I Let an AI Run My Agency for a Day and Here’s What Happened

Running a small agency usually means doing a bit of everything: Client emails, internal updates, reports, scheduling, and follow-ups. None of these tasks is particularly difficult. But together, they take up a large part of the day. A lot of it comes down to coordination.

So, what does it actually look like when some of that coordination is handled by AI?

The Setup

You can use Clawdi as an AI assistant that works inside messaging apps, and focus on three areas: client communication, internal coordination, and reporting. The goal is simple: offload as much of the repetitive work as possible and see what changed.

Morning: Starting with the Inbox

For many agencies, the day starts with email. Reading through messages, figuring out what matters, and deciding what to respond to first. An AI assistant can help by summarizing incoming emails, highlighting important messages, and drafting replies.

Instead of opening every thread, you can start with a quick overview and focus on what needs attention. Drafts can also speed things up. Even if they need edits, they reduce the need to start from scratch.

Midday: Internal Coordination

As the day progresses, internal coordination takes over. Messages across Slack or Microsoft Teams, notes in different documents, updates that need to be shared.

This is where a lot of time disappears. An AI assistant can help by summarizing discussions, organizing key points, and generating quick updates. You don't need to rewrite everything manually; teams can review and refine structured outputs. This reduces back-and-forth and keeps information more organized.

Afternoon: Reports and Updates

Reporting is one of the most repetitive parts of agency work. At some point, information needs to be gathered, summarized, and formatted into a report. An AI assistant can pull together key conversations, completed tasks, and pending items. This provides a starting point that can be reviewed and refined, rather than built from scratch.

What Changes in Practice

The biggest shift is not full automation. It’s how work starts. Instead of reading everything manually, writing every message from scratch, and organizing scattered information. Your teams can review summaries, edit drafts, and refine outputs. This reduces the effort required for routine tasks.

Where It Still Falls Short

AI assistants are not perfect, meaning that drafts may need rewriting, context may be incomplete, and some tasks still require manual input. They are not a replacement for human work. But they can reduce the amount of repetitive coordination.

How Clawdi Fits In

Clawdi is designed to support this type of workflow. It works within messaging apps and helps with tasks such as summarizing emails, drafting responses, generating reports, and coordinating workflows across tools. You don't need to switch between different platforms; tasks can be handled through a simple chat interface.

A large part of agency work is not just delivering results, but managing the flow of information. AI assistants are starting to reduce that overhead by helping organize, summarize, and automate parts of the workflow. Tools like Clawdi are early examples of how this might fit into everyday operations. Not by replacing the work. But by making the day-to-day a little easier to manage.

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