Review and approve,
at scale.
Agents do the work; humans stay in control. Triage by what actually needs a person, clear hundreds of safe items in one auditable pass, and resolve the hard ones attribute by attribute.
AI at scale creates review at scale.
When agents enrich tens of thousands of records, a queue of low-confidence and conflicting outputs piles up behind them. Reviewing every item by hand doesn’t scale; approving them blind isn’t safe. You need to separate the safe-to-approve from the genuinely-needs-a-human.
Triage, bulk-approve, inspect.
The review console sorts agent output by risk, clears safe items by deterministic rule, and gives reviewers full context on the rest — every action auditable and reversible.
- Auto-eligible vs. needs-human
- Cross-source conflict detection
- Stale-run surfacing (>14 days)
- Deterministic confidence + freshness rules
- Source allowlist & missing-attribute gates
- Reversible for 24 hours
- Side-by-side source comparison
- Confidence per attribute
- Full, exportable audit trail
A 12,618-item review backlog gets sorted into 282 safe-to-approve and 9,573 needs-human — cleared in hours, not weeks, every action reversible.
Governance, made operational.
Human-in-the-Loop is Fidelity at work — the approval queues, policies, and audit trails that make every other Paladio product safe to run in production.
Every product runs on the same foundation.
Keep humans in control at scale.
Put a reversible, auditable review layer in front of every agent — and clear the safe work automatically.