At many B2B companies, the executive business review still runs the way it did ten years ago. Once a quarter, the account team builds a slide deck, books an hour with the customer’s senior people, and walks them through usage, support tickets, the product roadmap, and a slide of wins. The customer listens, asks a question or two, and the next review goes on the calendar.
The meeting persists because it is embedded in the account calendar, even when its purpose has become unclear. When researchers ask customers what they think of it, the answers are hard for any vendor to read.
We expect 2027 to be the year this meeting changes, because AI can take over the part of the review that customers already find least useful: the reporting.
What is left after that is a shorter, rarer meeting with a clearer job, and most teams have not decided yet what that job is.
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What the quarterly deck was really doing
The deck looked like a report for the customer. It was also doing a job for the vendor. Once a quarter, somebody on the account team had to collect the numbers, find the results, and put the whole account on a few slides. For many accounts, the review was the only time anyone at the vendor assembled the full picture of what the customer got for their money.
That job had value. The trouble is where it ended up, taking an hour of the customer’s senior people, while most of it was spent on things they could have read on their own. The detail a team manager needs on a Tuesday afternoon ended up in front of a vice president who wanted to talk about next year.
What customers say about the business review
In its 2024 report The QBR Delusion, Clientshare surveyed 200 senior buyer stakeholders in the UK and US across facilities management, logistics, IT services, and outsourcing. These buyers are outside software, and their answers still sound familiar to anyone who has run a customer success team.
76% said the quarterly review often feels like a tick-box exercise. 88% said suppliers don’t show enough evidence of value and innovation in those meetings. And 82% said they had cancelled a contract because they felt a supplier didn’t deliver enough value and innovation.
The same buyers named the problem inside the meeting, too. 59% said the reviews frequently become overly operational, which is a polite way of saying the hour goes to status updates.
And yet they did not ask for the meeting to go away. 68% called the quarterly review the most important moment for a supplier to show consistent value.
Customers are telling vendors two things at once: this meeting matters to us, and you are using it for the wrong things.
Why the reporting moves to email and AI
Most of what fills a review deck is reporting: logins, active users, tickets opened and closed, features released, training attended. With the right integrations, an AI agent can already pull most of that from the product, the support tool, and the CRM, write it up in plain words, and send it to the customer every month without anyone building a slide.
Customers are ready for that. The usage report is the clearest example of a meeting that could have been an email. When the numbers arrive on their own, the customer reads them when it suits them, forwards them to whoever needs them, and asks questions in writing. Nobody has to wait three months to find out that adoption dropped in one team.
That leaves vendors with a question they have not had to answer before. If the numbers already went out by email, what is the hour with the customer’s senior people for?
What the executive business review is for in 2027
Our answer is that the meeting is for decisions the customer’s leaders need to make, measured against the result the customer said they wanted at the start. Three things belong in the room.
The first is the customer’s own result, in the number their leadership already tracks. At kickoff, the customer told you what success looks like and how they would measure it. We wrote about what happens when nobody can see that result in our piece on the onboarding visibility gap. The review is where you look at that number together, including when it is behind.
The second is one decision. Roll out to a second team, change the plan for next quarter, fix something that blocks adoption, bring in a new group of users, decide what happens at renewal. A review without a decision to make is a report, and reports go by email.
The third is what happens next: who does what, by when, agreed before everyone leaves the room.
Frequency changes with this, too. Some accounts will still need the meeting four times a year. Many will need it twice, when a real decision is coming: before the renewal, before the customer’s budget cycle, or after a big change on their side, like a new executive or a merger.
Before, in the room, and after
Before the meeting
A written summary goes to the customer a few days ahead: the result so far, what changed since the last review, and the decision you want to talk about. AI drafts it from the account record. The account owner reads it, fixes what is wrong, and adds what the data cannot know, like a new executive who is skeptical or a team that went quiet. Send it early enough that the customer can come with questions, and ask who should be in the room for this decision.
In the room
Open with the customer’s result, in their numbers. Spend most of the hour on the decision. Let the customer talk more than you do. Keep the roadmap to the parts that affect their decision. Never let material bad news debut in an automated report. Address it directly with the customer as soon as it matters.
After the meeting
The same day, a short written note goes out: what was decided, who does what by when, and what will show up in the next monthly summary. AI can draft it from approved meeting notes or a recording. A person reads it and sends it. Then the decision goes into the shared account record, so the next conversation starts with what was agreed instead of from memory.
What AI prepares and what people own
The split is fairly clean. AI prepares the monthly usage summary, the first draft of the pre-read, the history of the account, the meeting recap, and a flag when the numbers move enough that a conversation should happen before the calendar says so.
People own the rest: choosing which decision goes on the table, reading the room, delivering bad news, keeping the relationship with the customer’s senior people, and deciding what gets promised. We wrote about why that ownership needs one accountable person in our piece on agentic AI in customer experience.
In the SCALE™ operating model, that person is the SCALE Professional who owns the whole relationship across success, community, advocacy, loyalty and expansion. Because one person owns all five, the review covers the whole account instead of the one program a single team happens to run. The decision on the table can be about adoption, a new team, a customer story or the renewal, and each one is tied back to the result the customer agreed at the start.
The takeaway
The executive business review is splitting in two. The reporting goes into a monthly written summary that AI drafts and a person checks. The meeting gets shorter, rarer and more useful, built around the customer’s own result and one decision their leaders need to make. Buyers told Clientshare the quarterly review is the most important moment a supplier has to show value, and most of them feel suppliers waste it. When did your last review end with a decision the customer made?
If you are redesigning your business reviews for 2027, we can help. Advocacy Maven has worked on more than 300 customer programs across the full SCALE™ range: Success, Community, Advocacy, Loyalty, and Expansion. See how we work, or read what our clients say about the programs we have built with them.

Summary: Executive Business Review (EBR): What Changes in 2027
The executive business review is changing from a reporting meeting into a decision meeting. In the 2027 executive business review, routine reporting on usage, support, and account activity moves to a monthly written summary drafted by AI and checked by a person. That leaves the meeting itself for what senior customer leaders actually need to discuss: the customer’s result, one meaningful decision, and clear next steps.
A more useful executive business review is therefore shorter, less frequent, and more focused on customer outcomes. AI can prepare the pre-read, account history, reporting, and recap, but people still own the decision, the relationship, difficult conversations, and what gets promised. The goal of the executive business review is no longer to present everything that happened; it is to use the customer’s time for the decisions that determine what happens next.
FAQ 1: What is an executive business review?
An executive business review is a meeting between a vendor and a customer’s senior leaders to look at results and agree on next steps. It usually happens quarterly or twice a year. In 2027, the most useful reviews center on the customer’s own result and one decision, while routine reporting moves to a written monthly summary.
FAQ 2: What is the difference between a QBR and an executive business review?
A quarterly business review (QBR) is defined by its schedule: it happens every quarter, often with day-to-day contacts. An executive business review is defined by its audience: the customer’s senior leaders, and the decisions only they can make. Many companies use the terms interchangeably, and both suffer when they turn into status updates.
FAQ 3: How often should you hold an executive business review?
As often as there is a real decision to make. For many accounts that means twice a year, before the renewal and before the customer’s budget cycle, with extra reviews after a big change on the customer’s side. Reporting can go out monthly by email in between.
FAQ 4: What should an executive business review include?
The customer’s result in the number their leadership tracks, one decision for the customer’s leaders, and agreed next steps with owners and dates. Send a written summary a few days ahead, and send a short note with decisions and next steps the same day.
FAQ 5: Can AI replace the executive business review?
AI can automate much of the reporting part: pulling usage and support data, drafting the pre-read and the recap, and flagging when the numbers call for a conversation. The decision, the relationship with senior leaders and any bad news stay with a person.
Co-founder and Chief Customer Officer at Advocacy Maven, the customer programs agency that helps companies turn every customer program into a trusted growth engine, Diana brings nearly 20 years of experience as a global strategist, local implementer, and agency operator, advising companies on how to design, manage, and scale their Success, Community, Advocacy, Loyalty, and Expansion programs.
Since 2013, Advocacy Maven has supported more than 300 customer programs globally, created 5,000+ customer assets in more than 30 languages, and mobilized over a quarter million advocates. The agency is consistently recognized as a leader by G2 across Marketing Strategy, Brand Advocacy, and Content Writing services.





