CiCi is an evaluation and decision-support system. Its outputs are only as representative and decision-relevant as the study design, scenarios, signal rules, participant sample, and product configuration behind them.
CiCi does not automatically establish
- Legal or regulatory compliance
- Safety across every user, context, or future product version
- Absence of bias or harmful outcomes
- Causal business impact
- Generalizability beyond the recorded study boundaries
- Human behavior from APM simulation alone
- That a shared report was opened, read, or accepted without an observed event
Common interpretation errors
- Reading not measured as 0%
- Presenting modeled behavior as observed human behavior
- Treating an MIA hypothesis as a proven business outcome
- Quoting a magnitude that CiCi suppressed for insufficient precision
- Treating a completed run as a validated study
- Using a draft report as a confirmed governance record
Access model for the current pilot
Pilot workspaces are operated as single-owner workspaces. Do not represent the current product as supporting multi-seat workspace membership until that authorization model is released and documented.
Use qualified professionals and domain-specific review where decisions carry legal, medical, financial, safety, eligibility, or other high-stakes consequences.
