TrustTrust · Integrity
Research output trust and market integrity
How we verify sources, detect manipulation risks, and keep every analytical output traceable and auditable.
How we verify sources, detect manipulation risks, and keep every analytical output traceable and auditable — aligned with client governance and compliance review workflows.
Source provenance and verification
- URL-only source referencing with AI-generated independent summaries — original content is not republished
- Multi-source cross-checking with conflict flagging and source-reputation scoring
- Retrieval metadata aligned with existing trust, data quality, and compliance review workflows
Manipulation and content-safety defence
- Manipulation-pattern detection across market data and public source inputs
- LLM-injection screening for ingested text payloads with content-safety classification
- Anomaly thresholds configurable for client governance, review policies, and internal risk controls
Audit and responsible-use trails
- Per-output version history, source references, and retrieval metadata
- Model version records, confidence notes, and risk-flag trails on every analytical output
- Exportable for client governance, internal audit, compliance review, and responsible-use oversight
Need the full evidence pack?
Request our comprehensive trust pack containing the security whitepaper, available SOC 2 Type II programme artefacts (subject to programme status), data processing agreement template, sub-processor list, and penetration test executive summary. Available to prospective and current customers under NDA.