Agency work is full of repeatable production that still needs taste and judgment. Research packs, first drafts, campaign reports, client updates, QA checks. The work changes by client, but the shape of the work repeats.
That is where agents help. The agent gathers the material, builds the first pass, checks the obvious mistakes, and gives the team something solid to review. Your account lead, strategist, producer, or creative director still owns the judgment.
Where we usually start
Reporting and research are often the cleanest first jobs. They have clear inputs, clear output, and a review step the team already understands. Drafting comes next when the source material and quality bar are clear enough.
The Audit follows the work from brief to delivery. We look at where senior hours disappear, what gets rebuilt every week, and which outputs are safe for an agent to prepare before a person reviews them.
What changes after deployment
The team stops treating every deliverable like a fresh start. The first pass arrives faster, the review starts earlier, and senior people spend more time improving the work instead of assembling it.
The agent does not replace the person with the taste. It gives that person a better starting point.
Where we deploy
Concrete agent applications we ship into agencies environments.
Research agent
Pulls the source material, checks the brief, and assembles the first research pack for review.
Drafting agent
Turns an approved brief and source material into a first draft in the agency's working style.
Client reporting agent
Pulls the performance data, drafts the weekly or monthly report, and flags the numbers a person needs to explain.
QA and proofing agent
Checks drafts against the brief, brand rules, links, numbers, and missing sections before a human review.
Client update agent
Drafts routine status updates from project notes, tickets, and recent work so the account lead edits instead of composes.