2026-10-22-sources
{
"schema_version": "1.0",
"collection": "Knauf Digital audience context",
"accessed_at": "2026-10-22",
"method": "Web search discovery followed by direct page open/read. Source cards preserve concise evidence and limits; full copyrighted pages are not mirrored.",
"event_agenda_authority": "User-supplied agenda and presenter brief in this chat; not externally verified",
"sources": [
{
"id": "K01",
"title": "Careers at Knauf — About Knauf Digital",
"publisher": "Knauf Digital GmbH",
"url": "https://career.knaufdigital.com/",
"source_type": "official company website",
"publication_date": null,
"accessed_at": "2026-10-22",
"read_status": "direct page successfully opened and relevant text read",
"evidence_location": "About Knauf Digital, lines 92–94 in retrieved page",
"supports": [
"Global commercial digital mandate",
"Marketing, sales and service focus"
],
"limitations": [
"Employer-brand context, not an operating plan",
"Does not establish visitor remit or budgets"
],
"card": "2026-10-22-K01-knauf-digital-mandate.md"
},
{
"id": "K02",
"title": "Werkstudent im Bereich Product & System Data (m/w/d)",
"publisher": "Knauf Digital GmbH",
"url": "https://career.knaufdigital.com/jobs/8308112-werkstudent-im-bereich-product-system-data-m-w-d",
"source_type": "official live job advertisement",
"publication_date": null,
"accessed_at": "2026-10-22",
"read_status": "reached from current official vacancy list and direct page read",
"evidence_location": "Das erwartet dich, lines 64–73 in retrieved page",
"supports": [
"PIM/DAM rollout work",
"Product classification and publishing work",
"Standardisation and quality improvement responsibilities"
],
"limitations": [
"Hiring responsibilities do not prove production deployment scope",
"No named technology vendor or AI implementation"
],
"card": "2026-10-22-K02-product-system-data.md"
},
{
"id": "K03",
"title": "Access exclusive digital solutions via myKnauf",
"publisher": "Knauf UK & Ireland",
"url": "https://knauf.com/en-GB/our-tools/myknauf",
"source_type": "official product/service page",
"publication_date": null,
"accessed_at": "2026-10-22",
"read_status": "direct page successfully opened and tool sections read",
"evidence_location": "Benefits and tools sections, lines 99–145 in retrieved page",
"supports": [
"Public customer workflows include system information, projects, orders and BIM data checks"
],
"limitations": [
"UK page; do not generalise availability globally",
"Does not establish LLM implementation"
],
"card": "2026-10-22-K03-myknauf-tools.md"
},
{
"id": "K04",
"title": "Alles auf knauf.com",
"publisher": "Knauf Gips KG",
"url": "https://tools.knauf.de/presse/alles-auf-knauf-com.html",
"source_type": "official press release",
"publication_date": "2024-03-21",
"accessed_at": "2026-10-22",
"read_status": "direct page successfully opened and release read",
"evidence_location": "Press release, lines 44–52 in retrieved page",
"supports": [
"2024 relaunch brings product information and documents together",
"myKnauf integration context"
],
"limitations": [
"German relaunch announcement, not proof of global backend unification",
"Current implementation details may differ"
],
"card": "2026-10-22-K04-knauf-com-relaunch.md"
},
{
"id": "K05",
"title": "Knauf Insulation celebrates launch of Knauf.com Online Platform",
"publisher": "Knauf Insulation / Knauf Malaysia",
"url": "https://knauf.com/en-MY/news/knauf-insulation/knauf-website-launch",
"source_type": "official product/platform announcement",
"publication_date": null,
"accessed_at": "2026-10-22",
"read_status": "direct page successfully opened and features read",
"evidence_location": "Key features, lines 56–70 in retrieved page",
"supports": [
"APAC product/document discovery",
"Document search/filtering by language"
],
"limitations": [
"No publication date displayed; copy references moving into 2025",
"No language count or workload volumes"
],
"card": "2026-10-22-K05-multilingual-documents.md"
},
{
"id": "K06",
"title": "Trafford & Eccles Housing Project, Manchester",
"publisher": "Knauf Insulation / Knauf UK & Ireland",
"url": "https://knauf.com/en-GB/case-studies/knauf-insulation/trafford-eccles-housing-project-manchester",
"source_type": "official company case study",
"publication_date": null,
"accessed_at": "2026-10-22",
"read_status": "direct page successfully opened and solution description read",
"evidence_location": "Our Solution & Products Involved, lines 102–110 in retrieved page",
"supports": [
"Public applied AI/ML example in measured building performance"
],
"limitations": [
"Company-reported pilots",
"Not LLM inference-cost evidence",
"Does not establish visitor ownership"
],
"card": "2026-10-22-K06-building-performance-ml.md"
},
{
"id": "K07",
"title": "Knauf builds a more connected and responsive supply chain with Blue Yonder",
"publisher": "Blue Yonder",
"url": "https://blueyonder.com/customers/knauf",
"source_type": "primary technology-partner customer story",
"publication_date": null,
"accessed_at": "2026-10-22",
"read_status": "direct page successfully opened and customer story read",
"evidence_location": "Business challenge and solution, lines 331–365 in retrieved page",
"supports": [
"AI-supported demand/supply planning context",
"Phased transformation narrative",
"Future targets explicitly labelled"
],
"limitations": [
"Vendor-authored commercial case study",
"No publication date displayed",
"Targets are not achieved results",
"No independent ROI or model-cost data"
],
"card": "2026-10-22-K07-supply-chain-context.md"
},
{
"id": "K08",
"title": "Michael Rosskopf to Lead Knauf's Gypsum Business Across DACH",
"publisher": "Knauf Group",
"url": "https://knauf.com/en/newsroom/michael-rosskopf-assumes-leadership-knauf-gypsum-dach",
"source_type": "official corporate press release",
"publication_date": "2026-09-24",
"accessed_at": "2026-10-22",
"read_status": "direct page successfully opened; corporate profile paragraph read",
"evidence_location": "Knauf Group corporate profile, line 37 in retrieved page",
"supports": [
"2025 group footprint: approximately 43,500 employees, over 90 countries, EUR 15.3bn sales"
],
"limitations": [
"Group figures, not Knauf Digital figures",
"Not an estimate of AI opportunity",
"2025 figures must not be mixed with 2024 EUR 15.6bn revenue"
],
"card": "2026-10-22-K08-current-group-scale.md"
}
],
"excluded_or_discovery_only": [
{
"url": "https://knauf.com/en/the-new-knauf-com",
"reason": "Search result available but direct open returned 404; replaced with successfully read K04 and K05"
},
{
"url": "https://media.blueyonder.com/knauf-builds-an-autonomous-supply-chain-with-blue-yonder/",
"reason": "Search snippet dated 2025-02-11, but direct open returned 404; not used as a verified read source"
},
{
"description": "Syndicated AI Platform / AI Strategist vacancies",
"reason": "Not established on current official vacancy list; not used to infer a deployed internal AI platform"
},
{
"url": "https://www.clearobject.com/knauf-clearvision-case-study/",
"reason": "Vendor ROI headline not needed for session tailoring; not treated as independently verified cost-saving evidence"
}
]
}