Delta ArcSource register
A public ledger of the evidence behind the report desk—including sponsor class, reference date and the limitation that travels with each source.
Organization author: Delta Arc · Accountable publisher: Michael Davis, Founder of Delta Arc · AI-assisted workflows disclosed under the editorial standard
Read the class before the claim.
Official statistics, standards guidance, qualitative central-bank records, industry programs and vendor-sponsored surveys answer different questions. Delta Arc labels the class so a useful source does not become a stronger claim than its method allows.
Report 01, Prediction Markets Entering 2027, maintains its 13-source register inside the report and PDF. The registers below cover reports 02–05.
Demand Intelligence Entering 2027
- Government statistical programupdated September 10, 2026U.S. Census Bureau — Business Trends and Outlook Survey data
National employer-business indexes and AI-use views; survey definitions and revisions matter.
- Government statistical releaseSeptember 2, 2026U.S. Census Bureau — Manufacturers' Shipments, Inventories, and Orders — July 2026
Aggregate manufacturing-demand context; not account-level evidence.
- Vendor-sponsored surveyFebruary 3, 2026Salesforce — State of Sales Report for 2026
Double-anonymous survey of 4,050 sales professionals in 21 countries; directional, not a government estimate.
- Vendor-sponsored surveyaccessed September 29, 2026HubSpot — The State of Sales in 2026
Surveys and interviews with 1,000+ sales and revenue professionals; sponsor and sample remain material context.
- Standards terminologyaccessed September 29, 2026NIST CSRC — Data governance — glossary definition
Defines formal management, authority and decision parameters for enterprise data.
- Government standards guidance2026NIST — Joint Frameworks Data Governance and Management Profile Concept Paper
Connects data quality, ethics and lifecycle activities with privacy, cybersecurity and AI risk.
- Government business guidanceaccessed September 29, 2026Federal Trade Commission — Protecting Personal Information: A Guide for Business
Data minimization, access and retention guidance; not individualized legal advice.
- Government risk frameworkaccessed September 29, 2026NIST — Privacy Framework
Voluntary enterprise privacy-risk framework.
- Government oversight reportDecember 2020U.S. Government Accountability Office — Data Governance: Agencies Made Progress...
Evidence that governance structures, maturity and data literacy affect data quality and use.
- Central-bank qualitative recordSeptember 2, 2026Federal Reserve — Beige Book — August 2026 National Summary
District-contact evidence; qualitative and explicitly not a statement of Federal Reserve views.
CRM Signal Integrity Entering 2027
- Vendor-sponsored surveyFebruary 3, 2026Salesforce — State of Sales Report for 2026
Double-anonymous survey of 4,050 sales professionals across 21 countries.
- Standards terminologyaccessed September 29, 2026NIST CSRC — Data governance — glossary definition
Defines enterprise data authority and formal management.
- Government standards guidance2026NIST — Joint Frameworks Data Governance and Management Profile Concept Paper
Data quality, ethics and lifecycle management across privacy, cybersecurity and AI.
- Government cybersecurity guidanceaccessed September 29, 2026CISA — Use Logging on Business Systems
Logging, monitoring, access protection and retention practices.
- Government risk frameworkupdated 2026NIST — AI Risk Management Framework
Voluntary Govern, Map, Measure and Manage framework; revision is underway.
- Government technical profileJuly 26, 2024NIST — Artificial Intelligence Risk Management Framework: Generative AI Profile
Cross-sectoral companion to AI RMF 1.0 for generative AI risks and actions.
- Government business guidanceaccessed September 29, 2026Federal Trade Commission — Protecting Personal Information: A Guide for Business
Minimization, least privilege, retention and disposal.
- Government risk frameworkaccessed September 29, 2026NIST — Privacy Framework
Voluntary privacy-risk management across the data lifecycle.
- Government oversight reportDecember 2020U.S. Government Accountability Office — Data Governance: Agencies Made Progress...
Governance structures, maturity and data literacy as data-quality controls.
- Vendor-sponsored surveyaccessed September 29, 2026HubSpot — The State of Sales in 2026
Survey and interview program covering 1,000+ sales and revenue professionals.
- International standard overviewaccessed September 29, 2026ISO — ISO/IEC 25012:2008 Data quality model — public overview
Public scope and terminology only; full standard is not reproduced.
Industrial AI Entering 2027
- Government statistical analysisMay 26, 2026U.S. Census Bureau — Large Firms With at Least 20 Employees Biggest AI Users
BTOS analysis with disclosed question change and observed firm-size differences.
- Government research publicationJuly 3, 2026NIST — 2026 Roadmap on Artificial Intelligence and Machine Learning for Smart Manufacturing
Industrial AI applications, foundations, barriers and research directions.
- Government research programupdated July 17, 2026NIST — Augmented Intelligence for Manufacturing Systems
Metrology, physics and AI for machine monitoring and prediction.
- Government workshop recordMay 27–28, 2026NIST — Artificial Intelligence for Manufacturing Workshop
Trust, physical AI, data infrastructure, interoperability and human-machine teaming topics.
- Government research overviewaccessed September 29, 2026NIST — Digital Twins
Definitions, use cases, economic estimates and standards work.
- Government research publicationJuly 21, 2026NIST — Digital Twins Workshops Summary Report
Industry and research priorities for trustworthy, scalable manufacturing twins.
- Government research programupdated May 7, 2026NIST — Advanced Informatics and AI for Additive Manufacturing
Process assurance, digital threads, twins and AI in additive manufacturing.
- Government technical profileJuly 26, 2024NIST — AI Risk Management Framework: Generative AI Profile
Cross-sectoral generative-AI risk profile and suggested actions.
- Government research programupdated July 2, 2026NIST — Human/Machine Teaming for Manufacturing Digital Twins
Human-centered access to digital twins and complex manufacturing tools.
- Government risk frameworkupdated 2026NIST — AI Risk Management Framework
Voluntary Govern, Map, Measure and Manage framework.
- Government program description2026U.S. Department of Energy — Reenvisioning Advanced Manufacturing and Industrial Productivity
Industrial AI, real-time data, digital twins and human-in-the-loop decision support.
U.S. Manufacturing Demand Entering 2027
- Government statistical releaseSeptember 2, 2026U.S. Census Bureau — Manufacturers' Shipments, Inventories, and Orders — July 2026
Full M3 report; seasonally adjusted aggregate measures subject to revision.
- Government advance statistical releaseSeptember 25, 2026U.S. Census Bureau — Advance Durable Goods — August 2026
Advance estimates; full report and revisions follow.
- Industry association order programAugust 10, 2026AMT — The Association For Manufacturing Technology — 2026 Manufacturing Technology Orders Set Half-Year Record
USMTO value and unit context; not a government statistical program.
- Central-bank statistical releaseSeptember 18, 2026Federal Reserve Board — Industrial Production and Capacity Utilization — August 2026
Output and capacity measures with revisions and technical definitions.
- Government statistical releaseSeptember 3, 2026U.S. Bureau of Labor Statistics — Productivity and Costs — Second Quarter 2026, Revised
Quarterly productivity, output, hours and unit-labor-cost estimates.
- Government statistical releaseSeptember 4, 2026U.S. Bureau of Labor Statistics — Employment Situation — August 2026
Establishment and household surveys; preliminary monthly estimates.
- Central-bank qualitative recordSeptember 2, 2026Federal Reserve — Beige Book — August 2026 National Summary
Contact-based district observations, not a statement of Federal Reserve officials' views.
- Government statistical program overviewJune 1, 2026U.S. Bureau of Economic Analysis — Fixed Assets Accounts
Productive capital stocks, investment and depreciation.
- Government statistical releaseAugust 26, 2026U.S. Bureau of Economic Analysis — GDP Second Estimate — Q2 2026
Economy-wide growth and investment context; later estimates may revise the data.
- Industry association surveySeptember 2026National Association of Manufacturers — Third Quarter 2026 Manufacturers' Outlook Survey
Respondent expectations and challenges; not an official national forecast.
- Government statistical programupdated September 10, 2026U.S. Census Bureau — Business Trends and Outlook Survey data
Biweekly employer-business conditions and expectations.