-01 (band A). Used 0 in the last 12 months; lead time 21 days; use during the lead time 0.00. Hold at least 1 (band A minimum). On hand 0: short 1, $95.
- Oven door seal kit for OVN-01 (band A). Used 1 in the last 12 months; lead time 14 days; use during the lead time 0.04. Hold at least 1. On hand 0: short 1, $240.
- Condenser fan motor for CHL-01 (band B). Used 0 in the last 12 months. Lead time not stated: minimum not worked out.
- Jaw heater element for WRP-01 (band B). Used 1 in the last 12 months; lead time 28 days; use during the lead time 0.08. Hold at least 1. On hand 2: enough.
- Film sensor for WRP-01 (band B). Used 1 in the last 12 months; lead time 14 days; use during the lead time 0.04. Hold at least 1. On hand 0: short 1, $310.
- Cutting knife for WRP-01 (band B). Used 26 in the last 12 months; lead time 21 days; use during the lead time 1.50. Hold at least 2. On hand 1: short 1, $22.
- Compressor oil, 5 litres, for CMP-01 (band A). Used 2 in the last 12 months; lead time 3 days; use during the lead time 0.02. Hold at least 1. On hand 1: enough.
- Air filter element for CMP-01 (band A). Used 2 in the last 12 months; lead time 7 days; use during the lead time 0.04. Hold at least 1. On hand 0: short 1, $38.
- Slicer blade set for SLC-01 (band C). Used 2 in the last 12 months; lead time 10 days; use during the lead time 0.05. Hold at least 1. On hand 1: enough.
To buy, for the operations manager's approval: burner igniter, 1, $95; oven door seal kit, 1, $240; film sensor, 1, $310; cutting knife, 1, $22; air filter element, 1, $38. Total $705. Nothing has been ordered.
Parts for assets not on the register: None.
5. Downtime and repair-time measures
Baseline from the history, Monday 5 January 2026 to Sunday 3 January 2027:
- OVN-01: no failures in 3,640 run hours.
- MIX-01: 3 failures; 18 h stopped (average 6.0 h); repair 13 h (average 4.3 h); 3,120 run hours, 1,040 run hours between failures; parts and labour $3,000.
- CHL-01: no failures in 8,736 run hours.
- CMP-01: no failures in 3,120 run hours.
- WRP-01: 2 failures; 8 h stopped (average 4.0 h); repair 5 h (average 2.5 h); 2,600 run hours, 1,300 run hours between failures; parts and labour $1,060.
- SLC-01: 1 failure; 2 h stopped (average 2.0 h); repair 1 h (average 1.0 h); 2,080 run hours, 2,080 run hours between failures; parts and labour $180.
- All registered assets: 6 failures; 28 h stopped (average 4.7 h); repair 19 h (average 3.2 h); parts and labour $4,240.
History items, not counted above: PAL-01, Tuesday 3 March 2026, battery fault.
To track from Monday 4 January 2027, recorded by the maintenance technician, reviewed monthly by the operations manager:
- Unplanned stoppages each month. Baseline: 6 in the history period.
- Hours stopped by failures each month. Baseline: 28 h in the history period.
- Average hours stopped per failure. Baseline: 4.7 h.
- Average repair time per failure. Baseline: 3.2 h.
- Run hours between failures, each band A and band B asset. Baseline: OVN-01 no failure in 3,640; MIX-01 1,040; CHL-01 no failure in 8,736; CMP-01 no failure in 3,120; WRP-01 1,300.
- Calendar tasks done by their due date, as a share of the tasks due that month. Baseline: none in the inputs.
Targets: set by the operations manager; none proposed in this draft.
6. For the competent person: safety-critical equipment
- OVN-01 Four-deck gas oven. Tasks at the maker's intervals: clean and inspect burners and flues, every 6 months, next due Thursday 14 January 2027; service and safety check of the gas system, every 12 months, next due Wednesday 20 January 2027; check door seals and hinges, every month, next due Thursday 21 January 2027. Failures in the history: none. Spare parts short: burner igniter, oven door seal kit. No flag. To confirm: each interval, and the plan for this asset, before anyone relies on it.
- CMP-01 Air compressor 7.5 kW. Tasks at the maker's intervals: drain the receiver, every week, next due Thursday 7 January 2027; inspection of the pressure system, every 12 months, next due Tuesday 9 March 2027; change oil and air filter, every 2,000 run hours, which is every 33 weeks at 60 run hours a week, next due Monday 22 March 2027. Failures in the history: none. Spare parts short: air filter element. No flag. To confirm: each interval, and the plan for this asset, before anyone relies on it.
7. Decisions: 3
- MIX-01, interval proposed from history. The history has three drive-belt failures, on 17 February, 23 June and 6 October 2026: 126 and 105 days apart, an average of 115.5 days. The maker sets the belt check at every 6 months (182 days), so the plan carries it every quarter (91 days) from Wednesday 6 January 2027. Keep the quarterly check, or return to the maker's 6 months? For: operations manager.
- CHL-01, condition check has no limit, overdue, no record, part lead time not stated. The register gives the chiller's check as "refrigerant suction pressure, limit not known", so the chiller is scheduled, not condition-based. Cleaning the condenser coil was last done on 12 May 2026 at every 3 months, was due on Wednesday 12 August 2026, and is now on the plan start. The door gasket and heater check has no last done date and is also on the plan start. The condenser fan motor has no lead time on the parts list. What limit should the suction pressure check use? Can the coil be cleaned on Monday 4 January 2027, or on which date? When was the gasket and heater check last done? What is the fan motor's lead time? For: operations manager.
- PAL-01, history item. The history has a stoppage on Tuesday 3 March 2026 for PAL-01 (battery fault, 1 h stopped, 1 h repair, $150 parts and labour), and PAL-01 is not on the register. Should PAL-01 be added to the register with its maker's tasks, or left out of the plan? For: operations manager.
8. Things to check
- SLC-01: the failure on Monday 20 July 2026 was a blade guard switch, a guard, but the register marks the slicer not safety-critical, so the plan runs it to failure. Should the slicer, or its guard switch, be marked safety-critical? (Failure history and equipment register.)
- WRP-01: the film sensor fault on Tuesday 8 September 2026 links to no maker's task, and the wrapper is band B. Does the maker's guidance give a check for the film sensor that should go on the calendar? (Failure history and maker's tasks.)
- MIX-01: "Check drive belt tension and wear" was last done on Tuesday 6 October 2026, the day the drive belt snapped. Was the check done that day, or is that date the repair? The quarterly check is dated from it. (Maker's tasks and failure history.)
- WRP-01: "Replace jaw heater elements" was last done on Tuesday 14 April 2026, the day a heater element failed. Was the task done that day, or is that date the repair? The 40-week replacement is dated from it. (Maker's tasks and failure history.)
Draft for the operations manager. Intervals for safety-critical equipment are confirmed and signed by the competent person; this plan is not an engineering sign-off. Inspection duties set by law differ by country and by type of equipment; the competent person confirms which apply. Nothing has been ordered, booked, sent or changed in any system.
Where it fits
- Operations and process improvement, where the person who runs the site owns how reliably it runs.
- Health, safety and environment, which names the safety-critical equipment and the competent people who look after it.
- Manufacturing, where one stopped machine can halt a whole line.
- Logistics and trade, where conveyors, forklifts, dock doors and chillers keep goods moving.
- Hospitality, where ovens, refrigeration and air handling have to work every service.
- Real estate, where building plant such as boilers, pumps and air handling serves every tenant.
- Established businesses, where the equipment has aged and the maintenance routine was never written down.
- Growth & scaling, when new machines and longer hours arrive faster than anyone can plan for them.
- Acquisitions & integration, when a newly acquired site comes with equipment nobody on your side knows yet.
What has to change for your company
Set your own cost bands, in your currency, and work out what an hour of each asset stopped really costs you, after any backup. Decide which equipment counts as safety-critical on your site and name a competent person for each kind; inspection duties set by law differ by country and by type of equipment, so the competent person confirms which apply. Choose the readings your team can take and the limits that call for work. Decide who records breakdowns and completed tasks, who reviews the measures each month and the targets you want; the plan sets none. Name who approves spare-part purchases. It runs in ChatGPT, Claude, Copilot or Gemini from the files you supply, with no connection to any maintenance system. Inventory reorder plan handles stock beyond spare parts, operations KPI scorecard can carry the downtime measures alongside the rest of your numbers, and workplace risk assessment covers the hazards to the people who do the maintenance.
What has been checked
Fully Powered AI wrote this capability template in its own words, drawing on a published maintenance planning method credited with it. It was editorially reviewed on 10 November 2026. It was tried on its invented example in Claude on 10 November 2026, and run on it again the same day after the clarifications that followed review; the record of that latest run is published with the template. It has not yet been tested in a client environment. It has not yet been tested as a packaged version in ChatGPT, Claude, Copilot or Gemini.
Testing in your environment means running it on last year's files for a site your technician knows well, plus hard cases written in advance, each with its expected behavior: a file with a renamed column, a part that keeps failing, a task with no record, a safety-critical asset whose history looks worrying, a breakdown on a machine that is not on the register. The manager checks every cost and date against the manuals and the repair log, and the competent person checks every safety-critical interval, before anyone relies on it. Pilot acceptance-test preparation builds that test set, and what we test before we call an AI workflow ready describes the record we keep.
The full capability template
Everything above is the outline. The complete capability template is the working version: the roles, the inputs, the procedure, the exceptions and stop conditions, the output format, the reviewer checklist, the acceptance tests, the instructions for an AI assistant and what to customize for your company. It comes with a download and the link to its folder in Fully Powered’s public repository.
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Next step
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