A dashboard you can call

Hey, Obaid here again. This week: what we're building, a real result, and one AI shift worth your attention.

Most company dashboards are accurate the week they’re built. After that, someone has to keep feeding them. People get busy, and the numbers quietly drift.

This week, we’re sharing how one company handed that job to an agent. It keeps the dashboard current, fills the gaps on its own, and answers questions by chat or by phone.

Client Win: A dashboard that keeps itself current

At one company, an agent owns the company dashboard: revenue, clients, delivery work, leads, and meetings. Its job is to keep every number current and fill in whatever is missing.

The dashboard refreshes every 10 minutes from 4 a.m. to 11 p.m. Every hour, the agent looks for gaps — a work item with no owner, a deadline that passed, a payment that isn’t recorded — and works through them. It checks email, calendars, and meeting notes first, and asks a person only when no record has the answer.

After one weekly team meeting, it read the meeting notes and assigned owners to 34 open work items that had none, based on what the team agreed on the call. Every weekday at 8 a.m., the team gets a short brief: what changed and what needs them today.

The team doesn’t have to open the dashboard to use it. They can message the agent or call its phone line and ask which client is waiting on us, what’s due this week, or how this month compares to last. It answers from the same live data the dashboard shows.

Worth Knowing: AI Agents are getting their own seat on the team

On October 8, at Gemini at Work 2026, Google introduced coworker agents. You describe the role you need, and Gemini creates an agent with its own Workspace account: an email address, calendar, Drive, and a listing in the company directory. Colleagues hand it work by adding it to a Chat space or @mentioning it in a Doc.

Each agent acts under its own identity and sees only what the team shares with it. Every action goes to an audit trail under the agent’s name, not a person’s. Google hasn’t announced pricing or a general availability date yet.

Read Google’s announcement.

Our takeaway: the useful question is shifting from “which AI tool?” to “which job does this agent own?” Give it a clear role, access to the records that job needs, and one place where its work shows up. The company dashboard is a strong first job: everyone reads it, and everyone notices when it’s out of date.

Is your dashboard out of date by Wednesday? Bring it to a call, and we’ll map what an agent could keep current for you.

Until next time, — Obaid