Short answer
“Live” and “declarative” describe different things. Live describes freshness: how recently information reflects work. Declarative describes collection: information a person states, such as a role, skill, goal, survey response, or recent conversational account. A recent employee conversation can be both live and declarative. A system-observed event can be current without explaining why it happened.
Use two axes, not a false opposition
| Declared by a person | Observed in a system or process | |
|---|---|---|
| Current or recent | An employee describes a handover problem this week | This week's missed handover timestamp or queue time |
| Older or slower to refresh | A skill self-assessment completed last year | A completed course or historical absence record |
The table shows why these terms cannot substitute for each other. A current conversation may supply useful declared context. A current operational metric may show that something changed. Neither establishes a cause or a judgment about a person without further review.
The practical question is which combination a decision needs. A formal record can be authoritative for a role or completed course. A recent account can identify a question worth exploring. An observed measure can test whether a change is visible. A decision owner should state the limits of each.
A fictional example
A fictional engineering company sees that several employees completed a new training module. That record is useful, but a manager also hears that the new design-review process causes delays. Before assuming the training failed, the manager asks for recent examples, checks when the process changed, and confirms the team's decisions. They find the review template is unclear, update it, and return to the issue after the next project cycle.
The manager did not use a conversation to overwrite the training record. They used both forms of evidence to test a practical explanation.
A small decision checklist
- What decision are we trying to make?
- Which structured record is authoritative?
- What recent context is necessary, and who should be asked?
- Who may see the context and who owns the action?
- When will the team review the action without retaining unnecessary detail?
Where Lontra fits
Lontra can help employees and managers prepare a work conversation and keep an agreed next action available for follow-up. It does not make a record current, determine a cause, or replace the HR system that owns formal data.
For a broader framework, see people analytics beyond dashboards.