Research platform legal terms for fair public-interest analysis.
Research platform legal terms explain how Observed compares lawful public information with recognised benchmarks while maintaining clear legal, ethical, publication and correction boundaries. They also define what the platform does not do, including providing legal advice, making findings of wrongdoing or using private investigation methods.
Research platform legal terms distinguish accountable comparison from legal verdicts.
Observed’s role is to examine lawful public information, classify public signals, apply independent benchmarks and explain what the comparison can responsibly show. These research platform legal terms do not permit conclusions about guilt, liability, motive or legal wrongdoing.
No legal advice
Observed does not provide legal advice, legal representation or legal findings. People and organisations should seek independent legal advice where legal rights, risk or proceedings are involved.
No findings of wrongdoing
Observed does not state that an organisation is guilty, corrupt, unlawful or responsible for misconduct. Outputs identify public signals, benchmark alignment, limitations and accountability questions.
No private investigation
Observed does not conduct surveillance, impersonate people, access private databases, seek covert recordings, use hacked material or obtain information unlawfully.
Four safeguards sit at the centre of the model.
These safeguards reduce risk, support fairness and keep the work from becoming unsupported allegation or reputational attack.
What Observed will and will not publish.
Publication is only appropriate where the analysis remains evidence-based, benchmarked, proportionate and within the methodology.
Published work must compare public signals with disclosed frameworks, not present accusation as fact.
Published work must be source-cited and based on lawful public material.
Confidence ratings, evidence gaps, contradictions and limitations must be made clear.
Published work must not become revenge content, harassment, personal targeting or inflammatory campaign material.
Research platform legal terms require source diversity for named findings.
Named-organisation findings are suppressed unless signals are drawn from enough independent source types. A concentration of signals from a single source type, including multiple anonymous reviews on one platform, does not meet the threshold regardless of volume.
This protects against thinly sourced findings, small-sample identification, single-source patterns and confidence ratings that exceed what the available evidence can support.
Some matters require legal review before publication.
Legal review may be required where a matter carries heightened publication risk, relies on sensitive material or involves circumstances where the consequences of publication may be significant.
Review may be triggered by allegations of misconduct, anonymous signals without strong corroboration, active legal or employment disputes, politically sensitive or publicly funded organisations, legal correspondence, or matters involving vulnerable people or heightened privacy risk.
Legal review may result in narrower language, further evidence checking, additional right-of-response steps, suppressed findings, paused publication or withdrawal.
No named-organisation output leaves the system without human sign-off.
AI may support collection, classification, benchmark comparison and draft synthesis. Under the research platform legal terms, human review remains accountable for interpretation, wording, publication and withdrawal.
Source verification
Every signal must be linked to a specific, accessible, attributable and dated source before it can support a finding.
Language review
Language must remain comparative, cautious and proportionate. Accusatory or verdict-style wording is not acceptable.
Publication decision
Publication only proceeds once right of response, legal triggers, conflict checks and proportionality have been assessed.
Correction and withdrawal under the research platform legal terms.
Published work is not treated as immutable. Any person or organisation may submit a correction request where they believe an output contains an error, omission, changed circumstance or methodological problem.
The request should identify the specific finding challenged and provide supporting evidence or public source material.
The challenge is assessed against the original sources, confidence rating, limitations and publication decision.
The review asks whether new information changes the finding, confidence rating or required limitation.
Published material may be left unchanged, clarified, corrected, updated or withdrawn.
Some matters do not belong in this model.
Observed may decline or refer a matter where the purpose, evidence base or risk profile does not fit the public-interest research model.
Bad-faith or retaliatory matters
Requests motivated by revenge, harassment, reputational attack or personal targeting are outside the model.
Private disputes without public interest
Matters that do not raise an organisational accountability question may be better suited to another pathway.
Insufficient public evidence
Where lawful public sources are too weak, narrow or unavailable, the matter may be held, narrowed or declined.
Unlawful or unsafe material
Hacked, leaked, private, covert, unattributable or unsafe material is excluded from the evidence model.
Personal targeting
Observed analyses organisational patterns and public accountability questions, not campaigns against natural persons.
Better handled elsewhere
Matters may be referred to legal, employment, regulatory, safety, union, complaints or support pathways where more appropriate.
External reference points help anchor the safeguards.
Where relevant, Observed’s policy safeguards sit alongside external legal, privacy, official-information and workplace-risk reference points, including the Privacy Act principles, the Defamation Act 1992, official information request guidance and WorkSafe psychosocial risk guidance.
These references do not make Observed a legal advisor, regulator or health and safety authority. They help anchor the model in recognised public accountability, privacy and workplace-risk frameworks.
Have a concern that may fit the public-interest research model?
Review the methodology, evidence standards, research process and research platform legal terms before submitting a request. The initial assessment determines whether the matter fits Observed’s public-interest evidence model.