How to Give AI Agents Work Your Team Can Use

An AI agent can produce a polished document and still leave your team with the hardest part of the job. Someone has to find the missing information, resolve conflicting instructions, and work out what happens next.

That makes delegation a practical leadership issue. Before handing over more work, define what another person should be able to do with the result.

Google's October 8, 2026 announcement gives business leaders a useful reason to revisit that question. At HiVoltage, we see the opportunity in helping teams move work forward with fewer gaps between people, systems, and decisions.

What Google announced at Gemini at Work

At Gemini at Work, Google introduced a new Gemini agent designed to complete work across business applications. Its announcement describes an agent that can plan tasks, use connected tools, and coordinate additional agents. Google also describes persistent coworker roles that can participate in a team's ongoing work.

Availability needs a careful distinction. Google's October 8 small-business announcement says the new agent is in early access with SMB customers, with broader availability coming soon. That statement doesn't establish a general release date or inclusion in your existing Workspace subscription.

These are Google's descriptions of the product. Your team still needs to test whether a particular assignment comes back complete enough to use.

Choose a handoff worth improving

Start where work regularly passes from one person to another. Those moments make a useful test because the next person can tell you exactly what's missing.

Consider a hypothetical professional services firm preparing to start a new client project. Sales has the proposal, a signed agreement, and meeting notes. The delivery lead needs a kickoff brief that explains the agreed scope, client priorities, timeline, and unresolved questions.

An agent might help assemble that brief from the approved source material. But “summarize this account” leaves too much open. The result could be readable while overlooking a dependency that changes the delivery plan.

A stronger assignment names the next decision. Prepare a kickoff brief the delivery lead can use to plan the first client meeting. Include the agreed deliverables, supporting source links, known dependencies, and questions that still need answers.

Now the team has a shared purpose for the output. The agent's work ends at a point where a person can move the project forward.

Agree on what complete looks like

Acceptance criteria are the conditions a deliverable must meet before someone can use it. They make review specific and help the team avoid repeatedly explaining the same expectations.

For that kickoff brief, the criteria could include:

• Every deliverable matches the signed agreement and links to its source.

• Dates distinguish confirmed commitments from proposed timing.

• Missing information is clearly marked, with the person who can answer each question.

• Conflicting details are surfaced for a decision rather than quietly combined.

• The delivery lead receives one current brief in the agreed project location.

Ask the delivery lead to help write these criteria. They know which omissions create extra calls, rework, or awkward client conversations.

A brief can be ready for review while a question remains unresolved. What matters is whether that gap is visible and whether someone knows how to resolve it. Calling everything “complete” hides the distinction your team needs.

This is part of designing useful agentic workflows. The work includes the transition between the agent's output and the person's next action.

Keep the team working from the same assignment

Shared agents introduce a familiar coordination problem. Several people can ask for changes, but those requests may point in different directions.

In the kickoff example, a salesperson might ask for a faster start while the delivery lead is waiting on client materials. An agent that incorporates both requests into a tidy plan hasn't resolved the disagreement.

Give the assignment one human owner who can settle competing priorities. Keep the current brief in one location and record decisions there. If a request changes the scope or deadline, update the assignment before asking the agent to continue.

Agree on when the team needs an update, too. A useful update says what changed, what's blocked, and which decision is needed. Frequent messages that merely report activity can become another task for everyone to manage.

Measure the coordination your people still carry

A faster first draft is useful. It becomes more valuable when the next person can use it with less repair.

During a pilot, track the full path from assignment to accepted handoff. Include the time people spend gathering inputs, clarifying requests, reviewing results, and correcting problems.

Look for patterns. Are the same facts missing each time? Does one person keep rewriting the brief? Is the delivery lead still searching through sales notes to check whether a commitment is confirmed?

Those observations tell you what to improve. You may need a better input template, clearer criteria, or a narrower assignment. Producing more briefs won't fix a recurring gap in how the work is defined.

Also ask the people receiving the work whether it helps. Their answer may reveal friction that a task-completion count misses.

Test one recurring handoff before expanding

You can prepare this work before gaining access to a new agent. Take a recurring assignment and walk through it with the people on both sides of the handoff.

1. Choose a bounded deliverable. Pick something repeated often enough to compare, such as a kickoff brief or a weekly project update.

2. Review a recent example. Identify the information people had to chase and the changes needed before the output was useful.

3. Write the assignment together. Specify the intended use, source material, completion criteria, owner, and destination.

4. Run a small test. Where tool access permits, compare the assisted workflow with the current process across several similar assignments. Keep the scope stable enough to learn from the differences.

5. Fix the recurring gaps. Expand only when the people receiving the work can use it reliably and the team spends less time coordinating it.

At HiVoltage, our view of human-led AI starts with the people doing and receiving the work. They bring the context to decide what matters and the judgment to recognize a useful result.

Before assigning another task to an agent, ask the next person in the workflow what they need to move forward. Build that answer into the handoff.