Research
Gather and organize the context relevant to the question.
Agents / Participants, not principals
Agents contribute. People decide.
Within LIBA IQ, agents are participants in a governed workflow. Each contribution is recorded as advisory input to an accountable human decision.
No autonomous execution.
Analyze
Work through evidence and calculations, citing what they used.
Challenge
Test assumptions and present the strongest counter-case.
Surface risk
Make downside, uncertainty and missing evidence explicit.
Recommend
Prepare a recommendation for human review—never a final decision.
Every contribution, attributable.
The Decision Record keeps agent contributions distinct from human judgment, so reviewers can see what was recommended, what was changed and who approved it.
Agent capabilities are being introduced in stages within supported workflows. LIBA IQ does not claim agents that act on their own or change production systems.