Embedded discovery
We work directly with the team to learn how the organization actually runs, not how the process is described in a deck or requirements doc.
Generalized browser agents that operate on real sites, stay reviewable, and make execution visible. No hidden APIs, no demo scaffolding, no black box handoff.
The default view is the OFAC fanout, because that is where the parallel execution matters most. The SAR flow stays available as a second tab instead of competing for equal weight on the page.
Seven customer subjects were distributed across two successful browser tranches. The view below shows both sessions at once, so the concurrency is obvious without forcing the viewer to infer it from a composite output.
Total runtime collapses to the slowest tranche instead of the sum of all work. The extra local-demo rate-limit came from shared IP egress; production sandboxes isolate that path.
The agent completes the repetitive work inside BSA E-Filing and stops at the point where a human reviewer should take over. The system does the preparation; the institution keeps control of the legal act.
A forward-deployed services engagement starts with us working inside the organization, learning the workflows, and identifying where agents can reduce manual work, improve reliability, and create cleaner operational boundaries.
We work directly with the team to learn how the organization actually runs, not how the process is described in a deck or requirements doc.
At the end of the engagement, we deliver a report covering the agent opportunities worth building, what should stay human-controlled, and where workflows should be better separated.
We provide estimated integration costs for the recommended work and stay involved to help with rollout, implementation decisions, and any adjacent needs that come up.