Asana Study Finds AI Agents Add Coordination Work: What It Means for Agencies

On October 14, 2026, Asana published a study of 4,502 CIOs, AI leaders and office workers in the US and the UK. It found that 46% of workers who use two or more AI agents each week estimate that coordinating the agents takes more than 10% of their working time. This article reports what Asana found, what the study cannot show, and how a services firm can measure agent coordination in its own timesheets.

What Asana reported on October 14

Asana ran the research with Censuswide in September 2026. In a post dated October 14, 2026, Asana said it surveyed 1,501 CIOs and AI leaders and 3,001 office workers who use AI at companies with more than 50 employees. The post ties the release to Asana’s Work Innovation Summit in New York. These are the main figures:

• Leaders run more agents than workers. 68% of leaders use three or more agents in a typical week, against 36% of workers. Leaders average 4.6 agents a week and workers average 2.6.
• Coordination takes time. Among workers who use at least two agents each week, 46% estimate that switching tools, choosing an agent, managing outputs or resolving conflicting results takes more than 10% of their working time.
• Agents repeat work. Among workers at companies that use two or more agents, 38% estimate that more than a quarter of agent-completed work is duplicated or overlaps work by another agent.
• Trust differs. 81% of leaders would let an agent access information and act without a review of every step. 65% of workers say the same.

Asana’s own reading is that a company should start from the work that must reach completion, not from the number of agents. Asana sells work management software, so read that conclusion as the vendor’s view.

What the study does not show

We read Asana’s post. We did not see the raw survey data. These limits matter for a buyer:

• Estimates, not measurements. Asana says the figures reflect what respondents reported and estimated. The study does not measure change over time and does not establish cause.
• Larger companies. The workers came from companies with more than 50 employees. Many agencies and software teams are smaller.
• Not about services firms. The study covers office work in general. The post gives no figures for agencies, consultancies or PSA tools.
• Unmatched samples. Asana says the leader and worker samples are not matched by employer, so 68% and 36% describe two groups, not one team.

Asana made Client Management generally available on September 28, 2026, about two weeks before the study. Asana’s launch post lists a client portal, AI meeting notes, team capacity views and four pre-built AI Teammates for agencies. It offers a 14-day free trial and states no price. Asana now aims its agents at agency work.

What it means for agencies and software teams

Agent count is the wrong scoreboard

Asana suggests that leaders measure whether coordination overhead went down and whether work reaches completion without rework. For a services firm, finished work that pays is a billed hour or a delivered fixed-fee scope. The useful question is whether an agent cut the hours that a deliverable takes.

Coordination hours land on a project, or on nobody

Someone checks the agent output, picks a version and fixes conflicts. If that person logs the time to a client project, the cost shows on the project. If nobody logs it, the cost hides in overhead, or in the margin of a fixed-fee project that nobody reviews until the invoice is paid. An example shows the size. The numbers are our assumptions, not data from the study.

A team of five works 40 hours a week for four weeks on a $60,000 fixed-fee project. That is 800 hours at an average cost of $45 an hour. The plan is $36,000 of cost and $24,000 of margin, or 40%. Now suppose agent coordination adds 80 hours, which is 10% of the plan. Cost rises to $39,600 and margin falls to $20,400, or 34%. The fee did not change. Six points of margin did.

Our 10% is a round number for the example, not a study result. On hourly billing, the same 80 hours are either billed, if the client agrees, or written off.

Visibility starts with a time category

The study says workers want to know what an agent can access and who is accountable. A services firm also needs to see what agent work costs. One simple step is a separate time category for agent review and coordination. The hours then show on the project report and do not vanish into “other”. The Byoxon homepage lists custom time categories for BoB.

Asana’s launch and BoB side by side

The table maps four questions that the study raises to what Asana says in its Client Management post and to what the Byoxon homepage lists for BoB. It uses public pages only. We did not test either product.

Question	Asana Client Management (Asana post, Sept 28, 2026)	BoB (byoxon.com homepage)
Where does coordination time show up?	Team Capacity shows planned versus actual resourcing across all client work.	Custom time categories in the tracker, and time reports by project, task and client
Which project is losing margin?	Project Budgets send notices at pre-set thresholds.	Real-time P&L per project, employee, client and category, plus a monthly P&L projection
Can an AI agent write first drafts?	Four pre-built AI Teammates for agencies	The homepage lists no AI agents or other AI features.
Entry price	A 14-day free trial. The launch post states no price.	$24.95 per user per month for 1 to 10 users, down to $15.95 for 200 or more. Free for up to 5 users.

The two products do different jobs. Asana Client Management is a client-facing work platform with AI agents. BoB records time and turns it into invoices and project P&L.

When Asana is the better choice

Asana fits a team that already runs delivery in Asana and wants a client portal, AI Teammates and task workflows in one place. BoB fits a team that wants time, invoices and project P&L in a standalone tool, and does not need task management or AI agents. For a fuller comparison, read Byoxon vs. Asana.

Five questions to ask before you add another agent

1. Who owns each agent’s output, by name?
2. Does another agent or person already make the same output? In the study, 38% of workers at multi-agent companies estimate that more than a quarter of agent work overlaps.
3. Which project and which time category take the review and fix-up hours?
4. What can the agent access, and who approves a change in access? In the study, 25% of workers worry that permissions could grow without enough review.
5. After one month-end close, did the hours per deliverable fall? Compare them with the timesheets from the quarter before.

These questions draw on themes in Asana’s study. The list is our advice, not Asana’s.

Where BoB fits

BoB, the product from Byoxon, is not part of this news. This article does not claim that BoB has AI features. Its role here is the measurement layer. The Byoxon homepage lists custom time categories, real-time profit and loss per project, employee, client and category, a monthly P&L projection, project budgets with expense tracking, and invoices built from time records.

See also our pages on project cost management and employee timesheets, and our articles on AI use in services projects and Klient Insights and AI-built charts.

Frequently Asked Questions

What did Asana’s October 2026 AI agent study find?

Asana reported on October 14, 2026 that 46% of workers who use at least two AI agents each week estimate that coordinating the agents takes more than 10% of their working time. It also reported that 68% of leaders but only 36% of workers use three or more agents in a typical week.

How can an agency measure the cost of agent coordination?

Add a time category for agent review and coordination, log those hours to the project they serve, and compare hours per deliverable with the quarter before. A project P&L report then shows whether the margin held. This method is our suggestion, not part of the study.

Does BoB use AI agents?

The Byoxon homepage lists no AI agents or other AI features for BoB. It lists custom time categories, real-time project P&L and invoices built from time records. Check byoxon.com for the current feature list.

Sources

• Asana, “AI agents are in the flow of work. Whether you find value depends on which agents you use.”, October 14, 2026: asana.com
• Asana, “Deliver great client work at scale with Asana Client Management, now GA”, September 28, 2026: asana.com
• Byoxon, homepage: byoxon.com