Customer Outcomes Advisory
Refound GTM helps software leaders rebuild post-sale for the expansion era, replacing the one-CSM-does-everything model with one accountable owner, expertise on demand, and AI agents on every account, so adoption, usage, and net revenue retention move again.
The evidence · Bain & Company research
Source: Bain & Company, “The Rebirth of Customer Success” (November 2026). Refound GTM is independent and not affiliated with Bain & Company.
01 Why now
For two decades, software’s answer to slipping retention was to hire more customer success managers. Meanwhile, growth moved to expansion, and AI products priced on consumption only pay off when customers actually use them. The job got bigger. The model didn’t change.
Buyers want deeper product and technical expertise, but they get uncoordinated engagement across touchpoints, while CSMs get buried in product issues and admin work.
One CSM is asked to own the executive relationship and deliver specialized expertise for every need across the customer journey.
Leaders are constantly asked to justify the investment, while retention and expansion goals go unmet and customers remain dissatisfied.
Buyers want to do more with fewer seats, and AI-native offerings are emerging as strong alternatives to traditional SaaS.
Satisfaction & renewal
Adoption, usage & measurable results
02 The Refound Model
Our operating model puts into practice the four design principles Bain identifies at the companies leading post-sale, and turns them into something your frontline can actually run.
Principle 01
A single executive-facing “success architect” (Bain’s working title) who leads C-suite conversations, builds consensus, and clears the path to renewal and expansion. Closer to a strong account executive than a traditional CSM.
Principle 02
Incentives tied to leading indicators (adoption, usage, advocacy) and outcomes (consumption), with real downside. Owners measured on what they can move, not calls logged.
Principle 03
The owner brings the right expert in at the right moment: product specialists, presales, professional services, forward deployed engineers. Standardized and system-wide, not a personal favor.
Principle 04
AI agents handle outreach, renewal administration, support triage, and QBR preparation for every customer, not just the long tail. Coverage stops depending on account size.
Within your cost envelopeFewer but more experienced owners with broader spans, a shared specialist pool, greater use of forward deployed engineers and hybrid service models, and agents doing the work that buries CSMs today.
03 Services
A clear baseline of coverage, cost, retention drivers, and AI maturity, plus a business case for change your CFO will accept.
Coverage designed from the customer’s point of view, not the org chart: where the owner, a specialist, or an agent engages at each critical moment.
Define what a success architect must be able to do, assess your team against it, and build the hiring, development, and pay model to match.
Make the call for expertise a system, with clear triggers and an orchestration layer across product, engineering, services, support, and partners.
Move from AI pilots to production: agents for outreach, renewal admin, support triage, and QBR preparation, wired into owner and specialist motions.
Leading-indicator scorecards and incentive plans that reward adoption, usage, advocacy, and consumption, and make the return measurable.
The math
Bain offers a simple sanity check: for a company with $500M in annual recurring revenue, one point of net revenue retention is worth about $25M in revenue over five years, roughly a full year of customer success spending for a company that size.
Illustrative estimate only, scaled linearly from Bain’s example (about 5% of ARR per NRR point over five years). Not a forecast.
04 How engagements work
Phase one
Baseline coverage, cost, retention drivers, and AI readiness. Size the prize.
Phase two
Customer-back coverage, the success architect role, expertise triggers, agent use cases, and metrics.
Phase three
Run a few end-to-end motions with real accounts. Coach, observe, and track leading indicators weekly.
Phase four
Roll out across segments with the cadence strong sales teams use: coaching, observation, visible metrics.
Timelines are scoped with each client.
05 About Refound GTM
The core mission of customer success hasn’t changed in twenty years: proactively help customers realize value from their software at every stage, from onboarding through adoption, usage, and renewal. What has changed is everything around it, from maturing SaaS markets to AI-driven pressure on seats and budgets.
Refound GTM is an advisory dedicated to customer outcomes: rebuilding post-sale for an era where growth comes from expansion and consumption. We work alongside chief customer officers, CROs, and CEOs to design the model, build the team, and stand up the agents that make it work.
Founder profile coming soon.
Start a conversation
Tell us where your post-sale model stands today, and we’ll show you what it could become.
Contact details coming soon
