Public institutions are judged less on whether a decision turned out well and more on whether it was reasonable on the evidence available at the time. Civiq.plus keeps that evidence, its confidence, and the approval trail attached to the decision itself.
Append-only
Audit history
4 classes
Data classification
13 roles
Default role model
Versioned
Model weights and prompts
The problem
These are the patterns that come up most often in scoping conversations for this kind of organisation.
A decision is recorded but the evidence behind it, and how confident that evidence was, is scattered across email and slide decks nobody can reconstruct a year later.
An estimate with wide uncertainty becomes a single number in a briefing note, and the caveat does not survive the second retelling.
Who approved what, on what basis, and whether the compliance review actually happened is reconstructed after the fact rather than recorded as it went.
Model-generated summaries and drafts circulate without a record of which model, which data scope, or whether a human reviewed them.
Capabilities
An agenda object connects a problem to verified sources, the intended action, proof points, constraints and target indicators.
Approvals, broadcasts, status changes and agent runs are written to an append-only history that cannot be quietly edited.
Agents are registered, permissioned, versioned and audited. High-impact material does not publish without an explicit approval.
Public, internal, confidential and restricted classes each carry default controls, retention and access rules.
Analysis, approval and compliance sit in different roles, so the person producing a recommendation is not the one clearing it.
Every alert and recommendation exposes its evidence, contributing signals and confidence rather than asserting a conclusion.
Outcomes
“We were not asked whether the decision was right. We were asked to show what we knew when we made it.”
The question most institutional reviews actually ask
See how Civiq.plus can help your teams make better decisions, faster.
