[Un]Churned · 16 Sep 2026 · From the week of 14 September
Owning Retention & Standardizing CS Across 17 Acquisitions ft. Rebecca Nerad (Advantive)
These are notes on the conversation, checked against its transcript. The episode itself has the full discussion.
In brief
Host Josh Schachter (Gainsight) interviews Rebecca Nerad, VP of Customer Success at Advantive, a manufacturing and distribution software company that has acquired 17 businesses in four years. Nerad owns retention, renewal rates and uplift across four lines of business. She covers post-merger integration from the CS seat: joining diligence, re-papering undocumented handshake contracts, and drawing on legacy staff's customer knowledge. She also explains staffing CSMs by line of business, hiring and coaching for empathy, and a standard at-risk ticket and save-play process. On AI, she describes a ChatGPT-based objection-handling agent built on 18 months of renewal desk recordings, admits she cannot yet measure its value, suggests time to response may be the metric AI moves, and warns that AI-built custom dashboards per customer risk recreating the unmaintainable customization era of software.
For founders
- In a roll-up, Advantive folds each acquisition into an existing line of business whose GM already knows the parent's structure and metrics, while one central CS leader owns retention and renewals across all lines of business.
- Acquired legacy software companies often hold handshake deals and undocumented contracts, so Advantive's CS leader, who also joins diligence as part of the leadership team, re-papers customers onto Advantive paper.
- Small acquired companies rarely have a true CS function, and Nerad places each incoming person where they fit best, sometimes in CS and sometimes in another team.
- Nerad cannot yet quantify the value of her AI agent; she speculates that faster time to response on churn signals is where AI will show up in retention.
- Nerad warns that AI makes per-customer custom dashboards tempting, and that unless those ideas loop back into product, software risks returning to the unmaintainable customizations of 25 years ago.
For revenue leaders
- Nerad built an objection-handling agent in corporate ChatGPT from 18 months of renewal desk recordings; CSMs use it only when a deal breaks a guardrail, to get precedent, email framing and internal justification.
- Advantive runs one intentionally simple at-risk ticket that anyone in the company can log, with product specifics and reason codes, plus standard save plays across all lines of business, so it can route issues and spot trends.
- Nerad staffs CSMs by line of business (roughly three to six products each) rather than across the whole portfolio, and pairs legacy industry experts with newer hires to train them.
- Nerad hires for curiosity and EQ because coaching empathy only goes so far, and coaches it by challenging the 'so what', framing work in the customer's metrics, teaching personas and reviewing live emails.
- Nerad keeps QBRs for top-tier customers but finds long-tail, one-to-many engagement the hardest part to standardize across acquisitions, and grades it as still needing work.
What was said 25, most useful first
Acquired legacy software companies often have handshake deals and poorly documented contracts, so CS re-papers customers onto the acquirer's contracts. Listen
Because Nerad owns renewals at Advantive, she said she often finds contracts written oddly or barely documented over the decades these older software companies operated, including deals between family friends done on a handshake. Customers can ask for things the company no longer has a reason to support, and much of the knowledge exists only in people's heads. Part of the CS responsibility is moving customers onto Advantive paper and aligning on any new expectations.
“There are lots of times where there are handshakes and family friends that did business together.”
Listen to the episode Retention & customer success Link to this
Nerad assigns CSMs by line of business, covering roughly three to six products each, because no CSM can advise credibly across the whole portfolio. Listen
Nerad said Advantive has too many products for CSMs to advise on solutions and outcomes across very different ones. Within a product family there is enough overlap that CSMs must be able to tell products apart and cross-reference them; a ProPlanner manufacturing customer may also be interested in Pinpoint, for example. Advantive's enablement covers both CS skills and product knowledge. Josh suggested three to six products per line of business and Nerad agreed.
“there are too many products for the CSMs to really be able to advise on the solutions and the outcomes across very different products.”
Listen to the episode Retention & customer success Link to this
Nerad built an objection-handling agent from 18 months of renewal desk recordings that shows CSMs how executives handled similar requests before. Listen
The agent combines Nerad's documented objection-handling and negotiation training with a year and a half of renewal desk conversations. When a CSM faces a request, it shows the guidance the CFO, CRO and VP of CS gave in similar cases, suggests a proposal, drafts customer email framing and supplies an internal justification. It is not used for approvals.
“when a. Customer has asked for something in the past this is the guidance that the CFO CRO and VP of CS have given in this type of example. We still don't use it for approvals”
Advantive standardized one simple at-risk ticket that anyone in the company can log, with reason codes for routing and spotting trends across business lines. Listen
Nerad said themes such as cancellation, at-risk and downsell are common across companies, so Advantive developed a standard process for them across acquisitions. The at-risk ticket is intentionally simple so that anyone, not only CS, can log something they heard from a customer. It captures product specifics and reason codes, which route it to the right team and allow trend analysis across lines of business. Advantive also built save plays that apply across all lines of business.
“So it's intentionally simple and being able to log an at -risk ticket. This is where a human is actually saying, hey, I heard a customer say this”
Listen to the episode Retention & customer success Link to this
Nerad warns that AI tempts CSMs to build a custom dashboard for every customer, which risks recreating unmaintainable software customizations. Listen
Nerad described a CS director at another company who builds customized dashboards from product data for each customer, and said customers love it. Her concern is how that scales. She said ideas CSMs develop with customers must be fed back into the product, or the industry ends up where software was 25 years ago, with customizations it can't maintain.
“Else we're going to end up in the place where software was when I got into the industry 25 years ago with all the customizations that we aren't able to maintain too”
Small acquired companies rarely have a real CS function, so integration means bringing in CS process and placing each person where they fit best. Listen
Nerad said that at the smaller companies Advantive buys, one person often wears many hats and looks after the customer in several ways. Integration brings the process, operational efficiency and outreach of a formal CS motion. It also means deciding the right home for each incoming person: sometimes her CS team, sometimes another team.
“Sometimes that's customer success within my team and sometimes it's within another team in the organization. That's a better fit for those people.”
Advantive has adopted some processes from acquired companies, but mainly in areas like support triage rather than customer success. Listen
Nerad said Advantive keeps an acquired business running as usual at first to understand how it operates. When an acquired company does something particularly well, such as a support triage process or 24x7 support, Advantive has adopted it and extended it across the broader organization. This happens less in CS because the acquired companies seldom had a true CS function.
“if you have one company who does really well about, you know, 24 by 7 support in that particular process, I know that support not success, but those are some of those we have adopted and been able to extend across the broader organization.”
Advantive organizes into four lines of business, each with a GM over sales, support and services, while one VP of CS owns renewals and retention across all four. Listen
Nerad said Advantive restructured by line of business once it reached a certain size, because the way to serve customers differs a lot between them. Each GM oversees sales, support and professional services. Nerad owns the entire renewal and CS function and partners with the GMs. She owns overall retention, ARR renewal rates and uplift.
“We have four LOBs here, yet at the same time, I own the entire renewal CS function, and so I partner with those GMs on how to serve them.”
Listen to the episode Retention & customer success Link to this
Each acquisition is folded into an existing line of business whose GM already knows Advantive's structure and metrics. Listen
Nerad said that when Advantive acquires a company, it goes into one of the existing lines of business. A recent manufacturing acquisition, for example, went under the manufacturing GM. Leaders from the acquired company join that line of business, so ownership is clear from the start and the work becomes learning what is different about the acquired company.
“there's a general manager who already oversees that and knows advantage structure and our metrics. So we're pulling that new company into the structure.”
Nerad draws on long-tenured CSMs from the acquired company to learn what drives its customers before judging retention risk. Listen
After Advantive's most recent acquisition, Nerad spent a couple of months working with a senior CSM who had been at the acquired company for 15 years and knows its customers well. Together they worked through what drives those customers and what outcomes they intended when they bought the software. Nerad said the understanding of risk and retention follows from that customer understanding.
“I have a senior CSM who's part of my team who she's been with this company 15 years. She knows the customers really well.”
Listen to the episode Retention & customer success Link to this
About half of Advantive's CS team came from acquired companies, and legacy industry experts now lead teams and train newer hires. Listen
Nerad said four people who came from the original six companies were designated CSMs and are still on her team. One of them, Rusty, knows the automotive industry and now leads the manufacturing CS team. She described a deliberate evolution in which people with industry knowledge train newer hires who don't come from the industry.
“I would say half my team came from the legacy organizations.”
Advantive uses Airspeed (formerly Glyphic) to record CS calls, score sentiment and send coaching feedback to CSMs, managers and the VP. Listen
Nerad said the tool gives individual CSMs specific feedback on their conversations and gives feedback to their managers. She receives a weekly trend report that calls out specific moments from customer meetings and themes across a product set. She said the sentiment readings lead CSMs to ask whether a customer's frustration should change the health score or how they respond.
“To me as a leader, I get a weekly report of trends and it will call out specific things from customer meetings that I'm also able to look at trends across a particular product set or a theme.”
Advantive had every leadership team member commit to a personal AI task for a quarter; Nerad chose an external agentic AI course. Listen
In Q2 of the prior year, Advantive's leadership team each chose an AI task to take on in Q3. Nerad went beyond the internal AI 101 training and took an outside course on agentic AI. Her reason was to work through the steps herself rather than rely only on prompts and agents others had built.
“when the entire leadership team we said what. AI task are you going to take on every individual in Q3”
Advantive's renewal agent is used only for deals that break CSM guardrails, and runs inside the company's corporate ChatGPT so CSMs can upload contract documents. Listen
CSMs and their managers can approve concessions within set guardrails, and anything beyond those goes to the renewal desk. The agent was trained on exported renewal desk conversations about those exceptions, and the standard renewal motion does not go through it. Because it runs on Advantive's corporate ChatGPT, CSMs can attach real documents, such as the difference between a requested SLA and the one in an older agreement.
“We have guardrails that the CSMs or their managers are able to approve. And if it goes beyond that is when it goes to our renewal desk.”
Before releasing the renewal agent, Nerad and a manager corrected its outputs, and she updates it when guardrails change but has not yet reviewed its ongoing decisions. Listen
Nerad and one of her managers spent time correcting and adjusting the agent's feedback before release. Since then she has added updated guardrails, such as rule sets that differ by product and a framework for a particular downsell. She said she has not gone back to review how the agent is making its decisions.
“Before we released it, actually, I have one of my managers and I both spent time correcting and adjusting the type of feedback to give.”
She has no data on the renewal agent's retention impact; the benefit she can point to is time saved on repetitive coaching. Listen
Nerad said she would be speculating if she claimed the agent improved retention by strengthening CSMs' customer conversations. The benefit she can describe is time saved: guidance on common themes that managers used to give in ad hoc meetings is now available through the agent. Josh suggested comparing cohorts with and without access on GRR and NRR; Nerad called it a good question but said she has no such data.
“I would be speculating on how it has influenced retention because of its ability to strengthen the CSM's discussion with the customer, the points that they're able to raise. But I don't have data around that.”
Nerad suspects time to response on churn signals is the retention metric AI actually moves, though she is not measuring it. Listen
Nerad said the better AI captures risk signals, the sooner and more proactively the team can reach out before a customer churns. She described this as something she is still piecing together, and said she can see it happening but has no measurement for it.
“To me, it's the idea of time to response. The fact that we can act on potential churn risk sooner”
An early leading metric from Gainsight's autonomous renewal agent Atlas is an uptick in on-time renewals. Listen
Josh said Atlas, a newer Gainsight product, has shown an early increase in renewals completed on time, because the team gets to the customer and the renewal earlier. Nerad said on-time renewals needed help when she joined Advantive and was one of the metrics she worked to improve. She noted these routine renewal processes matter for ARR in backlog and for cash collection.
“One of the early leading metrics that we've observed is an uptick in on -time renewals, making sure that we get to the customer earlier, that we get that renewal earlier, that it doesn't lag.”
Nerad finds long-tail engagement the hardest part to standardize across acquisitions, and says it still needs work. Listen
Nerad said acquired companies engaged their small customers in very different ways, which is hard to fold into one model. Advantive is moving the long tail to one-to-many outreach in partnership with product marketing, segmenting by customer tier rather than by line of business. She credits marketing with strong general outreach. What has been tougher is the next level: tailoring to each customer's products and what is meaningful to them.
“Less about it being one LOB versus the other and more about how do we segment to be able to serve those customers appropriately.”
Listen to the episode Retention & customer success Link to this
Nerad sees driving adoption of Advantive's new AI capabilities as CS's biggest opportunity, because that is where customers get value fastest. Listen
Nerad said Advantive is leaning into AI in its products and customers are signing up for the platform's value, so CS should focus on ensuring adoption. She gave the example of a customer wanting to see a bill of materials in a different view. That once would have required a full product enhancement, whereas AI can now pull data from the customer's system and present it the way they want.
“when I see what's the biggest opportunity for customer success is to engage with customers to actually ensure that adoption because that's where they're going to see additional value faster”
Advantive has rolled up 17 manufacturing and distribution software companies in four years, a little over four integrations a year. Listen
Rebecca Nerad, VP of CS at Advantive, said the company started by combining six companies and since then has usually acquired one at a time, several per year. The acquisitions vary in size and customer set, from large packaging customers to long-tail small distributors with very different ARR thresholds. She previously ran CS at E2 Open, which made 16 acquisitions during her four years there.
“We've acquired 17 companies in the manufacturing and distribution software space, Best of Breed, and pulled them together to become this larger organization where we can better serve our customers.”
The VP of CS takes part in pre-close diligence as a member of Advantive's leadership team. Listen
Nerad said that joining diligence before a deal closes is part of her responsibility as a member of the leadership team. Much of what she later needs to know about how an acquired company differs, its nuances, customers and patterns, is learned during due diligence before close.
“Yes, as part of the leadership team, that's part of my responsibility.”
Nerad hires CSMs for curiosity and EQ because coaching empathy only goes so far. Listen
Nerad said she trains her team on outreach, engagement and listening. She still screens for curiosity and EQ when hiring, because coaching has limits if someone doesn't have those skills naturally. Her team is also currently training on AI skills and comfort with AI tools, as is the rest of Advantive.
“despite the fact that I coach empathy, I also need to hire for it because there's only so far you can go if somebody doesn't inherently have some of those skills.”
Nerad coaches empathy by challenging the 'so what', framing work in the customer's metrics, teaching personas and coaching on real emails. Listen
Nerad pushes CSMs to think about moving the customer's numbers, not just internal numbers like retention. She teaches them to consider the persona and experience of the person complaining, and to listen for what the customer isn't saying. She does this at a CS-only day attached to sales kickoff and in day-to-day moments, such as reviewing an email response that missed a customer's frustration.
“some of it's just challenging the so what? Right? Making sure that we are thinking of things through the customer's metrics, right? Moving the customer's number, not just our number like retention”
Listen to the episode Retention & customer success Link to this
Nerad still finds value in QBRs for top-tier customers, despite the debate over them in customer success. Listen
Nerad said that, whatever they are called, structured reviews to engage and listen to the largest customers remain valuable at Advantive. She said that is a different motion from how the long tail should be served.
“yes, we still do find value in QBRs. I know that's hotly debated in customer success”
Listen to the episode Retention & customer success Link to this