Scale trust operations without scaling headcount

Champ agents work your moderation queue the way a trained reviewer does: they open the flagged listing, profile, or report, gather supporting evidence from your admin tools and external sources, apply your written policy, and take the action it calls for. Routine decisions resolve automatically; ambiguous or high-stakes cases escalate to your team with the evidence already assembled, so a human decision takes seconds instead of twenty minutes.

Yes — multi-system investigation is where agents outperform rules engines. A single Champ workflow can pull signals from your risk console, payments processor, support tickets, and public records in parallel, then assemble the linked-account picture into one case file. Work that takes an analyst hours of tab-switching completes in minutes, and it runs on every case rather than only the ones a human has time for.

Rules engines only catch patterns you already wrote down, and traditional RPA uses brittle scripts that break the moment an admin tool or external site changes its UI. Champ uses AI agents that understand context, adapt when a page changes, handle exceptions intelligently, and make judgment calls like a skilled reviewer. When a site redesigns overnight, Champ adapts. RPA breaks.

Champ works with any web-based system through browser automation — your internal admin console, risk and fraud platforms, payment processors, support desks, state and county business registries, licensing authorities, and competitor sites with no public API. We don't depend on pre-built API connectors, so if your team can reach it in a browser, Champ can work it.

Most marketplace workflows are live within 2-4 weeks. We handle implementation — you provide your policies and tool access, and we build and validate in shadow mode alongside your existing reviewers until accuracy matches or beats the human baseline before Champ takes over any queue.