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| 1 | +--- |
| 2 | +title: "Workforce Assignment" |
| 3 | +meta: |
| 4 | + title: "Workforce Assignment | Use Cases | FlowFuse" |
| 5 | + description: "Put the right person on the right task as conditions change: live assignment boards driven by real demand, skills and availability. Built on Node-RED, managed with FlowFuse." |
| 6 | +problem: "The plan assigned people at 6 a.m. The floor changed by 6:40, and the plan did not." |
| 7 | +industries: ["automotive", "food-beverage", "electronics-appliances"] |
| 8 | +values: ["labor-operational-efficiency"] |
| 9 | + |
| 10 | +howItWorks: |
| 11 | + heading: "How FlowFuse builds dynamic workforce assignment." |
| 12 | + intro: "An assignment is a decision taken against constraints that change during the shift. This is how the problem breaks down and which FlowFuse pattern carries it." |
| 13 | + designPattern: |
| 14 | + kind: "Software pattern" |
| 15 | + name: "Data-driven application" |
| 16 | + detail: "The rules are data, not flows. Skills, training currency, ergonomic limits and demand come from the systems that already own them, so the same application serves a different plant by pointing at different sources." |
| 17 | + docsUrl: "/docs/user/ff-tables/" |
| 18 | + diagram: |
| 19 | + placeholder: true |
| 20 | + src: "https://placehold.co/1200x630/eef2ff/4338ca?text=Workforce+Assignment+Architecture" |
| 21 | + alt: "End-to-end architecture for workforce assignment: demand pulled from MES and ERP, skills and training from HR systems, constraints applied, a supervisor-facing assignment view, and the result published back and recorded." |
| 22 | + caption: "Demand from MES and ERP, skills and training from the systems that own them, constraints applied, and the supervisor left with a decision rather than a spreadsheet." |
| 23 | + pieces: |
| 24 | + - icon: "chart" |
| 25 | + title: "Pull the demand" |
| 26 | + detail: "What has to run this shift, in what order, on which lines, read from MES or ERP rather than retyped." |
| 27 | + - icon: "users" |
| 28 | + title: "Read skills and training currency" |
| 29 | + detail: "Who is qualified for what, and whose certification is about to lapse, from the system that already tracks it." |
| 30 | + - icon: "cog-6-tooth" |
| 31 | + title: "Hold the constraints as data" |
| 32 | + detail: "Ergonomic rotation limits, required coverage and site rules live in configuration, so changing a policy is not a development task." |
| 33 | + docsUrl: "/docs/user/ff-tables/" |
| 34 | + - icon: "dashboard" |
| 35 | + title: "Give the supervisor a decision" |
| 36 | + detail: "A proposed allocation on a screen on the floor, adjustable in the moment. The tool advises; the supervisor decides." |
| 37 | + - icon: "arrows-right-left" |
| 38 | + title: "Publish the assignment back" |
| 39 | + detail: "The decision returns to the systems and screens that need it, so the plan and the floor stop diverging by 6:40." |
| 40 | + - icon: "circle-stack" |
| 41 | + title: "Record what actually happened" |
| 42 | + detail: "Assignments and changes kept as history, which is what makes next quarter's coverage and training decisions evidence-based." |
| 43 | + architecture: "it-ot-middleware" |
| 44 | + docsCta: |
| 45 | + label: "Read the tables docs" |
| 46 | + url: "/docs/user/ff-tables/" |
| 47 | + |
| 48 | +customerPain: |
| 49 | + heading: "Static plans meet a dynamic floor." |
| 50 | + intro: |
| 51 | + - "Shift plans are built on yesterday's assumptions: then a machine goes down, an order is expedited, two people call in sick, and reallocation happens by supervisor intuition and hallway conversations." |
| 52 | + - "Skills and certifications live in spreadsheets nobody checks in the moment, so the reshuffle is slow, and sometimes puts the wrong person on a task that requires certification." |
| 53 | + cards: |
| 54 | + - icon: "users" |
| 55 | + title: "Reallocation by walking around" |
| 56 | + detail: "Supervisors spend the first hour of every disruption finding out who is where and moving people by hand." |
| 57 | + - icon: "academic-cap" |
| 58 | + title: "Skills matrices nobody can see" |
| 59 | + detail: "Certification and training data sits in HR files, invisible at the moment of assignment." |
| 60 | + - icon: "clock" |
| 61 | + title: "Idle time and bottlenecks coexist" |
| 62 | + detail: "One station starves while another queues, because nobody sees both at once." |
| 63 | + - icon: "clip-list" |
| 64 | + title: "No record of who did what" |
| 65 | + detail: "Assignment history that audits and improvement work need does not exist." |
| 66 | + #placeholder: template copy for review, refine per Showcase |
| 67 | + |
| 68 | +outcomeFirst: |
| 69 | + heading: "Assignment that follows the floor." |
| 70 | + intro: "FlowFuse joins live demand signals, machine states, order priorities, headcounts, with skills and availability data, and drives assignment boards that update as conditions change." |
| 71 | + dimensions: |
| 72 | + - label: "Operational" |
| 73 | + title: "Live view of people, tasks and gaps" |
| 74 | + detail: "Who is where, what needs doing, and which stations are at risk, on one board that reflects now." |
| 75 | + - label: "Organizational" |
| 76 | + title: "Qualified people on qualified tasks" |
| 77 | + detail: "Assignments checked against skills and certifications at the moment they are made." |
| 78 | + - label: "Financial" |
| 79 | + title: "Less idle time, fewer bottlenecks" |
| 80 | + detail: "Rebalancing in minutes recovers the labor hours static plans leave on the table." |
| 81 | + |
| 82 | +whyItMatters: |
| 83 | + heading: "Labor is the most flexible asset, managed the least flexibly." |
| 84 | + intro: "Machines get condition monitoring; people get a morning plan and good luck." |
| 85 | + points: |
| 86 | + - title: "Every disruption taxes labor first" |
| 87 | + detail: "Downtime, rush orders and absences all resolve into people standing in the wrong place." |
| 88 | + - title: "Certification errors are compliance events" |
| 89 | + detail: "In regulated production, an unqualified assignment is not inefficiency, it is a finding." |
| 90 | + - title: "Assignment data feeds planning" |
| 91 | + detail: "Recorded assignment history shows where skills are thin and where training pays back fastest." |
| 92 | + |
| 93 | +competition: |
| 94 | + heading: "Why the usual approaches stall." |
| 95 | + intro: "Workforce tools plan the shift; almost none of them react to it." |
| 96 | + traps: |
| 97 | + - label: "Workforce management suites" |
| 98 | + title: "Great at rosters, blind to the floor" |
| 99 | + detail: "Scheduling tools know who is on shift, not what the line needs right now." |
| 100 | + - label: "MES task lists" |
| 101 | + title: "Tasks without people context" |
| 102 | + detail: "Work queues exist, but skills, availability and certifications live elsewhere." |
| 103 | + - label: "Whiteboards" |
| 104 | + title: "The 6 a.m. snapshot" |
| 105 | + detail: "Accurate for the first forty minutes of the shift." |
| 106 | + |
| 107 | +comparison: |
| 108 | + without: |
| 109 | + - title: "Reallocation by intuition" |
| 110 | + detail: "Supervisors move people based on what they happen to see." |
| 111 | + - title: "Certification checked after the fact" |
| 112 | + detail: "Qualification issues surface in audits, not at assignment." |
| 113 | + - title: "No assignment record" |
| 114 | + detail: "Improvement work has no data to stand on." |
| 115 | + with: |
| 116 | + - title: "Boards driven by live demand" |
| 117 | + detail: "Machine states and order priorities reshape assignments as they change." |
| 118 | + - title: "Qualification enforced in the flow" |
| 119 | + detail: "Only certified people are suggested for certified tasks." |
| 120 | + - title: "Every assignment recorded" |
| 121 | + detail: "History for audits, staffing decisions and training plans." |
| 122 | + |
| 123 | +aiBuildLayer: |
| 124 | + intro: "The FlowFuse Expert works on this use case with you, from the demand joins to the board itself." |
| 125 | + steps: |
| 126 | + - title: "Describe it, get a starting flow" |
| 127 | + detail: "Tell the Expert your demand signals and people data sources; it assembles a working starting flow. Currently in open beta on FlowFuse Cloud." |
| 128 | + - title: "Refine with in-editor assistance" |
| 129 | + detail: "Function Builder and completions handle the matching logic and the Dashboard assignment board." |
| 130 | + - title: "Own and adapt what you built" |
| 131 | + detail: "The flow explainer keeps assignment rules readable, so team leads can evolve them as the operation changes." |
| 132 | + note: "AI capabilities noted as beta are in open beta on FlowFuse Cloud at time of writing. Placeholder template copy for internal review." |
| 133 | + |
| 134 | +closingCta: |
| 135 | + heading: "Put flexibility where the flexibility is" |
| 136 | + description: "Talk to an expert about live workforce assignment, or connect your first demand signal today." |
| 137 | +--- |
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