In the trenches

No fluff.
Just what's working in CS.

Frameworks, case studies, and operator takes from inside growth-stage CS orgs. Written by people who've built the playbooks at Apollo, Lob, Jamf, and Canary — not theory, just what actually works when retention is on the line.

Weather app style AI health forecast showing four sunny, healthy days and a storm on renewal day marked churned, illustrating why AI health scores miss churn, ScaleUp CS blog

Do AI-Driven Health Scores Actually Predict Churn Better?

Every CS platform now promises an AI health score that catches churn before it happens. But if 8% of your customers churn, a model that predicts nobody will churn is 92% accurate and completely useless. This piece covers what AI scoring actually changes, where it fails (bad data, too few churn events, enterprise blind spots), and how to prove a model works in 2 quarters instead of 2 years.

Retention & ChurnAI & Automation in CS
Nina WilkinsonNina Wilkinson
Line illustration of a driver's view down an open highway with a glowing "AI" in the rear view mirror, representing the blind spots of AI governance in customer success: cost and customer data, ScaleUp CS blog

Everyone's Being Told to Use More AI. Nobody's Asking What It Costs or Where the Data Goes.

Every CS team is being told to use more AI. Almost none are being told what it costs or where customer data goes once it passes through these tools. This piece covers both blind spots: why AI spend belongs in your CS efficiency metric, what to ask about data retention, model training, and GDPR deletion, and the five guardrails we use with clients to move fast without the bill, or the breach, catching up later.

AI & Automation in CSCS Operations
Nina WilkinsonNina Wilkinson
Split-screen illustration of a CS Ops handoff. On the left, “You are the system”: CSM questions like “quick question?” and “report broke” all route to one person. On the right, “Self-serve CS Ops”: CSMs connect to playbooks, a data guide, an owner map, and a #cs-ops-help channel. Headline reads “Leave the job. Not a mess.”

Don't Ghost Your CSMs: How to Leave CS Ops Without Leaving a Mess

When CS Ops leaves, the work that disappears is mostly invisible until it breaks, and at a lot of growth-stage SaaS companies, backfill isn't coming. Linnea Olson lays out how to hand off CS Ops like a self-serve product: audit playbooks and automations into Keep, Kill, and Simplify, pay down the tech debt that will break without you, build a key data points guide, and reroute the "hey, quick question" pipeline. Includes a four-week exit timeline and checklist.

CS OperationsCS Leadership & Team Building
Linnea OlsonLinnea Olson
Blog hero titled “What we learned at Moment NYC 2026: Nobody has an AI plan locked in. Start with the admin,” contrasting AI experiments in customer success, shown as a tangle of spaghetti and red sauce dripping down a wall, with a checklist of CSM admin to automate first: account research, call prep, recap emails, QBR decks, and CRM hygiene

Nobody Has an AI Plan for CS Yet. Here's Where I'd Start.

We spent a day at CS Week's Moment conference in NYC, and one theme kept coming up: nobody has a fully fleshed out AI plan for customer success yet. This piece covers where the biggest AI win really is for CS teams, why building your own CSP is a long-term ownership problem (and what Vanta's in-house build gets right), and the three things CSMs need to become as the role changes.

AI & Automation in CSField Notes & Perspective
Nina WilkinsonNina Wilkinson
Illustration comparing a CS team's trained AI tools, which 83% of CS leaders customize regularly, with an unplanned CSM week, since only 4% have a formal CSM day planning framework

Your Team Trained the AI. Nobody Trained the Week.

Most CS teams have already trained their AI on their own sales and product content. Almost none have written down how the week is supposed to run. This piece shares the five-day CSM cadence we rolled out with a client on Vitally, why every day's focus should be something your data can filter for, how Linnea turned that cadence into a working day plan with Claude and MCP, and the steps CS leaders can take this month.

CS OperationsAI & Automation in CS
Nina WilkinsonNina Wilkinson
Illustration contrasting automated CSM admin tasks with the real customer success job of education and commercials

Will AI Replace CSMs? Only the Ones Who Were Never Actually Doing the Job.

Every CSM asking whether AI will replace them is asking the wrong question. The job was never reports, decks, and check in emails, that was scaffolding bolted onto a role that was always about two things: teaching customers to run their own business better, and owning the commercial conversation that proves it. This piece breaks down what AI is actually good at automating, what it can't touch, and what CSMs (and the leaders who hire them) need to do differently now.

CS Leadership & Team BuildingAI & Automation in CS
Nina WilkinsonNina Wilkinson
Split-screen illustration contrasting AI Toil, six tangled CS tools (Slack, phone, email, support chat, spreadsheets, and notes) with crossing, knotted connections, against Connected MCP, the same tools organized into a hub-and-spoke model feeding one human-reviewed output. Visualizes AI readiness and CSM automation in customer success.

Sure, Everyone Wants AI Right Now. But Are You Really Ready For It?

Every CS leader is stuck between an exec who wants AI agents live by next quarter and a CSM handed a new platform with zero training. This piece argues an MCP (Model Context Protocol server) is a pipe, not a strategy: it moves data faster but won't fix data nobody trusts or teach your team to use the time it buys back. Covers the data-readiness questions to ask before connecting an MCP, how to train CSMs to use AI well, and 4 Vitally-MCP workflows worth automating first.

AI & Automation in CSCS Operations
Linnea OlsonLinnea Olson
Illustration of a customer success leader as a teacher at a whiteboard, teaching a diverse classroom, representing CS shifting from account management to education

I Don't Hire the Most Experienced CSM. I Hire the Person Who's Lived the Customer's Job.

Every Customer Success team I've built has had the same secret weapon: at least one hire whose credibility came from the customer's world, not a CS resume. Here's why that instinct is about to matter more than ever.

CS Leadership & Team BuildingAI & Automation in CS
Nina WilkinsonNina Wilkinson
Illustration of a balanced teeter-totter representing the CS segmentation and leveling framework, with account tiers on one side and IC1 to IC6 CSM levels on the other

CS Segmentation and Leveling: The Framework for Aligning Account Complexity With Career Growth

Most companies build a segmentation model or a leveling framework, but rarely both together. This piece walks through the CS segmentation and leveling framework built at Apollo: the 3 inputs that drive account tiering, the IC1 to IC6 leveling model with a Developing and Proficient stage inside every tier, and the career mobility tracks that keep strong CSMs from leaving for a management title they never wanted. Includes real poll data from 55 CS and revenue leaders.

CS Leadership & Team BuildingCS Operations
Nina WilkinsonNina Wilkinson
Pie chart of survey results from 41 CS and revenue leaders on CSM vs AM role clarity: 51% say roles are split but handoffs are messy, 27% say roles are split but comp is misaligned, 20% are just starting to split roles, 2% have a fully optimized coverage model. ScaleUp CS.

We Asked 41 CS and Revenue Leaders About Their CSM/AM Roles. Here's What They Told Us

We polled 41 CS and revenue leaders on where they stand with CSM/AM role clarity. Most have already split the roles on the org chart, and most are still stuck. 51% have messy handoffs. 27% have misaligned comp. This breaks down what's actually underneath each bucket, including the RACI model and CSQL comp structure we walked through live with Vitally, and what to fix depending on where your team lands.

Sales–CS AlignmentCS Leadership & Team Building
Nina WilkinsonNina Wilkinson
Tuesdays in the Trenches blog hero illustration: a worn cyanotype blueprint panel on a cream background showing three linked process sections, Renewals, Billing, and Churn Numbers, wired to a central connector hub. The hub is torn open on one side, unraveling into loose orange threads and fragments drifting down the panel's center. Headline reads "The Unsung Heroes." with the tagline "Pull one thread, watch it all unravel. CS Ops and the Finance Team Who Know Where Everything Lives." Visualizes how renewal, billing, and churn reporting workflows destabilize when the person holding the institutional knowledge disappears.

The Unsung Heroes You Don't Miss Until They're Gone: CS Ops and the Finance Team Who Know Where Everything Lives

A recent acquisition cost a company its finance team, and within weeks renewal quotes, billing questions, and churn reporting all started breaking. This piece looks at why the relationship between CS Ops and finance is more load-bearing than most orgs realize: the judgment finance analysts carry that never makes it into a system, what actually breaks when they leave, and what to document, build, and ask before you find out the hard way.

CS OperationsRetention & Churn
Linnea OlsonLinnea Olson
A graphic titled The 14-Day Cliff illustrating the retention delta between SaaS customers who hit first value within 14 days versus those who take over 30 days, with a ScaleUp CS mark.

The 14-Day Cliff: Why Day 30 Retention is Won or Lost in the First Two Weeks

SaaS customers who realize first value within 14 days retain at 80%+ through month 12. Customers who take longer than 30 days drop to 35–50%. The difference isn't product complexity. It's a fixable set of structural problems, starting with how your team defines activation. A tactical breakdown of what a real activation event looks like, why withering customer engagement kills time-to-value, and how to sprint your customers to first value before the window closes.

Onboarding & AdoptionRetention & Churn
Nina WilkinsonNina Wilkinson
Building a CS Data Dictionary: The Unglamorous System That Saves Renewals

Building a CS Data Dictionary: The Unglamorous System That Saves Renewals

Nobody gets promoted for building a data dictionary. But in almost every CS org with a real churn problem, the root cause is the same: nobody agreed on what the data actually means. "Healthy" means something different to every CSM, and your health scores are measuring the average of those interpretations. Here's the fix, and how to build it.

CS OperationsCS Leadership & Team Building
Linnea OlsonLinnea Olson
Two vertical swim lanes side by side on a dark background. The left lane is navy and labeled CSM / GRR; the right lane is blue-gray and labeled AM / NRR. A stylized line-art figure stands in each lane — the CSM swimmer wears an orange cap, the AM swimmer wears a navy cap — each with one arm extended toward the center, reaching toward a CSQL badge on the buoy rope dividing the lanes. Bold white text on the left reads "Two lanes. One goal." with the subtext "GRR + NRR. Different Roles. Same Direction."

CSM vs. AM Swimlanes: How to Define Renewals and Expansion Ownership in 2026

There's an ongoing debate about whether CSMs should own commercial quota. The answer is more nuanced than yes or no. Here's how to structure clear swimlanes between Customer Success and Account Management, keeping CSMs focused on GRR and retention while giving AMs the tools to drive NRR, and the CSQL compensation model that keeps both teams aligned.

Sales–CS AlignmentCS Leadership & Team Building
Nina WilkinsonNina Wilkinson
Your Ops Architect helping you build out the components of your NRR expansion playbook.

NRR Doesn't Build Itself: How to Operationalize Expansion Post Sale

Revenue leaders are no longer satisfied with CS tracking customer happiness. Survival and growth hinge on NRR, but most CS teams haven't been built to move commercial pipeline. This is the blueprint for scaling CSQLs, structuring expansion playbooks, and building shared revenue quotas, regardless of whether you sell a point solution or a multi-line product suite.

Sales–CS AlignmentRevenue & Business Case
Nina WilkinsonNina Wilkinson
Editorial illustration of an enterprise deal meeting: four navy chairs holding dark figure heads sit around a long navy conference table, and one bright orange chair in the middle is empty. A handwritten callout points to the empty chair and reads, "The seat your CSM should be filling." A "$2.4M ACV" enterprise agreement display sits in the top right. Headline reads, "Who's missing from the room?"

The Pre-Sales CSM: Leveraging CS in Enterprise Sales Cycles to Increase Win Rates

If you're moving upmarket and your CSMs are not in the room before the contract is signed on your biggest logos, you are leaving win rate, retention, and net revenue on the table. The pre-sales CSM is one of the highest-leverage plays in B2B SaaS, and one of the most underused. When to deploy it, when in the deal cycle to bring the CSM in, the exec sponsor and quarterback structure that scales, and how AEs and CSMs share credit on these deals without a turf war.

Revenue & Business CaseSales–CS Alignment
Nina WilkinsonNina Wilkinson
Streamlining your CS tech stack and saving money

The CS Tech Stack Audit: What to Keep, Kill, and Add in 2026

Most CS orgs are over-tooled and under-integrated. You're paying for tools nobody uses, that don't integrate with your source of truth, and that can't connect to retention or revenue. This pillar walks through the 4-question audit framework, the keep/kill/add hierarchy, and what we're recommending CS leaders add and cut in 2026, including the AI-assisted workflows that cut CSM admin time by 30 to 40 percent. Plus how to make the case internally without losing the budget fight.

CS OperationsAI & Automation in CS
Linnea OlsonLinnea Olson
Broken handoffs between Sales and CS

The CRO's Guide to NRR: Aligning Sales and Customer Success for Seamless Handoffs and Expansion

The single most expensive moment in your revenue motion isn't the discovery call or the renewal. It's the gap between Closed Won and the first kickoff. The customer retells their story. The CSM ramps up cold. The expansion conversation gets quietly delayed. Here's the 7-field handoff framework we use with our clients to systematize the Sales-to-CS transition, plus the AI workflow that makes it actually run without burning out your AEs.

Sales–CS AlignmentRevenue & Business Case
Nina WilkinsonNina Wilkinson
Stop Turning Your CSMs into Sales Reps in Sheep's Clothing: The CS Comp Playbook

Stop Turning Your CSMs into Sales Reps in Sheep's Clothing: The CS Comp Playbook

How to design CSM compensation plans that retain logos, drive expansion, and keep CSMs from turning into sales reps in sheep's clothing. A field-tested playbook for B2B SaaS founders from early stage through Series D.

CS Leadership & Team BuildingRevenue & Business Case
Nina WilkinsonNina Wilkinson
A rock solid QBR that isn't a resource vampire

The New QBR: Automating Business Reviews that Actually Drive Expansion Revenue

The New QBR: Automating Business Reviews that Drive Expansion Revenue. Rethink QBRs as discovery sessions, not status reports. Unlock expansion opportunities with automation.

CS OperationsAI & Automation in CS
Nina WilkinsonNina Wilkinson
The Best Defense is a Good Offense: How to Proactively Reduce Downgrades and Contraction

The Best Defense is a Good Offense: How to Proactively Reduce Downgrades and Contraction

Don't just defend your revenue—go on the offense! How to Proactively Reduce Downgrades and Contraction and turn retention into your #1 growth engine. Unlock the plays that secure your ARR in any economy.

Retention & ChurnSales–CS Alignment
Nina WilkinsonNina Wilkinson
Streamlining your onboarding is your biggest lever for retention

Your First 90 Days: Building a Scalable Customer Onboarding Playbook

Your customers make the renewal decision in the first 45 days. Move from bespoke workflows to a repeatable onboarding engine that predicts long-term adoption. Stop the churn before it starts.

Onboarding & AdoptionRetention & Churn
Nina WilkinsonNina Wilkinson
How to Run Book Cuts That Protect ARR: A Capacity-First Strategy for CS Teams

How to Run Book Cuts That Protect ARR: A Capacity-First Strategy for CS Teams

Most book cuts fail because they're revenue-led, not capacity-led. Learn the 3-step data-driven framework CS and revenue leaders use to reduce churn risk, prevent CSM burnout, and optimize customer coverage during year-end planning.

CS OperationsRevenue & Business Case
Linnea OlsonLinnea Olson
Founding CSMs: How to Succeed as Your Startup’s First CSM

Founding CSMs: How to Succeed as Your Startup’s First CSM

Your first CS hire can make or break early customer success. Discover the Swiss Army knife traits to hire for, the pitfalls to avoid, and what real Year 1 success looks like—from a founding CSM who survived the chaos.

CS Leadership & Team BuildingOnboarding & Adoption
Nina WilkinsonNina Wilkinson
How to Keep Your CSMs Motivated and Productive in December (So You Don't Lose January)

How to Keep Your CSMs Motivated and Productive in December (So You Don't Lose January)

Stop losing January renewals to holiday slowdowns. Proven December tactics for high-touch accounts that protect renewals and drive expansion.

CS Leadership & Team BuildingRetention & Churn
Nina WilkinsonNina Wilkinson
Cleaning up for the new year: CS Ops Edition

Cleaning up for the new year: CS Ops Edition

Prevent Q1 customer success chaos before it starts. Discover 3 operational deep cleans—data audits, automation reviews, playbook standardization—that top CS teams execute during the holiday break.

CS OperationsCS Leadership & Team Building
Linnea OlsonLinnea Olson
How to Sell the Value of Your CS Team (And Get the Headcount You Actually Need)

How to Sell the Value of Your CS Team (And Get the Headcount You Actually Need)

Tired of capacity planning battles? This guide shows revenue leaders how to justify CS headcount with data that wins board approval and spares you the headache.

Revenue & Business CaseCS Leadership & Team Building
Nina WilkinsonNina Wilkinson
3 Automations to Build for Your CSMs Today and Improve Retention

3 Automations to Build for Your CSMs Today and Improve Retention

Stop letting manual tasks slow down your CSMs. Learn 3 essential automations that cut through the noise, boost proactive engagement, and give your team back valuable time. Drive real customer value, starting today.

AI & Automation in CSRetention & Churn
Linnea OlsonLinnea Olson
CSMs vs. AMs: How to End the Chaos and Boost Retention

CSMs vs. AMs: How to End the Chaos and Boost Retention

CSM vs. AM: Defining Roles to Protect Revenue and Improve the Customer Experience

CS Leadership & Team BuildingSales–CS Alignment
Nina WilkinsonNina Wilkinson
The Most Human Part of Customer Success

The Most Human Part of Customer Success

Parenthood, the ER, and Customer Success: one leader’s weekend that reminds us why CS is about people first — not just NPS, metrics, or automation.

Field Notes & PerspectiveCS Leadership & Team Building
Linnea OlsonLinnea Olson
Empowering a CSM with AI

AI in Customer Success: Your Blueprint for Scaling Human Connection (Not Replacing It)

Tactical playbook for SaaS leaders to deploy AI in customer success—practical prompts, KPIs, and implementation phases to increase coverage and expansion. Ready to accelerate? Book a strategic consultation.

AI & Automation in CSCS Operations
Nina WilkinsonNina Wilkinson
🎃 The Scariest Thing This Season: Churn

🎃 The Scariest Thing This Season: Churn

Don't let churn haunt your growth. For SaaS leaders, the key isn't fighting fires—it's building a system. Discover how to operationalize churn signals, from health scoring to CSM playbooks, and turn retention into your biggest revenue driver.

Retention & ChurnCS Operations
Linnea OlsonLinnea Olson
Zoom attendees in a meeting

Beyond The "Could Have Been An Email": Mastering Your CS Team Meetings

Transform your CS team meetings from dreaded calendar blocks to high-impact sessions. Complete guide with agendas, best practices, and proven strategies for early-stage SaaS teams.

CS Leadership & Team BuildingCS Operations
Nina WilkinsonNina Wilkinson
Team members discussing customer segmentation

Why Segmentation Matters (Even If You’re Not Ready to Scale Yet)

Transform your CS team from firefighting to growth-driving with strategic customer segmentation. Learn the proven framework for high-touch CS and pooled models that scales with your business.

CS OperationsCS Leadership & Team Building
Linnea OlsonLinnea Olson
When to Hire Your First CSM – 2025 SaaS Founder’s Guide to Retention & Growth

When to Hire Your First CSM – 2025 SaaS Founder’s Guide to Retention & Growth

From customer count to retention targets, learn exactly when and how to hire a CSM to unlock growth and reduce churn in your SaaS.

CS Leadership & Team BuildingRevenue & Business Case
Nina WilkinsonNina Wilkinson

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