Use cases

Forward-deployed, by vertical.

Where we've put deterministic, agentic automation into production — and what's coming next. Every deployment runs on the customer's own infrastructure, private and human-gated.

Verticals

Sales & Revenue Ops

Live

Deterministic pipeline reporting, outreach tracking, and revenue ops — every count and dollar computed by tools, not guessed by a model.

4 use cases ›

Web & Digital Presence

Live

SEO, GEO, and website operations — starting with keeping translated pages current for search and AI crawlers, in every locale.

1 use case · on the Nucleus site ›

Pharma & Biotech

Coming soon

Regulated workflows, data checks, and reporting automation — with a human gate on every consequential step.

In progress

Finance

Coming soon

Reconciliation, reporting, and operational automation where determinism and auditability are non-negotiable.

In progress