Customer stories
One responsibility each. Held over time.
Six agents, each given a job that never really finishes. What each one watches, what it does without being asked, and where it stops and waits for a person.
These are representative scenarios that show how the agent operates, not accounts of named customers.
Customer Support
Mira at Northstar Tools
A 14-person hardware SaaS company with one support lead and customers across three time zones.
The responsibility
Resolve routine tickets overnight and keep humans focused on refunds, bugs, and enterprise accounts.
What it watches
Inbox, helpdesk queues, chat, knowledge base updates
How it works
- •Classifies every incoming request by urgency, customer tier, and topic.
- •Searches docs, previous tickets, and product notes before drafting a reply.
- •Returns to unresolved requests and asks for human review on refunds, access changes, and other sensitive decisions.
Content Engine
Jonas at Fieldnote Labs
A technical founder who needs consistent product-led content without hiring a full editorial team.
The responsibility
Run a publishing pipeline that keeps researching, drafting, updating, and measuring articles.
What it watches
Search trends, competitor pages, analytics, editorial calendar
How it works
- •Finds topics, builds briefs, drafts articles, and prepares social snippets.
- •Routes drafts for approval and schedules accepted pieces for publishing.
- •Schedules a return to published articles, checks engagement, and proposes updates when results change.
Sales Follow-Up
Priya at LumaOps
A B2B operations platform where inbound leads arrive from ads, webinars, and partner pages.
The responsibility
Prevent qualified leads from stalling because nobody followed up at the right time.
What it watches
Forms, demo requests, CRM changes, email replies
How it works
- •Enriches new leads and scores them against your ideal customer profile.
- •Uses contact history to prepare a relevant message and schedule its next check.
- •Returns to unanswered leads, adapts when a reply arrives, and updates the CRM without a fresh prompt.
Ad Operations
Mateo at BrightCart
An ecommerce team running paid acquisition with fast-moving budgets and weekly creative tests.
The responsibility
Continuously monitor spend, creative fatigue, campaign anomalies, and landing page performance.
What it watches
Ad platforms, budgets, conversion events, landing page analytics
How it works
- •Checks ROAS, CPA, spend pacing, and campaign anomalies on a schedule.
- •Creates budget-change recommendations and flags underperforming creatives.
- •Returns after approved changes to check results and prepare the next recommendation.
DevOps and SRE
Elena at StackHarbor
A small platform team responsible for deploys, uptime, customer alerts, and routine fixes.
The responsibility
Triage incidents and routine maintenance without waiting for someone to notice every alert.
What it watches
Deploys, alerts, logs, GitHub issues, uptime checks
How it works
- •Groups alerts, inspects logs, and compares incidents with past fixes.
- •Creates tickets, drafts runbook steps, and opens pull requests for simple fixes.
- •Schedules follow-up checks and keeps stakeholders updated until the incident is resolved.
Back Office
Sam at Atlas Kitchens
A multi-location service business with invoices, vendor emails, receipts, and weekly reporting.
The responsibility
Automate recurring operational work across finance, inventory, and vendor coordination.
What it watches
Invoices, receipts, inventory changes, vendor emails
How it works
- •Extracts data, reconciles records, and checks exceptions against policy.
- •Creates approval tasks for anything outside the normal operating range.
- •Follows up on missing records and returns to open exceptions before the next reporting cycle.