Andrew Luxem

Writing

The Strategic Brief

Practitioner notes on growth systems, CRM, retention, measurement, operating playbooks, and applied AI. Each brief names the decision, shows the mechanism, and closes with a practical next step.

2026-08-31
2 min
10x Strategy Meeting: Generate options beyond the current model without losing the reasoning

Teams reject unfamiliar ideas during generation or capture ideas without the reasoning, owner, and next decision needed to evaluate them later. This brief shows the mechanism, failure check, and adoption test.

OPERATING MODEL
2026-08-28
2 min
Weekly Schedule of Meetings: Turn the calendar into a visible operating cadence

Meetings accumulate one request at a time until decision forums, input deadlines, and protected work blocks collide. This brief shows the mechanism, failure check, and adoption test.

OPERATING MODEL
2026-08-26
2 min
Weekly Status Updates: Give stakeholders one defensible view of project position

Stakeholders receive an update but still need a meeting to learn whether the project is on plan, why it moved, and what may change next. This brief shows the mechanism, failure check, and adoption test.

OPERATING MODEL
2026-08-24
2 min
4-Blocker Business Reviews: Show business position, movement, risks, and actions in one review

A business review reports recent activity but does not show position against goals, material movement, open risks, or prior actions. This brief shows the mechanism, failure check, and adoption test.

OPERATING MODEL
2026-08-21
2 min
Silent Meetings: Replace presentation narration with shared evidence and a decision

A presenter spends most of the meeting narrating background, leaving little time to test the evidence or make the decision. This brief shows the mechanism, failure check, and adoption test.

OPERATING MODEL
2026-08-19
2 min
The 3Ps Framework: Turn weekly activity into progress, plans, and problems

A weekly update lists meetings, tickets, and drafts but leaves the reader unable to tell what changed, what happens next, or what needs help. This brief shows the mechanism, failure check, and adoption test.

OPERATING MODEL
2026-08-17
2 min
Successful Meetings: Make every meeting produce a decision or durable output

A meeting has attendees and an agenda, but no one has named the decision, action, learning, or relationship outcome it must produce. This brief shows the mechanism, failure check, and adoption test.

OPERATING MODEL
2026-08-13
2 min
Innovation Needs a Safe Playground

Innovation needs room to test and enough structure to protect customers, evidence, and the core operation. Define both before asking a team to move faster.

OPERATING MODEL
2026-08-10
3 min
What Transfers Across Different Businesses

Industries, brands, and tools change. The durable work is still customer evidence, a clear decision, a named owner, and a review that corrects the mechanism.

PERSONAL
2026-08-07
2 min
Attributed Revenue Is Not the Same as Causal Lift

Attribution can describe which touchpoint received credit. It cannot, by itself, show what would have happened without the intervention.

MEASUREMENT
2026-08-03
2 min
Look for Friction Before You Look for AI

The useful AI question is not where the technology can appear. It is which workflow contains measurable friction and which decision must remain human-owned.

APPLIED AI
2026-07-28
3 min
When a Playbook Becomes an Agent Skill

A document explains the work. A skill can help run it, but only when the package preserves evidence, ownership, safety boundaries, and review.

APPLIED AI
2026-07-21
5 min
The 72-Playbook Map: Choose the Mechanism That Matches the Failure

The library contains 72 playbooks across nine modules. The useful way to browse it is by the operating failure you need to repair.

OPERATING MODEL
2026-07-14
2 min
Build the Loop Before You Scale the Work

A scalable process needs more than documented steps. It needs an owner, a cadence, a measurable output, and a way to correct itself.

OPERATING MODEL
2026-07-08
2 min
Organizational Chaos Is a Systems Signal

Repeated emergencies, conflicting priorities, and late decisions are often outputs of the operating model. Diagnose the loop before prescribing more effort.

OPERATING MODEL
2026-07-02
3 min
Customer Behavior Should Guide the Decision

Customer behavior is evidence, not decoration. Use it to define the decision, constrain the intervention, and judge what changed.

CRM SYSTEMS
2026-06-26
3 min
The Growth Operating System: Turn Evidence Into a Repeatable Decision

Growth becomes more reliable when customer evidence moves through a named decision, an owned mechanism, and a closed review loop.

OPERATING MODEL
2026-06-25
2 min
Volume Is a Crutch When the System Is Unclear

More activity can hide weak strategy. Volume helps only when the system knows what it is trying to learn.

OPERATING MODEL
2026-06-23
1 min
A Single-Threaded Owner Is Not a Status Label

Ownership works when one person has the decision rights, context, and obligation to resolve tradeoffs.

OPERATING MODEL
2026-06-22
7 min
First-Party Data Strategy for Retention Teams

Third-party data is dying. Retention teams that build a first-party data infrastructure now will own the next decade of customer marketing.

CRM SYSTEMS
2026-06-22
2 min
Lifecycle Stage Beats Demographics for Most Growth Decisions

Lifecycle stage usually explains buying behavior better than static demographic labels.

RETENTION
2026-06-21
1 min
Holdout Testing Is an Antidote to Comfortable Measurement

Holdouts protect teams from mistaking tracked movement for incremental lift.

MEASUREMENT
2026-06-20
3 min
Daily Systems Check for 2026-06-20

A short operating brief on keeping growth work tied to constraints, evidence, and actual customer movement.

OPERATING MODEL
2026-06-15
6 min
Flows vs. Broadcasts: When to Automate and When to Send

The best email programs aren't all flows or all broadcasts. They balance both based on customer context, not convenience.

RETENTION
2026-06-08
6 min
LTV/CAC Is Not a Ratio: It Is a Growth Framework

Most teams treat LTV/CAC as a single number on a slide. It should be the operating system for how you allocate growth budget.

MEASUREMENT
2026-06-01
6 min
Retention Metrics That Matter: What to Track and What to Ignore

Most retention dashboards are cluttered with vanity metrics that feel good but don't predict behavior or revenue.

MEASUREMENT
2026-05-25
7 min
How to Choose a CRM Stack Without Wasting a Quarter

Most CRM stack evaluations take too long, cost too much, and end with a decision based on the best demo instead of the best fit.

CRM SYSTEMS
2026-05-18
6 min
AI Personalization at Scale: What Works and What Is Still Hype

Some AI personalization features deliver measurable lift. Others are vendor demos disguised as strategy.

APPLIED AI
2026-05-16
4 min
Why every AI vendor uses the same scary marketing

AI companies have converged on identical fear-based positioning. Understanding the pattern is how CRM leaders evaluate vendor claims without getting manipulated by them.

APPLIED AI
2026-05-11
7 min
Churn Prediction Models That Marketing Teams Can Actually Use

Most churn models sit in dashboards. The ones that reduce churn are wired into the systems where retention decisions happen.

APPLIED AI
2026-05-04
6 min
Predictive CLV: Stop Guessing Which Customers Are Worth the Investment

Historical CLV tells you what already happened. Predictive CLV tells you where to put the next dollar.

APPLIED AI
2026-04-27
6 min
SMS Compliance Is Not Optional: What Marketers Need to Know

The TCPA has real teeth and carriers are getting more aggressive about filtering. Here's what every lifecycle marketer needs to understand about SMS compliance.

CRM SYSTEMS
2026-04-20
6 min
Win-Back Sequences That Actually Win People Back

Most win-back campaigns are too late, too generic, and too persistent. Here's how to architect sequences that recover real revenue.

RETENTION
2026-04-13
6 min
RFM Segmentation: The Framework That Tells You Who Actually Matters

RFM scoring cuts through the noise of behavioral data and tells you exactly where to spend your retention budget.

RETENTION
2026-04-06
6 min
Email Deliverability Is a Revenue Problem, Not a Tech Problem

Deliverability failures don't show up in your ESP dashboard as lost revenue, but that's exactly what they are.

CRM SYSTEMS
2026-03-15
5 min
The Week in Systems: Retention Timing, AI Governance, and the Honesty Premium

Ten signals from the past week that share a common thread: the programs that work are the ones that respect how people actually behave, not how your dashboard says they should.

OPERATING MODEL
2026-03-13
5 min
The First 30 Days After Purchase Matter More Than Your Re-Engagement Flow

Most retention budgets are allocated backward. Heavy investment in winback sequences, almost nothing in the post-purchase window. The 30 days after first purchase predict lifetime value more accurately than any re-engagement campaign you'll ever run.

RETENTION
2026-01-23
5 min
Applied AI, Without the Hype: Notes from the Applied AI for Entrepreneurs Summit

At the Applied AI for Entrepreneurs Summit, the conversation shifted from tools and demos to judgment, systems, and responsibility. Here's what stuck.

APPLIED AI
2025-12-30
4 min
The Weekly Meeting Playbook: How to Replace Chaos With Rhythm

If your calendar feels like constant firefighting, meetings aren't the problem. The lack of a weekly operating rhythm is. Here's the playbook that brings clarity back.

OPERATING MODEL
2025-12-28
4 min
Why Most Weekly Team Updates Fail (And the Simple Framework That Fixes Them)

Most weekly update meetings don't fail because of people. They fail because there's no structure. Here's a simple four-block framework that turns updates into decisions.

OPERATING MODEL
2025-12-26
4 min
What If the Most Productive Sound in Your Next Meeting Was Silence?

Most meetings fail because the loudest voice wins. Silent meetings flip the script, using structured reading and discussion to drive clarity, inclusion, and better decisions.

OPERATING MODEL
2025-12-23
3 min
The 3Ps Framework: How to Instantly Improve Team Updates

Most team updates fail because they lack focus. The 3Ps framework (Progress, Plans, Problems) fixes that by forcing clarity into every update.

OPERATING MODEL
2025-12-21
4 min
Turn Meetings From Time Sinks Into Your Secret Weapon

Most meetings don't fail because of people. They fail because there's no system. Here's how to turn meetings from a frustration into a competitive advantage.

OPERATING MODEL
2025-10-10
3 min
Reflections from Braze Forge 2025

My first Braze Forge experience, from speaking on two panels to exploring how AI is reshaping experimentation, deliverability, and marketing leadership.

APPLIED AI
2025-09-16
3 min
30 Years as an Internet Power User: From Dial-Up to Whatever This Is

From dial-up tones to AI, I've spent 30 years as an 'Internet Power User' a front-row seat to how the web has reshaped our lives, work, and connection.

OPERATING MODEL
2025-08-18
3 min
What Are You Solving For? A Stakeholder Collaboration Framework

A practical communication framework to keep projects aligned, reduce friction, and turn conversations into solutions.

OPERATING MODEL
2025-08-11
3 min
How AI is Changing Customer Segmentation

From static lists to adaptive, real-time insights, AI is redefining how brands identify, understand, and engage with their customers.

APPLIED AI
2025-08-10
3 min
Marketing Automation Myths Debunked

Marketing automation is often misunderstood. Let's break down the most common myths and show how modern automation can boost both efficiency and authenticity.

CRM SYSTEMS
2025-08-10
3 min
MarTech Stack Essentials for Fast-Growing Teams

As your customer base and marketing ambitions expand, your MarTech stack must keep pace. Here are the must-have tools and principles that keep fast-growing teams agile, aligned, and ROI-focused.

CRM SYSTEMS
2025-08-10
3 min
Why Email Marketing Still Drives ROI

Email isn't dead. It's compounding. Here's why the inbox remains the workhorse behind sustainable, measurable growth.

CRM SYSTEMS
2025-08-04
2 min
The Day Amazon 'Predicted' the College Football National Championship Winner

What happens when the world's biggest e-commerce engine fumbles on game day? A look back at one of the most unexpected email mistakes, and the leadership lessons it taught me.

OPERATING MODEL
2025-08-03
2 min
Mastering Omnichannel Marketing: From Platforms to Personalization

Delivering a consistent customer experience across platforms takes more than technology. It takes trust, balance, and a human touch.

CRM SYSTEMS
2025-08-01
2 min
Rewarding Loyal Customers: Beyond Points and Perks

Loyalty programs aren't just about repeat purchases. They're reflections of appreciation, exclusivity, and trust. Here's how top brands build emotional loyalty and how your business can too.

RETENTION
2025-07-25
2 min
From Mass Marketing to Mass Personalization: Navigating the Shift

We've moved beyond the megaphone. Welcome to the age of the individual, where every brand experience should feel like a one-on-one conversation.

APPLIED AI
2025-07-01
2 min
AI in Marketing: A New Age of Discovery

AI is redefining the customer journey. But as personalization deepens, how do we protect privacy and preserve humanity?

APPLIED AI
2025-07-01
2 min
Balancing Automation and Authenticity: A Lesson from Big Dill Pickleball Co.

CRM is scaling fast with AI and automation, but human connection still drives loyalty. Here's how we kept it personal at Big Dill Pickleball Co.

CRM SYSTEMS
2025-06-30
3 min
Building a Strong CRM Framework: Lessons from the Field and Avoiding the Pitfalls

From Fortune 500 brands to tech innovators, the secret to sustained customer connection lies in a well-executed CRM strategy. Here's what I've learned.

CRM SYSTEMS
2022-08-20
3 min
The Freeze Band: A Restoration Story

Tracking down and restoring my dad's band's original master tapes from 1978, one fragile reel at a time.

PERSONAL

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