Builds · Side Quests

Systems for how a revenue team plans, sells, and learns.

I design and build GTM systems that turn fragmented information into structured intelligence and workflows a person can use. The work joins enterprise sales, product thinking, and technical implementation, from competitive intelligence and customer feedback to security research, enablement, and account-based GTM.

Each project is a prototype, professional field system, design, or concept. The label is the implementation status, not a production claim.

Illustrated portrait of Kristen Aing

Builder / Side Quests

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Lifecycle stages are a second filter. A project can sit in more than one functional category. Revenue Intelligence is the Measure prototype. The other case studies still carry their own metrics. A hypothesis is not a measured outcome.

10 matching projects

  • PrototypeTechnical Systems & AI

    Detector Coverage Atlas

    Compare secret-detection coverage in a source-backed sample. A larger catalog and live monitoring are not in this repository.

    I built the 3-by-3 sample and the rule that an unreviewed cell stays gray.

    Preview and tools

    Coverage sample

    Sample data

    Swipe sideways to explore the table.

    Illustrative comparison of detector coverage by source. Scroll horizontally on narrow screens to view all columns.
    SourceAWSGitHubSlackGitLabGCP
    TruffleHogCoveredCoveredObservedObservedObserved
    BetterleaksNot evaluatedNot evaluatedNot evaluatedNot evaluatedNot evaluated
    KingfisherNot evaluatedNot evaluatedNot evaluatedNot evaluatedNot evaluated
    On-site sample · Illustrative coverage
    View case study
  • Professional field systemAccount & Market Intelligence

    Competitive Intelligence Engine

    Turn competitor research into a source-backed brief and field guidance. Monitoring and automatic updates are designed, not running.

    I wrote the briefs and taught them. The monitor on the case study is a sample.

    Preview and tools

    Sample brief, not a monitor

    Detection is not verification

    Source: the public TruffleHog repository, reviewed for this sample in September 2026. Other providers stay Not evaluated.

    Illustrative field brief
    View case study
  • DesignedAccount & Market Intelligence

    Account Intelligence

    Watch assigned accounts, separate a business change from a hypothesis, and draft outreach a person still has to send.

    I designed the personal feed. The walkthrough uses fictional accounts and does not call a data source.

    Preview and tools

    Illustrative demo data

    Acme Corp · leadership change

    New VP of Application Security appointed. The reason to call is a hypothesis, not a fact.

    Fictional account scenario
    View case study
  • DesignedCustomer & Product Intelligence

    Customer Feedback Intelligence

    Group customer requests into themes with the account still attached. Intake from CRM and tickets is not connected.

    I run the sales-to-product loop in the field. The workspace is a browser sample.

    Preview and tools

    No product screenshot

    This card links to the case study. It is not a running interface.

    Written concept or design
    View case study
  • DesignedCustomer & Product Intelligence

    Product Release Intelligence

    Turn a release into reviewed lines for Sales, Customer Success, and customers. The hub itself is not built.

    I designed the question set I use with the field. There is no release application.

    Preview and tools

    No product screenshot

    This card links to the case study. It is not a running interface.

    Written concept or design
    View case study
  • DesignedSales Enablement & Productivity

    Truffle Camp

    A designed secrets-security learning path with a written module and one synthetic practice question. No course platform or saved progress.

    I designed the curriculum on top of enablement I have already done with teams.

    Preview and tools

    No product screenshot

    This card links to the case study. It is not a running interface.

    Written concept or design
    View case study
  • DesignedRevenue Strategy & Operations

    Partner GTM Engine

    Match partner account lists on domain, leave uncertain rows for a person, and show whitespace. Not deployed.

    I designed this from channel work. The page shows one fictional match.

    Preview and tools

    No product screenshot

    This card links to the case study. It is not a running interface.

    Written concept or design
    View case study
  • PrototypeRevenue Strategy & Operations

    Revenue Planning Simulator

    An editable planning year for a fictional company. Retention, expansion, and the new-ARR residual are formulas. The dollars are fixtures.

    I built the planner in gtm-revenue-os. It is not embedded here, and it is not an employer plan.

    Preview and tools

    No product screenshot

    This card links to the case study. It is not a running interface.

    Written concept or design
    View case study
  • PrototypeRevenue Strategy & Operations

    Revenue Intelligence

    Pipeline health from stage history, then planned new ARR against bookings and what is still required. The book is synthetic.

    I wrote the SQL. Win rate comes from the close, not the current stage.

    Preview and tools

    No product screenshot

    This card links to the case study. It is not a running interface.

    Written concept or design
    View case study
  • PrototypeRevenue Strategy & Operations

    GTM Operating Plan

    Territory coverage and AE capacity for the same fictional company. Potential is an estimate. Headcount does not create bookings.

    I built the operating plan in gtm-revenue-os. The $25M view is capacity math, not a result.

    Preview and tools

    No product screenshot

    This card links to the case study. It is not a running interface.

    Written concept or design
    View case study

Connected GTM systems

From market intelligence to customer execution.

These projects cover different parts of the same motion. Selecting one shows its inputs and output. The lines are a map, not a data integration.

Explore how the systems connect

Market and customer intelligence

GTM and product execution

Field enablement

Dashed links are a conceptual map. These projects do not exchange data.

On the roadmap

Ideas and operating models I am exploring next.