QBRs and MBRs
I've come to believe retention is the new growth. Your existing customers are your most reliable revenue channel and expanding them costs a fraction of what it takes to acquire someone new.
Think about your bank. They don't just let you sit with a savings account forever; they nudge you toward a credit card, then a loan, then wealth management. Banks generate up to 3x more revenue from an existing customer through cross-sell than from a new one at a fraction of the acquisition cost.
I see the same playbook exists across every business that sells to other businesses. Upsell and cross-sell don't happen by accident; rather they need a structured conversation, a regular touchpoint where you're demonstrating value and spotting the next opportunity. And the math is the same regardless of industry: acquiring a new customer costs 5 to 10 times more than retaining an existing one.
That's exactly what QBRs and MBRs are built for.
One close example
One of our customers sells a suite of compliance and identity infrastructure products to financial services players across the ecosystem, from banks and lenders to fintechs and insurers.
They don't have thousands of clients, but one single client brings in $1.5M a year. And here is the thing about a relationship that deep: it is never just one product. That client is likely using five, six, maybe more modules woven into their core operations.
Losing them is not losing a contract. It is losing a partner, and possibly the reference customer that anchors three others. Replacing $1.5M in that kind of compounded relationship does not cost you $1.5M. It could cost you double.
Now imagine trying to stay on top of that relationship without a structured process. No regular touchpoint, no documented value demonstration, no early warning if something feels off. You're essentially flying blind on your most critical account.
That's where QBRs and MBRs become important as they're the difference between retaining $1.5M and scrambling to replace it.
Where context breaks
Here's what I keep seeing inside organisations running QBRs and MBRs. Most teams have a process. They show up with a slide deck, walk through some numbers, and call it a review. But a generic report pulled from a dashboard is not a QBR. A good QBR is account specific. It connects what happened in the product to what the customer cares about. It surfaces risks before the customer feels them and spots opportunities before they ask. That level of depth does not come from a template. It comes from having the full context of a relationship, and that is exactly where things break down.
Information is everywhere: emails, Slack or Teams threads, Messages, CRM notes, Zendesk or Salesforce support tickets, but everyone on the team knows only a piece of the picture. Someone caught a signal three months ago in a message. Someone else logged a complaint in the support tool. Another person remembers a conversation from the last call.
But when it's time to sit down and prepare for a QBR, none of that context is in one place. I've watched teams spend days stitching it together from memory, digging through old threads, hoping nothing important slipped through.
Customer Success Managers (CSMs) spend an entire week preparing a single QBR. At 50 accounts, that is a year's worth of working weeks gone, every quarter, before your team has had a single meaningful customer conversation.
Even if the context exists; it's just that no single person, or system, has the full picture when it's time to work on QBRs and MBRs.
Incerto for QBRs and MBRs
This is exactly the problem we built Incerto to solve. A multi agent system that works 24×7 across every tool your team uses whether it be emails, Slack, WhatsApp, CRM, support tickets. Making sure by the time your QBR is due, ninety days of live context is already assembled, per account.
Over a week per account → under 1 hour.
Incerto doesn't just aggregate data but it connects the dots. A drop in product usage, combined with a quiet week on Slack, combined with a support ticket from three months ago. Our agents catch that combination across every account, proactively flagging risks before they become problems.
And it doesn't wait for you to notice. Incerto reaches out directly on Slack to the right person, at the right time asking only for what it can't find itself.
Before your MBR is due, your team gets a draft. Incerto has already filled in everything it could find across your emails, CRM, Slack and support history.
Where there is a genuine knowledge gap, something no tool can answer, it asks a particular relevant person to fill that knowledge gap, that is it. And once they do, your team is free from the work that comes every quarter just to create reports.
Incerto generates the report itself which is structured, account specific, ready to share. But it doesn't stop there.
You can chat with your agent, while working on your reports. Your CSM can ask questions and dig into numbers right inside the report. Incerto keeps every number on your reports traceable, you can easily map where this number is coming from the data.
No tab switching, no chasing the analyst.
Incerto also tracks assumptions, because AI should earn your trust and not just ask for it. Every insight comes with a tracked assumption data source, what the agent inferred, and which human should verify it. Making sure everything is still under your team's control.
Most QBRs and MBRs are not actually well prepared, but simply assembled. Someone copies a number from a dashboard, pastes a line from a Slack message, summarises what they half remember from a call three weeks ago, which might end up in missing any important content for your $1.5M client.
Incerto changes the quality, not just the speed. Every data point is traced to a source. Every insight is built from the full ninety days of account history, not just what one person happened to catch. Your team walks in with a report that actually reflects the relationship, and a level of depth that no individual CSM could have produced on their own.
With Incerto, your $1.5M client sees a team that knows them completely inside out. The numbers, the history, the relationship.