Creative and marketing
AI Agents for Content Operations
AI Agents for Content Operations is most useful when content teams and agencies need repeatable work handled consistently without losing human control. DH79 maps the workflow, builds private AI agents, connects the right tools, sets approval gates and runs the system as a managed service. The starting point is not a generic AI demo. It is a narrow operational workflow such as research, follow-up, content, meeting preparation, CRM updates, admin or monitoring, launched carefully and improved each month.
Who this is for
- content teams and agencies with repeatable research, briefing, drafting or follow-up work.
- Teams that need more output without lowering standards or losing approval control.
- Businesses that want agents to support creative operations rather than replace creative judgement.
The business problem
Content operations often break around intake, research, briefs, repurposing, approvals and publishing handoff. AI helps when it supports the pipeline, not when it simply produces more generic drafts. The important test is whether the work is frequent enough, valuable enough and controlled enough for an agent to help without hiding risk. DH79 starts with a narrow workflow because useful agents need clear inputs, clear outputs and a named human owner.
Example workflow
An agent receives a call transcript or outline, creates a brief, drafts channel-specific versions, checks brand rules, prepares CMS fields and flags anything needing human editorial review. The workflow is designed so the agent prepares, drafts, summarises or monitors, while a human remains responsible for approval where judgement, reputation, compliance or customer trust is involved.
What DH79 sets up
- A workflow map from source material to draft output and approval.
- A private workspace with brand examples, audience notes and approved references.
- Agent instructions for the specific creative or marketing task.
- Review gates, logs and monthly refinement of quality.
What the AI agents can do
- Create briefs and outlines
- Repurpose long-form content
- Prepare publishing checklists
- Summarise approvals and comments
What tools they can connect to
- Google Drive, SharePoint, Dropbox and Notion
- Slack, Teams, Gmail, Outlook and calendars
- CMS, social scheduling, CRM and project management tools where scoped
- Transcripts, call recordings, briefs, research links and brand documents
What stays human
- Editorial judgement
- Claims, compliance and brand voice approval
- Final publish decisions
DH79 deliberately avoids promising fully autonomous business judgement. The safest commercial gains usually come from agents preparing the work, making gaps visible and giving humans better drafts, summaries and reminders.
First 30 days
- Choose one high-friction content or campaign workflow.
- Load approved examples and define what good output looks like.
- Run the agent on real calls, notes or source material in draft-only mode.
- Review quality, tighten tone and decide what content operation to add next.
Safety and GDPR-aware controls
- Client names, confidential details and claims are flagged for review.
- External publishing remains human approved.
- Agents use scoped source material rather than unrestricted business access.
- Tone and brand rules are made explicit, then reviewed monthly.
Pricing and scope
DH79's managed package starts from £5,000/month inside an agreed operating scope. Work that needs unusual volume, specialist integrations or regulated review is scoped before launch so costs and responsibilities are clear.
How to judge whether this should be your first agent
A good first agent is not the most exciting idea in the business. It is the workflow with clear inputs, repeatable steps, visible mistakes and a human owner who can approve the output. For ai agents for content operations, DH79 looks for a task where the agent can create briefs and outlines, connect only to google drive, sharepoint, dropbox and notion, and leave editorial judgement with a person. That makes the pilot easier to measure and safer to improve.
- Bring two or three real examples of the current workflow, including a strong example and a messy edge case.
- Decide who owns approval, who receives the draft or summary, and what would count as a useful first-month result.
- Start with a draft, research, preparation, triage or monitoring task before allowing any agent to take external action.
FAQs
Can DH79 set up ai agents for content operations without our team managing prompts?
Yes. DH79 maps the workflow, builds the agent instructions and private workspace, connects the agreed tools, sets approval rules, monitors usage and improves the system. Your team should understand the operating rules, but it should not have to manage tokens, hosting or prompt maintenance.
What should stay under human approval?
External messages, legal or financial commitments, sensitive client communication, medical or regulated judgement, unusual edge cases and anything that could affect reputation should remain human reviewed unless a narrower approval policy is agreed.
How quickly can the first workflow go live?
A narrow first workflow is normally designed during the first month. The first 30 days focus on workflow audit, data and tool access, agent build, controlled testing, team feedback and a decision on what to improve or add next.
How does DH79 reduce risk?
DH79 uses scoped permissions, least-privilege access, human approval gates, logs, draft-only modes for sensitive work, clear escalation rules and monthly review. The aim is useful operational leverage without handing important judgement to an unsupervised system.
Is this suitable for content teams and agencies?
It is most suitable when content teams and agencies have repeatable research, drafting, preparation, follow-up, admin or monitoring work and want a managed service rather than a DIY platform. If the first use case is too vague, DH79 starts by narrowing it into a controlled pilot.
Want to know which AI agents your business should build first?
Book a short AI operations call and we'll map the fastest, safest starting point for your business.
Book the AI operations call