Data Use Policy

Last Updated: August 15, 2026

This Data Use Policy describes the principles OrgXData applies when collecting, receiving, processing, analyzing, retaining, sharing, transforming, or deleting information used in research, organizational intelligence, data systems, analytical workflows, and related activities.

This policy is intended to establish clear boundaries between what information is available, what information is appropriate to process, and what conclusions may responsibly be drawn from it.

1. Purpose Limitation

Information should be collected, accessed, processed, retained, shared, and deleted according to a defined and legitimate purpose.

Before material processing occurs, OrgXData seeks to establish:

The purpose for which the information is being used
The scope of the activity
The categories of information required
The systems or tools authorized to process it
Any applicable contractual, legal, ethical, security, or confidentiality obligations
Appropriate retention expectations
The individuals responsible for material decisions

The fact that information is technically accessible does not automatically mean that every possible use of that information is appropriate.

Information should not be repurposed for materially different activities without considering whether the new use is consistent with the original purpose, applicable obligations, and appropriate authorization.

2. Data Minimization

OrgXData seeks to use information proportionate to the purpose of a particular activity.

Where practical, workflows should avoid collecting, exposing, duplicating, transmitting, or retaining information that is not reasonably necessary for the intended analysis or function.

The existence of additional available data does not, by itself, justify collecting or processing it.

When the same objective can reasonably be accomplished using less sensitive, less identifying, aggregated, redacted, or otherwise reduced information, those alternatives should be considered.

3. Classification Before Processing

Information should be evaluated and, where appropriate, classified before it is submitted to external systems, artificial intelligence tools, third-party platforms, collaborative environments, or other processing services.

Relevant classifications may include:

Public information
Internal information
Restricted information
Confidential information
Personal information
Sensitive information
Local-only information
Contractually restricted information
Information requiring professional or legal review

Classification is a pre-processing control, not a retrospective one.

An AI system or third-party processor cannot determine whether it was authorized to receive information only after that information has already been disclosed to it.

Where uncertainty exists, the more protective handling approach should be used until the information’s appropriate classification and permitted processing scope have been established.

4. AI and Third-Party Processing

OrgXData may use artificial intelligence systems, software platforms, cloud services, APIs, analytical tools, and other third-party technologies as part of research and operational workflows.

The use of such systems does not eliminate the responsibility to determine whether particular information is appropriate for external processing.

Before sensitive or restricted information is transmitted to an external processor, appropriate consideration should be given to:

The purpose of the processing
The sensitivity of the information
Whether identifying information can be removed
The processor’s role and access
Applicable confidentiality obligations
Data retention and deletion practices
Security considerations
Contractual restrictions
Whether the information should remain local
Whether human authorization is required

Where appropriate, information should be redacted, de-identified, summarized, aggregated, or otherwise minimized before external processing.

5. Human Responsibility and Decision Authority

Automated systems may assist with classification, extraction, analysis, comparison, synthesis, prioritization, modeling, or recommendation.

They do not replace human responsibility for material decisions.

Where a decision may significantly affect an individual, organization, legal position, professional determination, public representation, or other consequential outcome, appropriate human judgment and review should remain part of the process.

Material decisions should be attributable to an authorized person or defined organizational process rather than being treated as decisions made independently by an AI system.

6. Provenance and Processing History

Material findings should retain sufficient information to understand where they came from and how they were produced.

Depending on the nature of the work, relevant provenance information may include:

Original source
Source URL or record reference
Publication or retrieval date
Source organization
Original data or document identifier
Processing steps
Material transformations
Analytical methods
AI-assisted processing
Human review
Subsequent corrections or revisions
Current review status

Where information has been transformed, summarized, combined, inferred, or modeled, the resulting material should not be presented in a way that obscures the distinction between the original source and subsequent analysis.

7. Uncertainty and Evidence Status

OrgXData recognizes that not all information carries the same degree of certainty.

Where material to interpretation, research outputs should distinguish between categories such as:

Directly observed information
Publicly verified evidence
Reported information
Derived information
Analytical inference
Estimated information
Simulation or modeling
Proposed information
Unverified information
Information requiring further validation

Material findings should, where appropriate, preserve:

Supporting sources
Confidence or certainty
Known limitations
Missing information
Conflicting evidence
Assumptions
Review status

A conclusion should not be presented with greater certainty than the supporting evidence reasonably allows.

8. Source Quality and Verification

Public availability does not necessarily establish accuracy, completeness, relevance, or reliability.

Information may originate from sources with different levels of authority, methodology, recency, and evidentiary value.

Where material conclusions depend on external information, OrgXData seeks to consider factors such as:

Source authority
Directness of the evidence
Publication date
Independent corroboration
Known limitations
Conflicts between sources
Whether the source is primary or derivative
Whether subsequent information may have superseded it

Important findings may require independent verification before they are relied upon for consequential decisions.

9. Access and Need-to-Know Principles

Access to non-public or sensitive information should be limited according to legitimate operational or research needs.

Where appropriate, access controls should reflect:

The individual’s role
The purpose of access
The sensitivity of the information
The systems involved
Applicable authorization
The duration for which access is required

Having technical access to information does not necessarily establish authorization to use it for every purpose.

10. Retention and Deletion

Information should not be retained indefinitely solely because storage is available.

Retention decisions should consider:

The purpose for which the information was collected
Continuing research or operational need
Legal or contractual requirements
Security considerations
Historical or evidentiary value
Whether the information remains accurate and relevant
Whether retaining the information creates unnecessary risk

When information is no longer reasonably required and no continuing obligation justifies retention, it should be deleted, anonymized, archived under appropriate controls, or otherwise disposed of according to the applicable process.

11. Sharing and Disclosure

Information should be shared only when the disclosure is consistent with the intended purpose, appropriate authorization, information classification, and applicable obligations.

Before sharing non-public or sensitive information, consideration should be given to:

Who will receive it
Why they require it
What portion of the information is necessary
Whether identifying information can be removed
Whether further redistribution is permitted
Whether contractual or confidentiality restrictions apply

Where practical, the minimum necessary information should be disclosed for the intended purpose.

12. Corrections, Updates, and Version History

Research information and organizational data may change over time.

When material information is corrected, superseded, disputed, or materially updated, OrgXData may preserve sufficient version history to distinguish earlier information from the current state.

Corrections should not be obscured in a manner that creates a misleading representation of the research record.

Where a prior conclusion depended materially on information later determined to be incorrect or incomplete, the associated analysis should be reconsidered where reasonably practicable.

13. Separation of Source Data and Analysis

OrgXData seeks to maintain meaningful distinctions between:

Source material
Structured data
Analytical transformations
Human interpretation
AI-generated or AI-assisted output
Simulation
Recommendations
Final determinations

The transformation of source material into an analytical output does not convert an inference into a verified fact.

Similarly, an AI-generated summary, classification, relationship, or recommendation should not be treated as independently verified evidence merely because it was produced by an automated system.

14. Sensitive and High-Risk Information

Additional care should be applied when information could create elevated privacy, security, legal, reputational, or other risks.

Depending on context, this may include information concerning:

Personal identity
Authentication credentials
Financial information
Health-related information
Precise location
Employment records
Legal matters
Private communications
Minors
Security vulnerabilities
Confidential organizational information
Other information subject to heightened restrictions

The appropriate controls depend on the source, purpose, context, applicable obligations, and consequences of unauthorized disclosure or misuse.

15. Security and Integrity

Reasonable safeguards should be applied to protect information against unauthorized access, disclosure, alteration, destruction, or inappropriate use.

Security controls should be proportionate to the sensitivity and importance of the information being processed.

Where feasible, data workflows should also preserve the integrity of records so that material changes, transformations, or corrections can be identified and understood.

16. Policy Exceptions

There may be circumstances in which a standard data-handling practice cannot reasonably be followed.

Material exceptions should be:

Necessary for a defined purpose
Appropriately authorized
Limited in scope
Documented where appropriate
Subject to additional safeguards when necessary

Exceptions should not become an informal means of bypassing established data-use controls.

17. Relationship to Other OrgXData Policies

This Data Use Policy should be read together with other applicable OrgXData policies and notices, including the:

Privacy Policy
Terms of Service
Any applicable research methodology, security, confidentiality, or information-governance standards

The Privacy Policy primarily describes information practices affecting website visitors and users.

This Data Use Policy addresses the broader governance of information used within OrgXData research, analytical, technical, and organizational workflows.

18. Changes to This Policy

OrgXData may revise this Data Use Policy as its research methods, data systems, technologies, organizational practices, or applicable requirements evolve.

The Last Updated date at the top of this page identifies the most recent revision.

19. Contact

Questions concerning this Data Use Policy or OrgXData information-governance practices may be submitted through the contact information provided on the OrgXData website.

Website: https://orgxdata.com