From eec9e281fc48a47724d119e746e0212dc65e554a Mon Sep 17 00:00:00 2001 From: Jason Thistlethwaite Date: Fri, 2 Feb 2024 13:46:05 -0500 Subject: [PATCH] Add some more info about muninn, dmaic reports, etc --- .gitignore | 4 + .../DMAIC/DMAIC Reports.md | 257 ++++++++++++++++++ ...ix Sigma Done Wrong and Described Badly.md | 14 + attachments/QC Sort Report.png | Bin 0 -> 108556 bytes 4 files changed, 275 insertions(+) create mode 100644 Processes/Continuous Improvement/DMAIC/DMAIC Reports.md create mode 100644 Processes/Continuous Improvement/Six Sigma Done Wrong and Described Badly.md create mode 100644 attachments/QC Sort Report.png diff --git a/.gitignore b/.gitignore index dd899a0..8724b4a 100644 --- a/.gitignore +++ b/.gitignore @@ -1 +1,5 @@ .obsidian/* + + +# Ignore Smart Connections folder because embeddings file is large and updated frequently +.smart-connections \ No newline at end of file diff --git a/Processes/Continuous Improvement/DMAIC/DMAIC Reports.md b/Processes/Continuous Improvement/DMAIC/DMAIC Reports.md new file mode 100644 index 0000000..f49125a --- /dev/null +++ b/Processes/Continuous Improvement/DMAIC/DMAIC Reports.md @@ -0,0 +1,257 @@ +--- +tags: + - CI + - accountabilty + - QMS + - quality +author: Jason Thistlethwaite +aliases: + - Muninn Report +--- +DMAIC reports such as provided by [[Muninn]] or the [[QC Sort Tool]] measure deviations from the expected workflow. Each time a step is done differently in the work and is noticed quickly, the customer is most likely perceiving 1.5x as many deviations from what they expected. This compounds as processes feed into each other. + +Taking the [[3-Day]] process as an example: + +1. The checkin person assigns a category to items. +2. The next person performs the inspection. +3. Somebody STOWS the item. +4. Somebody pick/packs the item. + +Each time one of those steps is done differently than normal, the following is also true: + +- Differences occur 1.5x more often than we notice +- The differences compound, adding more deviations to each step afterwards + +[[Six Sigma Done Wrong and Described Badly]] may serve as a succinct way to understand the basic purpose of these reports. + +### Example of compounding nature +| | | | | +|---|---|---|---| +|**Step**|**Base Deviation Rate**|**Base Perceived Rate**|**Example deviation**| +|Presort|1.00%|1.50%|1% of the time, package gets sent to wrong place| +|Checkin|5.00%|7.50%|5% of the time category is not set the right away| +|Inspection|5.00%|7.50%|5% of the time, we don’t take the right pictures| +|STOW|5.00%|7.50%|5% of the time, the package gets put in a weird spot| +|Pick/Pack|1.00%|1.50%|1% of the time, the package is shipped late.| +||**Total perceived deviation:**|38.25%|| +The chart above is just an example of how deviations compound, the numbers used are not accurate. + +In the above chart, we're modeling that we notice a 1% deviation in Presort, which means deviations probably happen 1.5% of the time. We just don't notice or catch the extra .5% + +That sounds very small, but when you total up all the deviations across the service line, it can result in something like the customer getting a different result than expected 38.25% of the time. + +## How to understand the QC Sort Report +The service covered by [[3-Day]] and [[QMS - Returns Triage and 3-day]] has a dedicated tool for catching the most common deviations after the work is completed. This section applies the DMAIC concepts to that report. + +![[QC Sort Report.png]] +The report above shows a 10.16% deviation rate between January 29, 2024 and February 2nd. That means that even though we detected 10.6% of the work was performed differently than expected, most likely a total of 15.89% was actually done differently. + +This report works by checking for very straightforward indicators something in the intended work process was not done the intended way. + +| Flag | Explanation | +| :--- | :--- | +| billingIssues | The total fees charged to the item don't match what the model of the work expects, indicating some variation in the process led to the workers adjusting a charge, overcharging, charging for something unusual, etc. | +| missingConditionCheckbox | The workers forgot to check 1 of 4 boxes indicating who probably caused the condition of the item. | +| nonFinal | Work leaving the area was not actually finished. | +| expectedCSN | The proper way to mark an item we received was actually something different wasn't (or couldn't) be followed. | +| picturesNeeded | We either didn't take pictures or we forgot to upload them. | +| dimensionsNeeded | Some deviation in the process caused us not to record dimensions properly. | +| badOrMissingComment | Every item we inspect, except New ones, should have a 30+ character comment explaining why we selected the condition. This flag indicates some deviation in the workflow caused us not to do that. | +| fatFingerDims | Any dimension of a product or box we measured was recorded as longer than 99 inches. This flags because it's not normal for us to work on items that large. | +| itemNumberIssue | We scanned a barcode as an item number, but it was either something else or the item number we scanned was not activated. | +Each of the things measured above are highly straightforward steps in the work that are done repeatedly every day by the workers. When we detect any flag about these things, it indicates the overall process is probably deviating from what's intended more than we realize. + +### Example: applying this to the DMAIC above +| | | | | +|---|---|---|---| +|**Flag**|**Count**|**Percent of Total**|**Customer Perceived Rate**| +|total|315|100.00%|| +|failed|32|10.16%|| +|pictureSpam|28|8.89%|13.34%| +|billingIssues|22|6.98%|10.47%| +|unexpectedCount|10|3.17%|4.76%| +|missingConditionCheckbox|7|2.22%|3.33%| +|nonFinal|6|1.90%|2.85%| +|expectedCSN|5|1.59%|2.39%| +|picturesNeeded|3|0.95%|1.43%| +|dimensionsNeeded|3|0.95%|1.43%| +|badOrMissingComment|2|0.63%|0.95%| +|fatFingerDims|1|0.32%|0.48%| +|itemNumberIssue|1|0.32%|0.48%| +|||**Total:**|62.82%| +By applying this to the actual rate of detected deviations from the week shown above, we can see that the actual deviation rate the customer perceives is probably closer to 62.82%. Meaning, that over the half the time we finished the Inspection step of that process, the results are not what the customer was expecting. + +That actually seems about right, since about 65% of the emails we received from the customer during the 1st half of January were complaints. + +#### Are deviations necessarily complaints? +No, not always. There are several cases where deviations don't necessarily cause a complaint, such as: + +- The problem created only effects people who work here, so the customer doesn't notice it, or the complaint we get seems unrelated: + - Eg: something done different during Inspection causes minor annoyance or confusion during Picking. + - Eg: something different happened during STOW, which caused orders for a different customer to become delayed. +- The result is beneficial for the customer, but harmful to us. + - Eg: we undercharged for services. +- The customer starts to think it's normal because they've mentioned it several times before and it hasn't improved. + - Eg: We take more pictures than they want, and we keep doing that, so they just start to think complaining won't help. + +## Muninn DMAIC +The Muninn DMAIC system is more of a business-wide DMAIC implementation which monitors several different deviations across the business. + +### itemCheckin +Muninn monitors the following things about items that are checked in: + +#### skipped item numbers and regressions +Item numbers are intended to be used sequentially during checkin. + +Muninn will flag when either: +1. A worker skipped numbers, like going 1, 2, 5. +2. A worker used numbers in reverse order + +Muninn flags this because there is no beneficial, known reason for a worker to do either of those things. + +For instance, if we see that Muninn has a 3.7% warn rate about this over the past 24 hours, it most likely means item checkin, in general, is deviating from what's expected about 5.6% of the time. + +### boxCheckin +Muninn monitors the following things about packages we checkin. + +#### unexpected +Muninn will warn when the percentage of unexpected items received in the same package is above a certain threshold, depending on the type of order that was sent to us: + +| Order Type | Threshold | +|:-----|:-----| +| EZ | 20% | +| FBA | 40% | +| PREP | 10% | +At the time of writing, it is debatable how useful this warning is. It is fairly normal to receive unexpected items with returns or removal orders. + +#### no items (not autorequest or forward) +Muninn warns if a box was checked in without any contents being recorded. This warning does not trigger for autorequests or forwarding orders. + +### inspectionPictures + +#### Missing Pictures +Muninn considers that a returns inspection order should have a minimum number of pictures associated with each package, as follows: + +| Situation | Number | | +|:-----|:-----|:-----| +| Box | +2 | | +| Item | +1 | | +| Ridiculous Package | +1 | | +So for example, if a single package was received and had one item inside, Muninn would expect 3 pictures minimum of that box. + +### autorequestPictures + +#### no pictures or way too many +Muninn trips this warning if an autorequest has less than 2 pictures or more than 8. + +There isn't any known reason to take fewer than 2 pictures or more than 8 for any such package, so this flag tripping means something very unusual is going on with the work. + +### refurbInspect +This applies to situation where we are refurbishing or inspecting items. Muninn monitors the billings applied to such items and it flags in the following situations: + +#### refurbPricingUnexpected +The total Inspection or Refurbishment charges applied to an item don't match the price for it's category. + +Since these charges are applied automatically as long as the correct category was set for an item, this should never flag unless something unusual has happened. + +#### refurbishPrep +Items received in a Prep order should rarely receive any Inspection or Refurbishment charges. This flag trips if they do. + +#### suspiciousFeeTypes +This flag trips whenever an item we inspected or refurbished is charged any of the following types of fees (directly to the item): + +- Pick/pack +- Repacking +- Take Picture +- Depot Fee, Depot Shipping, or Depot Pick/Pack +- Shipping +- Relabel +- Additional Service +- Professional Subscription +- Storage +- Disposal +- Consignment +- Prep Charges + +This is because these fees should rarely be billed directly to any item under the normal work we do, except in very usual situations that should probably involve a manager anyway. + +#### nonFinalInspectFees +This flags when an item has Inspection or Refurbishment charges applied to it, but the item is not in a condition indicating completion. + +| **condition_name** | **is_final** | +|-------------------------|--------------| +| Refurb Pending | 0 | +| Refurb Approved | 0 | +| Refurb In Process | 0 | +| Repair Pending | 0 | +| Repair Approved | 0 | +| Repair In Process | 0 | +| Depot Pending | 0 | +| Depot Approved | 0 | +| Depot In Process | 0 | +| Disposal Pending | 0 | +| Disposal Approved | 0 | +| Disposed | 1 | +| Used - Like New | 1 | +| Used - Very Good | 1 | +| Used - Acceptable | 1 | +| New | 1 | +| Used - Good | 1 | +| Service Declined | 1 | +| Defective or Damaged | 1 | +| Customer Service Needed | 0 | +| Certified Refurbished | 1 | +### picklistReport + +#### slowPick +Flags when a picklist is taking longer than 30 seconds per item on average. + +#### incomplete +Flags picklists that are not finished. + +#### lateStart +Flags picklists that were started more than 24 hours after they were created. + +### categoryChangeReport +Flags when any product we've previously set a billing category for has it's category changed for some reason. + +There are very few cases we've identified that's actually *supposed* to happen. It nearly always indicates some sort of mistake. In most cases it means: + +- The person who originally set the category chose the wrong one +- The person made a mistake, and is fixing it +- The person is changing the category for unofficial or unauthorized reasons + +### presortReport + +#### noOrderAfterDeadline + +A package that cleared [[Presort]] is still not associated with any order after 3 days. + +#### returnedOutbound +A package we previously shipped out has been scanned in Presort. + +#### lateOrders +Muninn flags when orders that cleared presort still haven't reached the checkin step after so many days. The threshold depends on order type: + +| Order Type | Threshold | +|:-----|:-----| +| EZ | 3 days | +| PREP | 2 days | +| FORWARD | same day | + +### carrierPickupReport + +#### noTracker +The package was scanned in Carrier Pickup, but it's tracking number is still the default value for a new box. This indicates the package might have been handed to a carrier without the new shipping labels being applied to it. + +#### missedPickup +An order marked OUTGOING contains packages that were never scanned in Carrier Pickup. + +#### badPickup +A box is recorded in Carrier Pickup, but the status of the order is not OUTGOING. + +#### noPackLocation +A package in an outbound order that has a status other than PENDING, has no location set for the package. + + + diff --git a/Processes/Continuous Improvement/Six Sigma Done Wrong and Described Badly.md b/Processes/Continuous Improvement/Six Sigma Done Wrong and Described Badly.md new file mode 100644 index 0000000..03e1747 --- /dev/null +++ b/Processes/Continuous Improvement/Six Sigma Done Wrong and Described Badly.md @@ -0,0 +1,14 @@ +Six Sigma is a continuous improvement methodology partly focused on quality. It observes the situation that short-term process output is not a good indicator of long term performance. Six Sigma’s approach to quality is to reduce process output variation so that on a long term basis (which is the customer’s aggregate experience with our process over time), there will be no more than 3.4 defect parts per million opportunities (DPMO). + +What that means is that out of 1 million chances for a process to be skipped or done differently than is standard, it only happens 3.4 times. + +So let’s look at one of the deviations from the past week: out of 173 times we should have taken 3-day pictures, something was different about it 14 times (or 8.1% of the time). Six Sigma teaches that a process capacity measured over a short period of time is at least 1.5x different than what customers perceive. So if we’re having an 8.1% deviation rate about pictures over the course of a week, our customer is likely experiencing about a 12.1% deviation rate. + +Let’s put that into the context of McDonald’s. Let’s say Bobby is supposed to check if the fries are fresh every 15 minutes, but he fails to do that 10% of the time. That means we probably receive unexpected fries 15% of the time from McDonalds. Now let’s say that John is supposed to ask customers if they want salt, but he forgets to do it 5% of the time. Six Sigma shows us that (roughly) the customer-experience deviation rate is probably 22.5%. Meaning 22.5% of the time we order fries they’re different than we expected (in some way). What we’re doing right now is a process called DMAIC, which is a data-driven approach to rapidly improve process output. + + +![](https://lh7-us.googleusercontent.com/0ATDYSy2PhGWdyFL7xdCkA38Ek9bo90oD1f6RSwUzLlgrXCyl_Y7k6iN1jqMy1UGIa-r2GUFgqQW7hOdQFObMu8Alvk5nHEAFGGJPQ_Y_Ivxy4RAUsJ7Aq9AlLUyBkI13_x8chqOQffAlEox_Z_YGcY) + +Define tasks and duties in a way that Muninn can understand them. Then have Muninn Measure aspects of the task for unexpected results. Analyze those results to determine what is causing the unexpected output. We then Improve by implementing a verifiable solution or improvement to the process. We Control by putting measures in place to make sure the Improvement stays in place, most likely by repeating DMAIC to identify how it can be automatically measured. + +For instance, let’s say we identify that one key problem with autorequests is untrained people doing them. We may create a list of authorized people which Muninn can access somehow. The test is then modified to specifically flag when unauthorized people are doing autorequests, thus controlling that the change stays in place. We might still observe that similar problems still happen, as well as unauthorized people doing them. 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