Strong first-task signals
- The same content format is produced weekly or monthly.
- Approved facts, notes or records already exist somewhere reliable.
- Editors repeat the same gathering and formatting work.
- There is a clear review and publishing step.
Content production automation
Automate recurring content production
Content production can be automated when the source material, format and checks repeat. ThreeDayAI can collect approved inputs, organise them into a review-ready draft and place that draft in the publishing tool. A person still reviews accuracy, tone and timing before anything goes live.
Quick fit check
Is this the right task to automate?
The best content automations have consistent source material and a repeatable output. The system prepares the work, while an editor owns what is published.
Usually not the first build
- The goal is to publish unsupervised opinions or technical claims.
- Source material cannot be verified.
- Every output needs a completely different creative concept.
- The team has not agreed on audience, format or approval ownership.
Map. Build. Prove.
One task, three clear phases
The first release automates the preparation loop, not editorial responsibility. It is built around a defined content type and a visible approval state.
Map the source and format
Choose approved inputs, define the output structure, brand checks and the editor who approves it.
Build the preparation loop
Gather source material, draft the content and place it in the team’s existing review or campaign tool.
Prove the editorial handoff
Test factual grounding, missing inputs, revisions and the point where a person approves publication.
Human checkpoint
Automation with an accountable decision point
The system can gather, organise and draft. A person remains accountable for factual accuracy, tone, legal or technical sensitivity and the final decision to publish.
Editorial control
Nothing publishes just because a draft was generated.
Built around your tools
Keep the stack. Remove the repetition.
The workflow can sit across the places where source material, drafts and campaign approvals already live.
- Microsoft 365
- SharePoint
- Word
- Google Drive
- Google Docs
- Notion
- OpenAI
- Klaviyo
- HubSpot
- WordPress
Direct answers
Questions before the first call
Clear scope comes before software. These answers explain where the first release starts and where human ownership stays.
What parts of content production can be automated?
Recurring collection, categorisation, first-draft creation, brand checks, formatting and placement into a review tool are often good candidates. Original strategy, sensitive claims, nuanced editing and final publication normally remain human responsibilities.
Will the content sound generic?
It should not if the workflow uses approved source material, a defined format and real review feedback. The first release is tested against examples the team considers on-brand. The system prepares a reviewable draft rather than pretending to replace editorial judgement.
How much does a Workflow Fix cost?
Typical first engagements are A$3,500 to A$8,000. We quote the actual workflow, including its rules, exceptions, data sensitivity and acceptance tests, not app connections. The implementation plan and fixed-scope quote are prepared during the initial call.
Will every automation be delivered in three days?
No. Qualified, bounded scopes may use the focused three-day delivery model. Larger or higher-risk work is reduced to a reliable first release, split into phases or quoted separately before any build begins.
Bring one repeated task
Leave with a buildable plan
In 30 minutes, leave with a first-release implementation plan, fixed-scope quote, savings estimate and estimated first-year ROI.