They share one memory, so nothing is said twice
Three layers: directive, orchestration, execution
These are the exact automations we deploy inside Botonomy — the Agentic Marketing OS. Not chatbots and not dashboards: end-to-end workflows that research, decide, and execute so a small team can operate like a large one.
Most marketing tools tell you what to do and leave the doing to you. Agentic workflows close that loop — they read the intent, make the call, take the action, and hand a human only the decisions that genuinely need one. Here are the five we run every day.
The manual way /
A senior specialist spends a week crawling a site, triaging issues in spreadsheets, and hand-writing a fix list — then it is stale the moment traffic shifts.
The agentic workflow /
A crawl swarm classifies 200+ issue types across the whole domain, scores every finding by traffic impact × severity, and ships a P1–P4 backlog with acceptance criteria attached.
The outcome /
A defensible, prioritised audit in hours — not weeks — that a team can act on the same day.
The manual way /
Ideas sit in a doc. A writer drafts, an editor reviews, someone schedules, someone else cuts the social posts. Every hand-off is a place work stalls.
The agentic workflow /
Intent classification → a SERP-grounded brief → draft → a compliance QA gate → CMS publish → platform-native social variants — one approval, end to end.
The outcome /
Publish at a real cadence without adding headcount, and never ship past the quality gate.
The manual way /
Someone has to watch every post, spot the people asking for the resource, and DM them a link one by one — so most of that intent is never captured.
The agentic workflow /
A keyword in a comment triggers an instant private-reply DM delivering the asset, and the commenter is captured as a tracked lead in the CRM — automatically, around the clock.
The outcome /
Every engaged comment becomes a captured lead. (This guide? You likely got it by commenting a word on one of our posts. That is workflow #3, running live.)
The manual way /
Budget quietly bleeds into losing ads between the weekly dashboard checks, and the fix always lands a few days too late.
The agentic workflow /
Live campaign performance is scored against your real unit economics — CPL, ROAS, fatigue — and under-performers are flagged (or paused) before they burn the budget.
The outcome /
Ad spend protected continuously, with no one babysitting the dashboard.
The manual way /
Channels get judged on clicks and impressions because tying spend to actual revenue means a painful monthly spreadsheet reconciliation.
The agentic workflow /
GA4 ↔ Stripe attribution runs continuously, produces an honest strategist memo, and ranks the next experiments to run — grounded in dollars, not vanity metrics.
The outcome /
You know what actually drives revenue, and the system tells you what to do more of.
Book a strategy session and we will map which of these workflows moves your numbers first.
▸ Curious how the whole system fits together? See the plans →
Book a strategy session