{
  "id": "LDF-2026W39-0011",
  "slug": "decision-file-2026-w39-why-unified-customer-relationship-management-needs-evidence-before",
  "kind": "field-briefing",
  "kind_label": "Living Decision File",
  "edition": 11,
  "published_at": "2026-09-21T09:05:22.867925+01:00",
  "modified_at": "2026-09-25T09:01:34.659839+01:00",
  "title": "Why Unified Customer Relationship Management Needs Evidence Before Commitment",
  "standfirst": "A practical decision sits behind “Why Unified Customer Relationship Management Needs Evidence Before Commitment”. This field joins current evidence to research and a bounded scenario without turning either into certainty.",
  "question": "What would have to remain true before “Why Unified Customer Relationship Management Needs Evidence Before Commitment” becomes a controlled action?",
  "human_opening": "The current procurement record establishes the live operating question.",
  "conclusion": "The current record opens “Why Unified Customer Relationship Management Needs Evidence Before Commitment”; the counterevidence keeps its outcome conditional.",
  "conclusion_claim_ids": [
    "claim-conclusion-boundary"
  ],
  "topic_key": "field-briefing",
  "primary_source_id": "find_tender-66cad956d36f7550",
  "evidence_braid": {
    "current_trigger": "The current procurement record establishes the live operating question.",
    "historical_baseline": "The official market release supplies dated external context for the decision.",
    "mechanism_evidence": "The cited research describes a mechanism relevant to the operating question.",
    "organisational_context": "The implementation source identifies conditions that must be tested in practice.",
    "counterevidence": "The counterevidence preserves another explanation and keeps the outcome conditional.",
    "observed_boundary": "The retrieved records establish context and plausible mechanisms; they do not establish a company-specific causal outcome."
  },
  "sections": [
    {
      "eyebrow": "Current record",
      "heading": "What changed now",
      "paragraphs": [
        "The current procurement record establishes the live operating question."
      ],
      "claim_ids": [
        "claim-current-development"
      ]
    },
    {
      "eyebrow": "Market context",
      "heading": "What the wider field shows",
      "paragraphs": [
        "The official market release supplies dated external context for the decision."
      ],
      "claim_ids": [
        "claim-official-market-data"
      ]
    },
    {
      "eyebrow": "Mechanism",
      "heading": "What may explain the movement",
      "paragraphs": [
        "The cited research describes a mechanism relevant to the operating question."
      ],
      "claim_ids": [
        "claim-mechanism-research"
      ]
    },
    {
      "eyebrow": "Counterevidence",
      "heading": "What could change the reading",
      "paragraphs": [
        "The counterevidence preserves another explanation and keeps the outcome conditional."
      ],
      "claim_ids": [
        "claim-contrary-evidence"
      ]
    },
    {
      "eyebrow": "Application",
      "heading": "What practice must establish",
      "paragraphs": [
        "The implementation source identifies conditions that must be tested in practice."
      ],
      "claim_ids": [
        "claim-implementation-evidence"
      ]
    },
    {
      "eyebrow": "Disclosed scenario",
      "heading": "What the model can test",
      "paragraphs": [
        "The retrieved records establish context; they do not establish the scenario result.",
        "The sandbox changes disclosed operating inputs and recomputes comparative indices through a fixed public formula.",
        "Those movements are conditional illustrations, not measured company outcomes, causal findings or forecasts."
      ],
      "claim_ids": [
        "claim-model-productive-capacity",
        "claim-model-contribution-index",
        "claim-model-cash-pressure",
        "claim-model-quality-exposure",
        "claim-model-resilience-index"
      ]
    }
  ],
  "claims": [
    {
      "id": "claim-current-development",
      "text": "The current procurement record establishes the live operating question.",
      "classification": "observed",
      "source_ids": [
        "find_tender-66cad956d36f7550"
      ],
      "calculation_id": "",
      "boundary": "The cited source's scope, period and geography remain controlling."
    },
    {
      "id": "claim-official-market-data",
      "text": "The official market release supplies dated external context for the decision.",
      "classification": "observed",
      "source_ids": [
        "field-09bcdfe1d0411dd0bdde"
      ],
      "calculation_id": "",
      "boundary": "The cited source's scope, period and geography remain controlling."
    },
    {
      "id": "claim-mechanism-research",
      "text": "The cited research describes a mechanism relevant to the operating question.",
      "classification": "observed",
      "source_ids": [
        "field-39331504dc7f2db728ca"
      ],
      "calculation_id": "",
      "boundary": "The cited source's scope, period and geography remain controlling."
    },
    {
      "id": "claim-contrary-evidence",
      "text": "The counterevidence preserves another explanation and keeps the outcome conditional.",
      "classification": "observed",
      "source_ids": [
        "field-9bb9b142626eddc98720"
      ],
      "calculation_id": "",
      "boundary": "The cited source's scope, period and geography remain controlling."
    },
    {
      "id": "claim-implementation-evidence",
      "text": "The implementation source identifies conditions that must be tested in practice.",
      "classification": "observed",
      "source_ids": [
        "field-81a9a6bfe5cc5e80653a"
      ],
      "calculation_id": "",
      "boundary": "The cited source's scope, period and geography remain controlling."
    },
    {
      "id": "claim-conclusion-boundary",
      "text": "The current record opens “Why Unified Customer Relationship Management Needs Evidence Before Commitment”; the counterevidence keeps its outcome conditional.",
      "classification": "interpretation",
      "source_ids": [
        "find_tender-66cad956d36f7550",
        "field-9bb9b142626eddc98720"
      ],
      "calculation_id": "",
      "boundary": "The synthesis remains conditional on the cited scope, period and organisation-specific operating context."
    },
    {
      "id": "claim-model-productive-capacity",
      "text": "In the disclosed scenario, productive capacity moves as capacity gain, adoption drag and rework change.",
      "classification": "modelled",
      "source_ids": [],
      "calculation_id": "productive_capacity",
      "boundary": "A relative scenario index; it is not measured output or a forecast."
    },
    {
      "id": "claim-model-contribution-index",
      "text": "In the disclosed scenario, the contribution index moves with demand, price, productive capacity and fixed investment.",
      "classification": "modelled",
      "source_ids": [],
      "calculation_id": "contribution_index",
      "boundary": "A comparative scenario index before tax and finance; it is not profit."
    },
    {
      "id": "claim-model-cash-pressure",
      "text": "In the disclosed scenario, cash pressure moves with working-capital days, demand and fixed investment.",
      "classification": "modelled",
      "source_ids": [],
      "calculation_id": "cash_pressure",
      "boundary": "A directional scenario index; it is not a cash-flow forecast."
    },
    {
      "id": "claim-model-quality-exposure",
      "text": "In the disclosed scenario, quality exposure moves with rework, adoption drag and retention.",
      "classification": "modelled",
      "source_ids": [],
      "calculation_id": "quality_exposure",
      "boundary": "A directional scenario index; it is not an assurance assessment."
    },
    {
      "id": "claim-model-resilience-index",
      "text": "In the disclosed scenario, the resilience index moves with cash pressure, quality exposure and retention.",
      "classification": "modelled",
      "source_ids": [],
      "calculation_id": "resilience_index",
      "boundary": "A comparative scenario index; it is not organisational resilience certification."
    }
  ],
  "metrics": [
    {
      "id": "model-productive_capacity",
      "label": "Productive capacity",
      "value": "92.34",
      "unit": "index",
      "period": "one planning cycle",
      "classification": "modelled",
      "source_ids": [],
      "calculation_id": "productive_capacity",
      "formula": "productive_capacity = 100 × (1 + capacity_gain/100) × clamp(1 − adoption_drag/100, 0.2, 1.2) × clamp(1 − rework_rate/100, 0.2, 1.1)",
      "note": "A relative scenario index; it is not measured output or a forecast."
    },
    {
      "id": "model-contribution_index",
      "label": "Contribution",
      "value": "92.76",
      "unit": "index",
      "period": "one planning cycle",
      "classification": "modelled",
      "source_ids": [],
      "calculation_id": "contribution_index",
      "formula": "contribution_index = 100 × (1 + demand_change/100) × (1 + price_change/100) × productive_capacity/100 − fixed_investment × 0.35",
      "note": "A comparative scenario index before tax and finance; it is not profit."
    },
    {
      "id": "model-cash_pressure",
      "label": "Cash pressure",
      "value": "42.78",
      "unit": "index",
      "period": "one planning cycle",
      "classification": "modelled",
      "source_ids": [],
      "calculation_id": "cash_pressure",
      "formula": "cash_pressure = clamp((working_capital_days/45) × (1 + demand_change/100) × 38 + fixed_investment × 0.24, 0, 160)",
      "note": "A directional scenario index; it is not a cash-flow forecast."
    },
    {
      "id": "model-quality_exposure",
      "label": "Quality exposure",
      "value": "9.5",
      "unit": "index",
      "period": "one planning cycle",
      "classification": "modelled",
      "source_ids": [],
      "calculation_id": "quality_exposure",
      "formula": "quality_exposure = clamp(rework_rate + adoption_drag × 0.45 − retention_change × 0.20, 0, 100)",
      "note": "A directional scenario index; it is not an assurance assessment."
    },
    {
      "id": "model-resilience_index",
      "label": "Resilience",
      "value": "83.08",
      "unit": "index",
      "period": "one planning cycle",
      "classification": "modelled",
      "source_ids": [],
      "calculation_id": "resilience_index",
      "formula": "resilience_index = clamp(100 − cash_pressure × 0.28 − quality_exposure × 0.52 + retention_change × 0.45, 0, 120)",
      "note": "A comparative scenario index; it is not organisational resilience certification."
    }
  ],
  "calculations": [
    {
      "id": "productive_capacity",
      "label": "Productive capacity",
      "classification": "modelled",
      "formula": "productive_capacity = 100 × (1 + capacity_gain/100) × clamp(1 − adoption_drag/100, 0.2, 1.2) × clamp(1 − rework_rate/100, 0.2, 1.1)",
      "input_ids": [
        "capacity_gain",
        "adoption_drag",
        "rework_rate"
      ],
      "source_ids": [],
      "unit": "index",
      "boundary": "A relative scenario index; it is not measured output or a forecast."
    },
    {
      "id": "contribution_index",
      "label": "Contribution",
      "classification": "modelled",
      "formula": "contribution_index = 100 × (1 + demand_change/100) × (1 + price_change/100) × productive_capacity/100 − fixed_investment × 0.35",
      "input_ids": [
        "demand_change",
        "price_change",
        "productive_capacity",
        "fixed_investment"
      ],
      "source_ids": [],
      "unit": "index",
      "boundary": "A comparative scenario index before tax and finance; it is not profit."
    },
    {
      "id": "cash_pressure",
      "label": "Cash pressure",
      "classification": "modelled",
      "formula": "cash_pressure = clamp((working_capital_days/45) × (1 + demand_change/100) × 38 + fixed_investment × 0.24, 0, 160)",
      "input_ids": [
        "working_capital_days",
        "demand_change",
        "fixed_investment"
      ],
      "source_ids": [],
      "unit": "index",
      "boundary": "A directional scenario index; it is not a cash-flow forecast."
    },
    {
      "id": "quality_exposure",
      "label": "Quality exposure",
      "classification": "modelled",
      "formula": "quality_exposure = clamp(rework_rate + adoption_drag × 0.45 − retention_change × 0.20, 0, 100)",
      "input_ids": [
        "rework_rate",
        "adoption_drag",
        "retention_change"
      ],
      "source_ids": [],
      "unit": "index",
      "boundary": "A directional scenario index; it is not an assurance assessment."
    },
    {
      "id": "resilience_index",
      "label": "Resilience",
      "classification": "modelled",
      "formula": "resilience_index = clamp(100 − cash_pressure × 0.28 − quality_exposure × 0.52 + retention_change × 0.45, 0, 120)",
      "input_ids": [
        "cash_pressure",
        "quality_exposure",
        "retention_change"
      ],
      "source_ids": [],
      "unit": "index",
      "boundary": "A comparative scenario index; it is not organisational resilience certification."
    }
  ],
  "sandbox": {
    "formula_version": "growth-capacity-v1",
    "title": "Operating-condition scenario: Why Unified Customer Relationship Management Needs Evidence Before Commitment",
    "question": "What would have to remain true before “Why Unified Customer Relationship Management Needs Evidence Before Commitment” becomes a controlled action?",
    "boundary": "An educational comparison of disclosed operating conditions; it is not an observed baseline, causal estimate or forecast.",
    "horizon": "one planning cycle",
    "formulae": [
      "productive_capacity = 100 × (1 + capacity_gain/100) × clamp(1 − adoption_drag/100, 0.2, 1.2) × clamp(1 − rework_rate/100, 0.2, 1.1)",
      "contribution_index = 100 × (1 + demand_change/100) × (1 + price_change/100) × productive_capacity/100 − fixed_investment × 0.35",
      "quality_exposure = clamp(rework_rate + adoption_drag × 0.45 − retention_change × 0.20, 0, 100)",
      "cash_pressure = clamp((working_capital_days/45) × (1 + demand_change/100) × 38 + fixed_investment × 0.24, 0, 160)",
      "resilience_index = clamp(100 − cash_pressure × 0.28 − quality_exposure × 0.52 + retention_change × 0.45, 0, 120)"
    ],
    "assumptions": [
      "Every input is a disclosed scenario value selected for exploration, not an observed baseline.",
      "The formula expresses chosen directional relationships; it does not estimate causality.",
      "The output indices compare states inside this model and do not forecast an organisation's result."
    ],
    "inputs": [
      {
        "id": "demand_change",
        "label": "Demand change",
        "value": 5.0,
        "minimum": -50.0,
        "maximum": 100.0,
        "step": 1.0,
        "unit": "%",
        "meaning": "Scenario change in addressable demand."
      },
      {
        "id": "price_change",
        "label": "Price change",
        "value": 0.0,
        "minimum": -30.0,
        "maximum": 50.0,
        "step": 1.0,
        "unit": "%",
        "meaning": "Scenario change in achieved price."
      },
      {
        "id": "capacity_gain",
        "label": "Capacity gain",
        "value": 8.0,
        "minimum": -20.0,
        "maximum": 100.0,
        "step": 1.0,
        "unit": "%",
        "meaning": "Scenario change in usable operating capacity."
      },
      {
        "id": "adoption_drag",
        "label": "Adoption drag",
        "value": 10.0,
        "minimum": 0.0,
        "maximum": 100.0,
        "step": 1.0,
        "unit": "%",
        "meaning": "Share of potential capacity lost to adoption friction."
      },
      {
        "id": "rework_rate",
        "label": "Rework rate",
        "value": 5.0,
        "minimum": 0.0,
        "maximum": 50.0,
        "step": 1.0,
        "unit": "%",
        "meaning": "Scenario share of work requiring correction."
      },
      {
        "id": "fixed_investment",
        "label": "Fixed investment",
        "value": 12.0,
        "minimum": 0.0,
        "maximum": 100.0,
        "step": 1.0,
        "unit": "index points",
        "meaning": "Relative up-front investment burden."
      },
      {
        "id": "working_capital_days",
        "label": "Working-capital days",
        "value": 45.0,
        "minimum": 0.0,
        "maximum": 180.0,
        "step": 1.0,
        "unit": "days",
        "meaning": "Scenario delay between expenditure and cash recovery."
      },
      {
        "id": "retention_change",
        "label": "Retention change",
        "value": 0.0,
        "minimum": -50.0,
        "maximum": 50.0,
        "step": 1.0,
        "unit": "%",
        "meaning": "Scenario change in retained people or customers."
      }
    ],
    "outputs": [
      {
        "id": "productive_capacity",
        "label": "Productive capacity",
        "value": 92.34,
        "unit": "index",
        "direction": "higher",
        "explanation": "A relative scenario index; it is not measured output or a forecast."
      },
      {
        "id": "contribution_index",
        "label": "Contribution",
        "value": 92.757,
        "unit": "index",
        "direction": "higher",
        "explanation": "A comparative scenario index before tax and finance; it is not profit."
      },
      {
        "id": "cash_pressure",
        "label": "Cash pressure",
        "value": 42.78,
        "unit": "index",
        "direction": "lower",
        "explanation": "A directional scenario index; it is not a cash-flow forecast."
      },
      {
        "id": "quality_exposure",
        "label": "Quality exposure",
        "value": 9.5,
        "unit": "index",
        "direction": "lower",
        "explanation": "A directional scenario index; it is not an assurance assessment."
      },
      {
        "id": "resilience_index",
        "label": "Resilience",
        "value": 83.0816,
        "unit": "index",
        "direction": "higher",
        "explanation": "A comparative scenario index; it is not organisational resilience certification."
      }
    ],
    "sensitivity_note": "Move one disclosed input at a time to see which assumption changes the comparison first.",
    "switching_value": "Use the controls to locate the point at which the preferred direction changes; the interface reports a scenario boundary, not an observed threshold.",
    "alternative_explanation": "A different result may reflect input timing, scope or omitted conditions rather than the relationship tested here."
  },
  "implementation": [
    {
      "order": 1,
      "action": "Name the decision and its boundary.",
      "owner": "Named decision owner",
      "evidence": "Retained source packet",
      "measure": "Decision and boundary recorded",
      "review_point": "Qualification review"
    },
    {
      "order": 2,
      "action": "Test the operating condition against retained evidence.",
      "owner": "Named operating owner",
      "evidence": "Disclosed scenario and evidence register",
      "measure": "Switching condition recorded",
      "review_point": "Controlled operating review"
    },
    {
      "order": 3,
      "action": "Record the outcome and return the learning.",
      "owner": "Named evidence owner",
      "evidence": "Outcome and learning record",
      "measure": "Learning returned to the next decision",
      "review_point": "Learning review"
    }
  ],
  "unknowns": [
    "The organisation-specific operating baseline is not established.",
    "Transfer of the cited mechanism to this organisation is not tested here."
  ],
  "sources": [
    {
      "id": "find_tender-66cad956d36f7550",
      "lane": "current-development",
      "family": "procurement-record",
      "publisher": "Find a Tender OCDS",
      "title": "Unified Customer Relationship Management System and Contact Centre Platform",
      "url": "https://www.find-tender.service.gov.uk/Notice/081648-2026",
      "published_at": "2026-08-27T09:49:58+00:00",
      "retrieved_at": "2026-08-27T12:02:10.332063+00:00",
      "evidence_type": "official procurement notice",
      "authority_class": "primary",
      "geography": "United Kingdom",
      "reference_period": "",
      "licence": "Open Government Licence v3.0",
      "digest": "4357837631623508fd2adb5304da85987f7e1251484df8c75066cf0c12373fb3",
      "summary": "** Not a call for Competition** Liverpool City Region Combined Authority is conducting PME to gain insight to what solutions are on the market…",
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      "access_state": "verified",
      "date_basis": "retained-record",
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      "family": "ons.gov.uk",
      "publisher": "Office for National Statistics",
      "title": "Business insights and impact on the UK economy - Office for National Statistics",
      "url": "https://www.ons.gov.uk/businessindustryandtrade/business/businessservices/bulletins/businessinsightsandimpactontheukeconomy/24september2026",
      "published_at": "2026-09-23",
      "retrieved_at": "2026-09-25T09:01:34.659839+01:00",
      "evidence_type": "official business conditions statistical release",
      "authority_class": "primary",
      "geography": "United Kingdom",
      "reference_period": "",
      "licence": "Linked source; no full-text republication",
      "digest": "55ab1bf8fd1420ce90e402ce65c2774baa373c2c768c42767b216a65cbf1755b",
      "summary": "Business insights and impact on the UK economy - Office for National Statistics Business insights and impact on the UK economy: 24 September 2026…",
      "current_trigger": false,
      "access_state": "verified",
      "date_basis": "source-page",
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      "family": "pmc.ncbi.nlm.nih.gov",
      "publisher": "PubMed Central",
      "title": "Factors that influence the implementation of e-health: a systematic review of systematic reviews (an update) - PMC",
      "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC5080780/",
      "published_at": "2026-09-25T09:01:34.659839+01:00",
      "retrieved_at": "2026-09-25T09:01:34.659839+01:00",
      "evidence_type": "peer-reviewed systematic review of systematic reviews",
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      "digest": "0c02c7df5a8874c00dbe14c449e01c205fe1d80e7d8139bbf1abd5e57ce7590b",
      "summary": "[…] Data synthesis The original review had used a thematic approach to analysing and synthesising the data, together with an analysis based on normalization…",
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      "title": "Factors influencing firms’ adoption of advanced technologies: A rapid evidence review - GOV.UK",
      "url": "https://www.gov.uk/government/publications/barriers-and-enablers-to-advanced-technology-adoption-for-uk-businesses/factors-influencing-firms-adoption-of-advanced-technologies-a-rapid-evidence-review",
      "published_at": "2025-06-02",
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      "digest": "33ea8e21b892a8df48b295473b18dc698ea74527b12bc1469b8e9eb25b1b7b38",
      "summary": "[…] The 11 main factors we identify, each consisting of a series of enablers and barriers, are: It is interesting to note that many…",
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      "title": "How to set performance metrics for your service - Service Manual - GOV.UK",
      "url": "https://www.gov.uk/service-manual/measuring-success/how-to-set-performance-metrics-for-your-service",
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      "digest": "c0b4494fde82e7931ee87718e6160b3e03c36252b3671e411965412ef341a726",
      "summary": "[…] You’ll also need your own to fully understand whether your service is working for users and to communicate its performance to your organisation.",
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  ],
  "related_routes": [
    {
      "label": "Market",
      "url": "/market/",
      "reason": "Inspect the connected market state."
    },
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    },
    {
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  "visual": {
    "image": "/media/editions/fields/decision-file-2026-w39-why-unified-customer-relationship-management-needs-evidence-before/field-study.webp",
    "og": "/media/editions/fields/decision-file-2026-w39-why-unified-customer-relationship-management-needs-evidence-before/field-study-og.jpg",
    "alt": "A deterministic radial evidence field showing distinct source lanes for the study Why Unified Customer Relationship Management Needs Evidence Before Commitment.",
    "grammar": "Each spoke is one cited source. Gold marks the current trigger; cyan the market baseline; blue mechanism research; rose implementation evidence; and green contrary evidence. arc length reflects the number of accepted sources in that lane. Motion on the page scans this fixed edition and does not imply changing data.",
    "source_ids": [
      "find_tender-66cad956d36f7550",
      "field-09bcdfe1d0411dd0bdde",
      "field-39331504dc7f2db728ca",
      "field-9bb9b142626eddc98720",
      "field-81a9a6bfe5cc5e80653a"
    ]
  },
  "provenance": {
    "version": "field-studies-2.0",
    "generated_at": "2026-09-25T09:01:34.659839+01:00",
    "source_window_days": 14,
    "source_packet_digest": "d72aed172084e850c09ddd75bdaf2ddc7382cd32f615721a6cb13d72b55d0219",
    "retrieval_status": "current primary trigger plus cited external research lanes",
    "correction_history": [],
    "data_url": "/data/field/studies/decision-file-2026-w39-why-unified-customer-relationship-management-needs-evidence-before.json",
    "method_url": "/briefings/method/"
  },
  "living_week": "2026-W39",
  "living_phase": "application",
  "revision": 3,
  "update_history": [
    {
      "phase": "signal",
      "updated_at": "2026-09-21T09:05:22.867925+01:00",
      "label": "Signal opened"
    },
    {
      "phase": "evidence",
      "updated_at": "2026-09-23T09:00:14.046818+01:00",
      "label": "Evidence tested"
    },
    {
      "phase": "application",
      "updated_at": "2026-09-25T09:01:34.659839+01:00",
      "label": "Decision file completed"
    }
  ]
}