Professional Services · persona
Marketing / Digital Agency
10-100 person agency doing paid media, content, SEO, web. Retainer + project mix. Account management is the time sink.
A day in the life
What the next Tuesday looks like
A 30-person digital agency has 24 active client retainers. Each retainer has a monthly deliverable cadence: campaign reports, content calendars, ad-account changes, SEO updates, performance reviews. Account managers spend 60-70% of their time on internal status work and client communications, not actual strategic value.
The AI Operating Layer flips that. Monthly client reports are auto-generated from connected ad accounts (Meta, Google, LinkedIn, TikTok), GA4, Search Console, and the project tracker, drafted with insight commentary the AM edits. Content calendars are pre-populated based on the brief. Performance flags surface in real-time so the AM is reaching out about a problem before the client notices. New-business proposal drafts pull from the agency's case study library and the discovery call transcript.
The AM spends 60% of their time on strategy and client relationships, not assembly.
The marketing / digital agency playbook
The automations that matter most
Out of the full Professional Services catalog, these are the ones a marketing / digital agency should run first.
New-business proposal drafter
Sales & business development
After a discovery call, the system pulls the call transcript + prospect's intake form + relevant case studies and drafts a customized proposal in the firm's standard format. Partner reviews and edits in 30-45 minutes instead of 3-5 hours.
Time-entry auto-suggester
Project delivery & operations
Daily: suggests time entries per consultant based on calendar + Slack + project tracker activity. Consultant reviews and confirms in 5 minutes instead of guessing on Friday.
Monthly client report generator
Reporting & client deliverables
Agency: pulls every connected platform per client (Meta, Google, LinkedIn, TikTok, GA4, Search Console, HubSpot), runs report template, drafts insight commentary, queues for AM review.
Performance anomaly alerter
Reporting & client deliverables
Agency: monitors connected ad-account performance daily; surfaces material drops in CTR, conversion rate, ROAS, or budget pacing within 24 hours so the AM reaches out before the client notices.
In the wild
How this actually plays out
Monthly reporting is the agency-wide bottleneck. Every retainer client gets a monthly report. Every report is 4-12 hours of AM time pulling data, building slides, writing commentary.
The AI workflow: at month-end, the system pulls every connected platform's data per client (Meta Ads, Google Ads, LinkedIn, TikTok, GA4, Search Console, HubSpot, Shopify), runs the agency's standard report template, drafts insight commentary highlighting wins, losses, anomalies, and recommendations, and queues for AM review. The AM reviews and edits in 30-45 minutes per client instead of 4-12 hours.
A 30-person agency with 24 active retainers typically saves 200-300 AM hours/month.
Get the firm-shaped automation map
Tell us your firm size, primary service line, and the workflow that costs you the most senior time. We'll come back with a written map of which 5-7 automations matter first and what the first 90 days would change.