An operating notebook.
Case studies answer what happened when a problem got solved. This page answers a different question: what actually gets created while solving it. Operating models, strategy and executive communication, service and implementation design, growth and adoption programs, analyses, and prototypes.
Organized by business problem across several organizations. Visuals are redrawn from the structure of the original work. How this was prepared · Read the case studies →
Executive Communication
Most operational work dies in translation. This is the part of the job that decides whether a room full of busy people leaves with the same understanding and one clear next step. The craft here is not presentation design. It is deciding what deserves the reader's attention and what does not.
Size of the underlying work. 3 published here.
- 01Enterprise Customer Success · Enterprise accounts, multi-year
The Recurring Business Review System
One review structure applied across a portfolio of enterprise accounts at three cadences: post-launch, monthly, and quarterly.
Business ReviewsKPI StorytellingAccount HealthOpen the entry → - 02Enterprise Customer Success · Enterprise accounts
Incident Communication Strategy
A repeatable way to explain a live product problem to enterprise customers: what is broken, what is being fixed now, what is being fixed properly, and who tells whom.
Incident ResponseStakeholder CommunicationEscalationOpen the entry → - 03Product Strategy
Competitive Intelligence & Business Recommendations
A structured competitive analysis examining the market through product, customer experience, pricing, support, positioning, strengths, weaknesses, and strategic opportunity.
Market AnalysisPositioningObjection HandlingOpen the entry →
Operational Systems
The structures underneath the case studies: how work is routed, who owns it, what gets measured, and what happens when something goes wrong. These are blueprints. Some ran in production, some were designed and partially adopted, and each one says which.
Size of the underlying work. 10 published here.
- 01Customer Operations · Connected hardware, direct to consumer
Customer Journey Operating System
A complete communication architecture spanning purchase through long-term customer success, designed as an operating system rather than a set of messages.
Operating ModelOrchestrationAutomation StrategyService DesignOpen the entry → - 02Customer Operations
Customer Experience Operating Model
A customer experience operating model spanning onboarding, lifecycle design, service standards, self-service, measurement, and long-term customer engagement.
Operating ModelService StandardsMeasurementOpen the entry → - 03Customer Operations
Customer Health Framework
A framework for reading customer signals, separating recoverable customers from finalized losses, and matching an intervention to the reason rather than the symptom.
RetentionCustomer HealthReportingOpen the entry → - 04Customer Operations · Direct-to-consumer, installed product
Order Operations Architecture
An operating model for orders: one rule that settles ownership, a split-intake work design, and a decision tree an associate can run in the moment.
WorkflowOwnershipDecision RulesDaily CadenceOpen the entry → - 05Customer Operations · Direct-to-consumer, installed product
SOP Systems & Documentation Governance
A three-layer model separating the operating model from the directory from the executable steps, with one rule preventing version drift.
SOPGovernanceChange ManagementOpen the entry → - 06Customer Operations · Direct-to-consumer, installed product
Order Lifecycle Failure Map
Nine lifecycle stages drawn alongside the specific failure that occurs at each one, with the current state and the intended state stated side by side.
Process DesignDiagnosisFailure AnalysisOpen the entry → - 07Customer Operations · Direct-to-consumer, installed product
Service Level Framework
A single response baseline for every task, the exceptions that earn a tighter clock, and the rule that a task may stay open but not stay untouched.
Service LevelsCadenceQueue HealthOpen the entry → - 08Customer Operations · Direct-to-consumer, installed product
Automation Request Architecture
An intake specification for automation and partner communication requests, built so that a request has to describe its own trigger, source of truth, and proof of success before it can be ranked.
AutomationIntake DesignPartner SystemsPrioritizationOpen the entry → - 09Customer Operations · Direct-to-consumer, installed product
Relocation Service Design
A move modeled as two dependent orders rather than one job, with the link between them treated as the thing most likely to fail.
Service DesignSequencingField OperationsOpen the entry → - 10Enterprise Customer Success · Enterprise accounts, installed product
Professional Services Partnership & Account Growth
A working partnership with the Professional Services function that grew from case-by-case coordination into a standing channel for solution scoping, quoting, and long-term account growth.
Professional ServicesAccount GrowthSolution ScopingCross-Functional PartnershipOpen the entry →
Upcoming work · 3 unpublished ↓
Real work not yet prepared for publication. These are not published projects.
- Escalation & Risk Framework
Severity definitions, routing paths, response clocks, and the decision rules that keep a serious issue from being handled as a routine one.
Status · Unpublished - Reporting Framework
What gets reported, to whom, how often, and what each number is supposed to trigger.
Status · Unpublished - AI-Assisted Operations & Guardrails
Where assisted decisioning belongs in an operation, what it should never own, and how to keep a person accountable for the outcome.
Status · Unpublished
Customer Enablement
A system only works if the people expected to run it understand it. This category is about the unglamorous half of every launch: training the staff, writing the guide, testing the build before customers see it, and making sure the person at the front desk has an answer.
Size of the underlying work. 6 published here.
- 01Enablement & Training · Multi-location rollouts
Staff & Member Enablement Guides
Step-by-step onboarding and account setup guides written for front line staff during large multi-location rollouts, including migrations between billing systems.
RolloutTrainingAdoptionOpen the entry → - 02Enablement & Training
Product & Dashboard Training
A structured walkthrough of a product's full feature set, organized the way a user encounters it rather than the way it was built.
TrainingProduct AdoptionDocumentationOpen the entry → - 03Enterprise Customer Success
User Acceptance Testing Program
Instructions and expectation-setting that let non-technical client stakeholders test a pre-release build without breaking anything or misreading what they found.
UATRelease ReadinessClient TestingOpen the entry → - 04Enablement & Training · Direct-to-consumer, installed product
Operator Training Architecture
A four-phase competency model and the three-week ramp that carries it, built so an associate earns queue ownership rather than being handed it.
TrainingOnboardingCompetency ModelOpen the entry → - 05Enablement & Training · Direct-to-consumer, installed product
Installation Feasibility Standards
A pre-installation qualification standard and the review loop behind it, turning a physical site constraint into a data gate before a crew is ever dispatched.
QualificationField EnablementEvidence StandardsOpen the entry → - 06Customer Operations · Direct-to-consumer hardware
Dispute and Chargeback Loss Analysis
Reading lost disputes as an operational defect log rather than a finance problem, and mapping each reason code back to the moment in the order path where the customer lost confidence.
Root Cause AnalysisOrder OperationsRiskOpen the entry →
Adoption & Engagement
Some work solves today's problem. Some work changes how tomorrow's conversations happen. This is the work of turning customer behavior into something an organization can act on: what people actually do, whether they come back, and what to change when they do not.
Size of the underlying work. 4 published here.
- 01Enterprise Customer Success · Portfolio of enterprise accounts
Adoption & Engagement Analysis
A standard way to read adoption, active usage, cohort retention, and growth loops across a portfolio of accounts, and to turn each read into a specific recommendation.
AdoptionRetentionBehavioral AnalysisOpen the entry → - 02Customer Operations
Advocacy & Sentiment Operations
Turning public reviews, ratings, and open-text feedback into coded reasons, counted themes, and assigned owners.
Voice of CustomerSentimentService RecoveryOpen the entry → - 03Customer Operations · Direct-to-consumer hardware
VIP and Gifting Program Charter
A charter for high-touch outreach: who qualifies, what is offered, who owns each stage, what could go wrong, and how success is measured before anything is sent.
Program DesignAdvocacyRisk RegisterOpen the entry → - 04Customer Operations · Direct-to-consumer hardware
Partner Feedback Operating Log
A single log that turns scattered field and partner feedback into rows with a topic, an owner, a priority, and a state, reviewed on a fixed cadence.
Feedback LoopsVendor OperationsTriageOpen the entry →
Product Exploration
Concepts that came out of operational and customer problems rather than a roadmap exercise. Every item here informed a strategic discussion. None of them are claimed as launched, and the ones that were never built are still worth showing, because the reasoning is the artifact.
Size of the underlying work. 1 published here.
Upcoming work · 6 unpublished ↓
Real work not yet prepared for publication. These are not published projects.
- Referral, Rewards & Advocacy
Using engagement and satisfaction signals to identify likely promoters, and rewarding the behaviors that build a habit rather than only the purchase. Proposed as an extension of the customer health work.
Status · Unpublished - Guided Onboarding
A short in-product survey shaping a first session: a product walkthrough, an equipment walkthrough, and a starting plan matched to what the customer said they wanted. Proposed.
Status · Unpublished - Self-Service & In-Product Support
Help positioned where the problem happens rather than in a separate destination, with topic usage deciding what gets rewritten or retired. Partially explored, not fully built.
Status · Unpublished - Assisted Support & Proactive Outreach
An assistant handling the repeatable layer, with inactivity nudges, scheduled check-ins, and order-status communication reaching customers before they have a reason to write in. Proposed.
Status · Unpublished - Frictionless Access: Magic Links & NFC
Removing the password from the entry path, and using a tap-to-connect interaction to skip pairing steps that generate a predictable share of support volume. Explored as concepts.
Status · Unpublished - Spatial Fit & Augmented Reality
Letting a customer check whether the product fits their space before they buy, rather than discovering the answer on installation day.
Status · Unpublished
Prototypes & Concepts
Design thinking in service of a decision. These are not marketing artifacts. They are the drawings used to get a room to agree on what a screen, a report, or a workflow should do before anyone spent money building it.
Size of the underlying work. 1 published here.
Upcoming work · 2 unpublished ↓
Real work not yet prepared for publication. These are not published projects.
- Review & Reporting Template System
The reusable document architecture behind recurring reviews: fixed sections, defined slide purposes, and a rule about what is allowed to be added.
Status · Unpublished - Workflow Visualization
Drawing a process as it actually runs, including the informal steps, so the room can argue about the real workflow rather than the documented one.
Status · Unpublished
Each entry carries its own implementation status. How materials were prepared for publication is described in the portfolio disclosure.