AI Playbook for Customer Success

Automate busywork,
not empathy.

35+ production-tested AI prompts and 6 autonomous agent blueprints built by a CSM with 11 years in B2B SaaS. Stop drowning in prep work. Start running your book on autopilot.

Download the Free AI Toolkit → See What's Inside
35+
Ready-to-Use Prompts
6
Autonomous Agents
8
Comprehensive Sections
11yr
CSM Experience

Built for CS professionals ready to run their book with AI — free download, no strings attached

The Shift
There's a better way to run your book

Most CSMs are stuck in reactive mode. The ones pulling ahead have a system.

Without a system
  • 3+ hours prepping every QBR from scratch
  • Manually checking accounts for churn signals
  • Scrambling to write escalation briefs under pressure
  • No idea which stakeholders actually have influence
  • Renewal surprises because you lost track of timelines
  • Trying AI with no framework, getting mediocre results
→
With Customer Success OS
  • Full QBR package generated in minutes with Prep Agent
  • Monday morning health digest flags at-risk accounts
  • Escalation briefs drafted in under 2 hours, every time
  • Every stakeholder mapped with strategy per type
  • 18-month renewal touchpoints, automated and tracked
  • 35+ tested prompts you can copy-paste and run today
Who This Is For
Built for CSMs who actually do the work
🎯

Solo CSM, High-Touch Accounts

You're running a strategic book solo and prep work eats your calendar. This playbook was built managing 8 enterprise accounts. You need a system, not more hours.

📋

CS Leader Building a Playbook

You want a repeatable AI framework your team can adopt. Not one-off prompts, a full system with governance your security team will approve.

⚡

CSM New to AI

You've heard AI can help but don't know where to start. These are production-tested prompts with zero learning curve. Copy, paste, run.

Free Resource
The AI Toolkit for CSMs

5 production-tested prompts you can use this week. No fluff, no theory. Just the prompts that actually move the needle.

  • Meeting Prep Brief — Paste your notes on an upcoming client meeting and get a 1-page brief with talking points, risks, and questions to ask
  • QBR Narrative Builder — Turn raw account data into an executive-ready story in minutes
  • Escalation Brief Generator — Draft a crisp escalation summary when the clock is ticking
  • Client Email Polisher — Paste your draft client email and get an executive-ready version that's clear, professional, and action-oriented
  • Weekly Priorities Organizer — Paste your to-do list and account notes to get a prioritized action plan sorted by urgency and client impact

These 5 prompts are built from the same methodology behind Customer Success OS. If they save you time this week, imagine what the full system does.

Get instant access

Free download. Delivered to your inbox. Start using them today.

No spam. No sales calls. Just 5 prompts that work.

Sneak Peek
What's inside Customer Success OS

8 comprehensive sections covering the full CSM lifecycle, from onboarding to renewal. The free toolkit gives you a taste. The full playbook gives you the system.

Section 1

Account Intelligence Setup

Load your entire book of business into Claude. Company intel, contract details, internal context.

Section 2

Onboarding & Transitions

Sales handoff intake, leadership intro prep, go-live planning, and inheriting live accounts.

Section 3

Health Scoring

Weekly health checks, at-risk recovery plans, portfolio digests, and expansion signals.

Section 4

QBR Mastery

Agenda building to executive narratives to commitment boards. Full QBR lifecycle, AI-powered.

Section 5

Escalation Management

Escalation briefs in minutes, client comms, internal nudges, and post-resolution recovery.

Section 6

Stakeholder Intelligence

Map every stakeholder. Identify blockers. Handle champion departures with a playbook, not panic.

Section 7

Renewals & Expansion

Renewal readiness assessments, 18-month touchpoints, and expansion signal scanning.

Section 8-9

Reference & Governance

Complete prompt reference, agent setup checklists, and enterprise-safe AI governance.

Want to try 5 of these prompts right now?

Download the Free Toolkit →
Tier 2: Agentic Architect
6 agents that run your CS workflow

Autonomous blueprints that handle the heavy lifting while you focus on relationships.

🎯

Onboarding Intelligence

Monitors touchpoints during implementation and flags relationship gaps early.

Tier 2

Pulse Agent

Monday morning portfolio health digest. Know which accounts need attention first.

Tier 2
📋

Prep Agent

Full QBR package builder. Six output files, automated research, exec-ready narratives.

Tier 2
🛡

Shield Agent

Escalation monitor with three modes. Catches stalled tickets before clients notice.

Tier 2
🔍

Scout Agent

Pre-meeting intelligence briefing. Full situational brief 30 minutes before every call.

Tier 2
⚓

Anchor Agent

Renewal timeline tracker with opt-out deadline alerts. Never surprised by a renewal.

Tier 2
Coming Soon
The full playbook is launching soon

Pricing TBD. Waitlist members get early access, the best launch price, and a say in what goes in.

Pricing TBD

Be the first to know when Customer Success OS goes live

Get the free AI Toolkit now, then be first in line when the full playbook drops. No commitment, no credit card.

Early access to the full playbook Best launch price guaranteed Free AI Toolkit immediately
About the Author
Built from real workflows
GH

Greg Humlicek

Client Success Manager in healthcare SaaS. Every prompt, framework, and agent blueprint in this playbook was built from real production workflows managing enterprise accounts. This isn't theory. It's the system I use every day.

11 Years
In Customer Success
$49M
Book of Business
B2B SaaS
Healthcare Vertical
Don't Wait
A 5-minute read that could save you 5 hours this week

Download the free AI Toolkit for CSMs. 5 prompts, ready to use, zero learning curve. If it saves you even one hour of QBR prep, it was worth the 30 seconds to sign up.

Free. No credit card. No sales calls. Unsubscribe anytime.

FAQ
Common questions
Who is this for?
Customer Success Managers, CS leaders, and anyone managing client relationships in B2B SaaS. Whether you manage 5 accounts or 50, the prompts and frameworks scale to your book of business.
What AI tools do I need?
Claude by Anthropic (any tier works). The playbook is designed to work with Claude Chat, Cowork, and Code. Prompts can be adapted for other AI tools, but they're optimized for Claude.
Is this safe for enterprise environments?
Yes. The playbook includes a full governance chapter covering data discipline, enterprise licensing, human-in-the-loop requirements, and a compliance framework you can present to your security team.
What do I get when I sign up?
Immediately: the free AI Toolkit with 5 production-tested prompts covering meeting prep, QBR narratives, escalation briefs, email polishing, and weekly prioritization. You'll also be first in line when the full Customer Success OS playbook launches, with the best available price.
What if I'm brand new to AI?
That's exactly who the toolkit is built for. Each prompt includes clear instructions and works with copy-paste. No coding, no setup. If you can type into a chat window, you can use these.
When does the full playbook launch?
Soon. Pricing is still TBD. Waitlist members will be the first to know and will get the best launch price. Sign up for the free toolkit to get on the list.