Before I started building AI tools, I did the work — renewals, churn saves, health scoring, expansion plays. Everything on this page is what I learned the hard way, and it's why the tools I build now actually solve the right problems.
One number captures whether customers are staying, shrinking, or growing. Every program I've ever built ultimately comes back to moving this number. If NRR is healthy, most other things are too.
"If the economic buyer can't articulate why they're paying you, the renewal is already at risk — no matter how much the technical team loves the product."
Top-quartile SaaS NRR benchmark.
This is the bar. Everything I build is aimed at getting there.
A customer's business hits a downturn — it's in the news, it's in the conversations — and somehow the renewal still catches the team off guard. That shouldn't happen. Risk detection runs all the time. The formal renewal motion is just the last 90 days.
This isn't something you turn on 90 days before renewal. Health scores, engagement signals, external news, stakeholder changes — you should be reading these every day. By the time the formal renewal motion starts, you should already know where every account stands.
Automated health scores tracking deployment, engagement, adoption, and value realization — continuously.
Business downturns, layoffs, leadership changes, competitive moves — the stuff that's in the news before it's in your CRM.
Champion departures, new economic buyers, reorgs — any change to the people who decide whether to renew.
When signals flag, act immediately — don't wait for the renewal window. The earlier you engage, the more options you have.
The formal process kicks in at 90 days — but if you've been doing the continuous work above, there shouldn't be surprises. This is about execution: getting the paperwork done, not discovering problems.
Confirm health status, validate stakeholder map, generate renewal forecast. Any risks should already be known.
QBR/EBR with executive sponsor. Value realization review. Make sure the economic buyer can articulate the ROI.
Commercial conversation initiated. Legal and procurement engaged. Risk accounts escalated.
Contract finalization, signature tracking, and handoff to revenue recognition.
Everyone — CS, leadership, the board — should be looking at the same renewal picture. Confidence tiers, automated alerts when things change, and a weekly view that doesn't require someone to build a spreadsheet.
Every renewal opportunity categorized: Commit (90%+), Likely (70-89%), At-Risk (<70%).
Renewal status changes and health score drops trigger real-time notifications to CS and leadership.
Weekly renewal dashboard with GRR forecast, renewal coverage, and ARR at risk — designed for board-level visibility.
The signals are almost always there — you're just talking to the wrong people, or not reading the external indicators. A CSM who only knows the operator misses what's happening at the budget level. I build systems that catch both kinds of risk.
These are the things that tell you a renewal is in trouble — if you're paying attention.
Different risk levels need different responses. Yellow gets a CSM check-in. Red gets a war room.
CSM-owned recovery: adoption check-in, value re-framing, and executive outreach within 14 days.
Leadership-escalated war room: dedicated recovery plan, executive sponsor engagement, and weekly tracking.
Most health scores are vanity metrics. They make a dashboard look good but don't actually predict what happens at renewal. I build scores around four things that do — and the last one is the most important.
A customer who never fully deployed never had a chance to succeed. This is the earliest churn signal there is — and the easiest to miss because everyone assumes onboarding went fine.
Single-threaded accounts are the ones that surprise you at renewal. If you're only talking to the operator, you're missing what's happening at the budget level — and in the other teams that could be using the product.
How many people are using it, and are they using the sticky features? Broad adoption with integrations into other tools is what makes a product hard to rip out. That's your real moat.
This is the one that matters most. If the economic buyer can't articulate why they're paying you at budget time, nothing else on this list saves the renewal. This is the problem I'm building tools to solve.
Fully deployed, engaged, high adoption, documented ROI. On track for on-time renewal and expansion conversation.
One or more health signals declining. CSM-initiated recovery in motion. Renewal at risk without intervention.
Multiple signals in decline. Leadership escalation triggered. Full recovery playbook activated.
No acquisition cost, faster close, and the customer already trusts you. The trick is knowing when they're ready — and being in enough rooms to spot the opportunity.
Usage patterns, adoption depth, cross-team engagement — these tell you a customer is ready for more before they even ask. The key is watching more than one signal.
A QBR should surface value and open the door to expansion — not be a slide deck nobody asked for. I build them as a program, not a meeting.
CS finds the opportunity, sales closes it. Simple idea, but it falls apart without a clear handoff process and shared ownership through close.
Playbooks are how you stop relying on individual heroics and start running a CS org that scales. Six playbooks, every lifecycle stage.
Structured onboarding journey with milestones, success criteria, and deployment checkpoints that drive fast, confident product adoption.
Post-onboarding program that tracks feature adoption depth and breadth, with targeted interventions for low-usage segments.
QBR/EBR program design: agenda templates, ROI documentation frameworks, and cadence guidelines for strategic account alignment.
Tiered escalation playbook triggered by health score drops — with defined actions, owners, and timelines for yellow and red accounts.
The 90-day renewal motion: stakeholder alignment, commercial conversation sequencing, and forecast tracking through close.
Identifying expansion-ready accounts, structuring the opportunity, and converting satisfied customers into references and advocates.