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AI & OPERATIONS USE CASES

Ten ways to remove the repetitive work without removing the thinking.

These examples show how connected systems can reduce repetitive work, improve consistency, and give agency teams more time for strategy, judgement, and client relationships.

USE CASE 01

Organic Social Media Content System

Google SheetsClaudeAnthropic APILoomly

One connected system for planning, creating, checking, approving, and scheduling organic content at scale.

Google Sheets becomes the control centre for every client. Brand rules, content pillars, campaign priorities, publishing requirements, and the full monthly plan live in one place. No hunting through folders. No mystery prompts.

Claude works through the Anthropic API using each client’s actual context. It builds the plan as a whole, rather than generating twenty unrelated posts and hoping they somehow look intentional.

Content ideas and post concepts
Captions, hooks, and calls to action
Hashtags and visual direction
Platform-specific variations
Approval-ready content calendars
Checks for repetition, missing pillars, tone, and brand fit

Once approved, the content is formatted and moved into Loomly for scheduling, collaboration, and client approval. The team handles the judgement. The system handles the repetition.

Best suited to agencies managing organic social media across multiple clients, brands, platforms, and approval chains.

USE CASE 02

Automated Proposal Creation

HubSpotFireflies.aiGoogle Slides

Because a good discovery call should lead to a proposal, not two hours of slide assembly.

Fireflies.ai captures the conversation and pulls out what actually matters: goals, challenges, priorities, objections, requested services, timelines, and commercial context.

The system combines that with the contact, company, and deal data already stored in HubSpot. It then builds a tailored proposal in an approved Google Slides template, using the agency’s structure, positioning, language, and visual identity.

Client context and business challenges
Recommended solution and scope
Deliverables and timeline
Pricing options
Relevant service modules
Next steps

The sales team receives a strong first draft to review and sharpen. Not an empty deck with a deadline attached.

Best suited to agencies creating customised proposals after discovery calls and wanting faster, more consistent follow-up.

USE CASE 03

Automated Client Onboarding System

HubSpotTypeformGoogle WorkspaceClickUpMake

A signed agreement should start the relationship, not start an internal scavenger hunt.

When a deal is marked as won in HubSpot, the correct onboarding flow begins automatically. The client receives a tailored Typeform for business information, brand assets, account access, project requirements, contacts, goals, and approval preferences.

The workflow changes with the service purchased, so every client receives the right forms, documents, tasks, and communications. Standardised where it should be. Specific where it matters.

Create the client folder structure in Google Drive
Generate onboarding documents from approved templates
Create the client project in ClickUp
Assign tasks, owners, deadlines, and milestones
Store essential client information in one place
Send internal and client-facing onboarding emails
Flag missing information or access before it becomes a problem

Clients know what to provide. The team knows what happens next. Delivery can begin without chasing access across six email threads.

Best suited to agencies onboarding multiple clients across different services, teams, and delivery models.

USE CASE 04

SEO Content Operations System

AhrefsGoogle Search ConsoleGoogle SheetsClaudeWordPress

Connect research, performance data, production, and publishing into one SEO system that knows what it is doing next.

The system brings together keyword opportunities from Ahrefs, performance data from Google Search Console, existing site content, and the approved SEO strategy.

Opportunities are prioritised by search demand, current position, commercial relevance, content gaps, and realistic potential. Claude then uses the approved data and brand rules to support planning and production without turning SEO into a content factory.

SEO briefs and article structures
Keyword clusters and search-intent summaries
Internal-linking recommendations
Metadata and frequently asked questions
Content refresh recommendations
First drafts for human review
Flags for declining pages, cannibalisation, and near-page-one opportunities

Approved content can move into WordPress while the full pipeline remains visible in Google Sheets or the agency’s project management system. Everyone can see what is being created, why it matters, and what is waiting for approval.

Best suited to agencies managing SEO strategy and content production across multiple sites or client accounts.

USE CASE 05

Automated Client Reporting System

Google AdsMeta AdsGoogle Analytics 4Looker StudioSlack

Reporting should explain what happened. Copying numbers into slides does not count.

The system brings advertising, website, and conversion data into one standardised reporting environment. Each client sees the metrics that matter to their campaigns, not every number a platform happens to provide.

AI-generated commentary turns the data into a useful account of what changed, what worked, what needs attention, and what the team recommends next. The strategist still owns the interpretation. They just do not have to write the same opening paragraph twelve times.

Advertising spend and conversions
Cost per lead and cost per acquisition
Return on advertising spend
Website traffic and conversion rate
Channel and campaign performance
Month-over-month changes
Progress against targets
Alerts for unusual changes, missed targets, or tracking issues

Reports can be delivered through email or Slack, with the live Looker Studio dashboard available when deeper analysis is needed.

Best suited to agencies managing paid media, website performance, and recurring reporting across multiple accounts.

USE CASE 06

CRM Follow-Up & Lead Management

HubSpotCalendlyGmailFireflies.aiMake

The lead should not disappear because someone forgot to set a reminder.

The system connects enquiries, booked calls, meeting outcomes, and CRM activity into one follow-up workflow. When a lead enters HubSpot or completes a discovery call, the next action is created from the deal stage and the actual conversation.

Fireflies.ai extracts commitments, objections, timelines, and requested information. HubSpot remains the source of truth. The sales team does not have to reconstruct the opportunity from memory three days later.

Create and update contacts, companies, and deals
Assign leads to the right owner
Generate personalised follow-up drafts
Schedule reminders and sales tasks
Send booking links or requested materials
Flag stalled opportunities
Trigger nurture paths by service, budget, or readiness
Keep deal records updated after each interaction

The sales team handles the relationship. The system remembers everything else.

Best suited to agencies with a growing pipeline, multiple sales stages, or inconsistent follow-up between discovery and close.

USE CASE 07

Paid Media Campaign Operations System

Meta AdsGoogle AdsClickUpGoogle SheetsClaudeMake

One operating system for campaign intake, production, launch, review, and optimisation. Because ‘it is somewhere in Slack’ is not a workflow.

The process starts with an approved brief covering the audience, offer, objectives, budget, channels, messaging, creative requirements, and tracking. The system turns it into production tasks, review stages, launch checks, and platform-ready campaign inputs.

Claude supports copy variations, angle development, creative briefs, and quality checks. ClickUp or Google Sheets keeps status, ownership, and dependencies visible to everyone involved.

Campaign and ad-set naming conventions
Copy variations and creative direction
Asset requests and production tasks
Tracking and landing-page checks
Approval and launch checklists
Budget pacing reviews
Performance alerts and optimisation tasks
Testing logs for audiences, offers, and creative

The process becomes repeatable without pretending that strategy, targeting, and creative judgement can be reduced to a checkbox.

Best suited to agencies running recurring paid media campaigns across multiple clients, platforms, and specialists.

USE CASE 08

Internal Knowledge Assistant

Google DriveNotionSlackClaude or OpenAIMCP

Give the team one place to ask operational questions and receive answers grounded in the company’s actual knowledge. Revolutionary, apparently.

The assistant connects to approved SOPs, service information, templates, policies, project resources, and internal documentation stored in Google Drive or Notion.

Team members ask questions through Slack or another familiar interface. The system retrieves the relevant material, gives a concise answer, and links back to the source instead of confidently inventing company policy.

How a process should be completed
Where a template or document is stored
Which service or scope applies to a request
How to handle common client situations
What was agreed in internal documentation
Which policies or quality standards apply
What information is missing before work can proceed

Access can be limited by role, team, client, or document collection, so people get useful answers without gaining access to everything the company has ever created.

Best suited to growing agencies where knowledge is spread across folders, tools, documents, and a few dangerously indispensable people.

USE CASE 09

Meeting-to-Action Workflow

Fireflies.aiSlackClickUpHubSpotMake

A meeting should create progress, not another transcript nobody opens.

After an internal or client meeting, Fireflies.ai captures the transcript and summary. The system identifies decisions, action items, owners, deadlines, risks, unresolved questions, and client commitments.

The information is routed according to the meeting type. Delivery actions become ClickUp tasks, sales context updates HubSpot, and the relevant Slack channel receives a concise summary.

Create tasks with owners and due dates
Update project or deal records
Share decisions and action summaries
Log client requests and scope changes
Flag commitments without an owner
Create follow-up email drafts
Store notes in the correct workspace
Escalate risks or blockers

The meeting becomes part of the operating system while the conversation is still fresh. Nothing important is left to survive on somebody’s memory.

Best suited to agencies with frequent client calls, cross-functional meetings, and action items spread across several tools.

USE CASE 10

Automated SOP Creation & Maintenance

LoomGoogle DriveNotionClaudeWaybook

Turn the way work is actually done into clear SOPs, without asking the person doing it to spend Friday afternoon writing a manual.

A team member records the process in Loom or provides existing notes, screenshots, and reference material. The system extracts the steps, decisions, tools, roles, inputs, outputs, and quality checks required to complete it properly.

Claude converts that information into the agency’s approved SOP structure, ready for review and publication in Notion, Google Drive, or Waybook.

Purpose, scope, and process owner
Required tools and access
Step-by-step instructions
Decision points and exceptions
Quality-control checks
Inputs, outputs, and handoffs
Linked templates and supporting resources
Review dates and version history

When a tool or process changes, the system can flag the affected documentation and prepare an updated draft. Human approval stays in place. Institutional memory stops living in one person’s head.

Best suited to agencies standardising delivery, onboarding new team members, reducing key-person dependency, or preparing to scale.

Your agency does not need more tools. It needs a better operating system.

Let's look at what is slowing your team down and what could work better.

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