Use cases

Governed tools, doing real work.

Nucleus provides governed access to the company's systems, and Dispatch runs the work against them on a schedule. These are jobs the two already run in production, each with the numbers from the live system.

Web & Digital Presence

Flatten Cache Freshness

Keeps the translated prerender cache that search and AI crawlers read up to date, across every locale. An hourly requeue, a six-hourly sitemap sweep across six locale domains, and a Slack report on every outcome. Anyone with access can set it up, from Claude, a phone or Slack.

99.84% current across 20,728 URLs · versus 23.8% on a hand-built cron job · 0 model calls

In production ›

Sales & Customer Migration

Customer Migration

A sales team moves a legacy customer base onto a new platform from Claude. They use 45 governed tools that know which rep is asking, a daily batch of targets picked by rule, follow-ups researched before they're drafted, and every claim and note recorded under the rep who made it.

45 tools · per-rep identity · every write approved · nothing to install

In production ›

Lead Enrichment with Protolyth

Every lead is enriched, with free screens before paid lookups, and observed in a real browser. Contentions block the send until they're resolved, and each lead is followed from the first email to a paid subscription. It began as tools in Claude and is now a team app hosted by Nucleus.

533 leads exported · 0 blocking issues · 289 lookups cut to 45

In production ›

Engineering & Custom MCP Servers

Self-Hosted Jira in Claude

Claude's Jira connector targets Jira Cloud, and this team runs Jira on its own servers. Instead of a local server on every laptop, a Nucleus developer built one hosted, multi-tenant Jira MCP server. Everyone connects with their own token and acts as themselves, and any self-hosted Jira can use it.

team-ready in under 2 weeks · 15 tools · per-person tokens · nothing installed locally

In production ›

For revenue-operations automation built on the same tools (pipeline reports, outreach drafting, logging from chat), see the Dispatch use cases ›