[
  {
    "id": "S1",
    "title": "Global Financial Stability Report: Resilience, Risk, and Transformation",
    "publisher": "IMF",
    "date": "October 2026",
    "url": "https://www.imf.org/en/publications/gfsr/issues/2026/10/13/global-financial-stability-report-october-2026/",
    "finding": "The IMF identifies liquidity mismatch, leverage and concentrated exposures as financial-stability vulnerabilities.",
    "limitation": "System-level analysis, not a forecast for any individual portfolio.",
    "confidence": "High; official report overview"
  },
  {
    "id": "S2",
    "title": "Revised Recommendations for Liquidity Risk Management for Collective Investment Schemes",
    "publisher": "IOSCO",
    "date": "May 2025",
    "url": "https://www.iosco.org/library/pubdocs/pdf/IOSCOPD798.pdf",
    "finding": "Liquidity governance should document decision criteria, data, responsibilities, controls and escalation.",
    "limitation": "Recommendations are not a substitute for applicable local rules; original PDF indexed text retrieved, direct fetch restricted.",
    "confidence": "Medium-high; official indexed document"
  },
  {
    "id": "S3",
    "title": "2025 Global InvestOps Report",
    "publisher": "SimCorp / WBR Insights",
    "date": "2025; survey conducted late 2024",
    "url": "https://www.simcorp.com/resources/insights/white-papers-and-reports/2025-global-investops-report",
    "finding": "60% of 200 surveyed buy-side operations leaders identified inability to manage multiple assets in one view as a primary front-office challenge.",
    "limitation": "Vendor-sponsored survey; 200 respondents across North America, EMEA and APAC; not a census or a 2026 measurement.",
    "confidence": "High for the reported survey; representativeness limited"
  },
  {
    "id": "S4",
    "title": "SimCorp accelerates front-office innovation",
    "publisher": "SimCorp",
    "date": "3 September 2026",
    "url": "https://www.simcorp.com/about-us/news/2026/simcorp-accelerates-front-office-innovation",
    "finding": "SimCorp describes continued investment in connected front-office capabilities across SimCorp One.",
    "limitation": "Company announcement; product claims not independently benchmarked.",
    "confidence": "High for announced activity"
  },
  {
    "id": "S5",
    "title": "AI-enabled enhancements at SS&C Deliver",
    "publisher": "SS&C",
    "date": "23 September 2026",
    "url": "https://investor.ssctech.com/news-releases/news-release-details/ssc-technologies-unveils-portfolio-ai-enabled-enhancements",
    "finding": "SS&C announced AI-enabled enhancements using its governance and orchestration foundation.",
    "limitation": "Company announcement; does not establish demand for this domain.",
    "confidence": "High for announced activity"
  },
  {
    "id": "S6",
    "title": "Asset Management",
    "publisher": "Broadridge",
    "date": "Undated; accessed 13 November 2026",
    "url": "https://www.broadridge.com/who-we-serve/asset-management",
    "finding": "Broadridge presents investment operations, distribution intelligence and regulatory communications as asset-management capabilities.",
    "limitation": "Supplier product descriptions, not evidence of comparative performance.",
    "confidence": "High for stated offering"
  },
  {
    "id": "S7",
    "title": "Global Demand Model Annual Trends Report 2026",
    "publisher": "Broadridge",
    "date": "2026; exact day not displayed",
    "url": "https://www.broadridge.com/insights/global-demand-model-annual-trends-report-2026",
    "finding": "The public summary covers growth, private markets, active ETFs and distribution strategy.",
    "limitation": "Landing-page summary only; no gated research findings or forecasts reproduced.",
    "confidence": "High for public summary"
  },
  {
    "id": "S8",
    "title": "Solutions overview",
    "publisher": "SS&C",
    "date": "Undated; accessed 13 November 2026",
    "url": "https://www.ssctech.com/solutions",
    "finding": "The published catalogue spans investment accounting, fund services, portfolio tools, analytics and reporting.",
    "limitation": "Provider descriptions; not a comprehensive independently assessed directory.",
    "confidence": "High for listed capabilities"
  }
]