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Resources / Case Studies

What Productized Advisory Delivers.

Eight capability cases showing what each STAR solution and its AI agents do inside a professional service firm.

Each case describes the recurring problem, the system that removes it, the agent that carries the work, and the outcomes the model is built to produce — no client names required.

Capability Cases

What Each System Delivers.

Each case shows the problem a solution removes, what its AI agent handles, and the results the system is built to produce.

  • Financial statements and ledger reports on a desk under blue light
    AccountingCASE_01

    Monthly close & reporting

    A close package that assembles itself.

    Close cycle time
    -60%Close cycle time
    Entities per reviewer
    3xEntities per reviewer
    Monthly fee model
    RecurringMonthly fee model

    The challenge. Close is rebuilt by hand for every entity each month, so senior staff spend the week formatting instead of advising.

    What the system does. The solution packages a monthly close and reporting offer; the agent pulls the trial balance, builds the statements, and drafts the variance narrative for review.

  • Organized tax document folders and a calendar grid on a dark desk
    TaxCASE_02

    Season intake & advisory

    Season starts complete, not in follow-ups.

    Files complete on time
    90%+Files complete on time
    Season compression
    -3 wksSeason compression
    Advisory touchpoints
    4x/yrAdvisory touchpoints

    The challenge. Organizers arrive half-finished, so filing season is spent chasing documents instead of finding planning opportunities.

    What the system does. The solution standardizes intake and adds quarterly advisory touchpoints; the agent requests, validates, and tracks every client document until the file is ready.

  • Framework diagram projected on glass in a dark boardroom
    ConsultingCASE_03

    Methodology productization

    Your method becomes a product you can sell.

    Margin per engagement
    +40%Margin per engagement
    Unpaid scoping hours
    -50%Unpaid scoping hours
    To a sellable offer
    30 daysTo a sellable offer

    The challenge. The firm's best approach lives in partners' heads, so every pursuit is scoped from scratch and nothing can be resold.

    What the system does. The solution turns the method into a packaged, priced offer; the agent converts delivery steps into templates, artifacts, and a repeatable engagement structure.

  • Dark office workstation with a subtle blue data network overlay
    AI OperationsCASE_04

    Practice-wide AI adoption

    An AI plan leadership can actually approve.

    To a board-ready roadmap
    2 weeksTo a board-ready roadmap
    Workflows sequenced
    10+Workflows sequenced
    Risk and review controls
    GovernedRisk and review controls

    The challenge. The board asks for an AI roadmap while nobody can say where the practice stands or which workflows to change first.

    What the system does. The operating system scores readiness, risk, and sequencing; the agent produces the assessment, the prioritized workflow list, and the governance guardrails.

  • Contract stacks on a dark desk with a scales-of-justice silhouette
    LegalCASE_05

    Contract & risk subscription

    The contract queue stops being the bottleneck.

    Review turnaround
    -70%Review turnaround
    Subscription revenue
    MonthlySubscription revenue
    Every obligation date
    TrackedEvery obligation date

    The challenge. Review capacity is capped by attorney hours, so client deals wait and obligations are tracked in someone's inbox.

    What the system does. The solution converts review into a subscription program; the agent triages incoming contracts, flags deviations from playbook positions, and drafts the first markup.

  • Portfolio allocation charts on a tablet and printed reports
    Wealth AdvisoryCASE_06

    Household onboarding & reviews

    Advisors present plans instead of building them.

    Onboarding, not weeks
    DaysOnboarding, not weeks
    Households per advisor
    +35%Households per advisor
    Proactive plan checks
    Every qtrProactive plan checks

    The challenge. Multi-custodian households are consolidated by hand before every review, capping how many relationships an advisor can hold.

    What the system does. The solution systemizes onboarding and review cycles; the agent consolidates statements, normalizes holdings, and assembles the base plan and meeting pack.

  • Valuation report beside figures exchanging a key under amber light
    SuccessionCASE_07

    Owner value & transition

    Enterprise value measured, then moved.

    Every value driver
    ScoredEvery value driver
    Exit scenarios modeled
    MultipleExit scenarios modeled
    To transaction-ready
    6-9 mosTo transaction-ready

    The challenge. Owners cannot answer what the business is worth or what is holding the multiple down, so transition planning stalls.

    What the system does. The solution quantifies value drivers and builds the transition roadmap; the agent scores each driver, models scenarios, and revalues as gaps get closed.

  • Operations dashboard glowing beside a distribution facility at night
    Mid-MarketCASE_08

    Operating system rollout

    Recommendations turn into rollouts.

    To full rollout
    10-18 wksTo full rollout
    Adoption by team
    TrackedAdoption by team
    Improvement evidenced
    EBITDAImprovement evidenced

    The challenge. Advice is accepted and then never implemented, so the operating improvements are never banked as earnings.

    What the system does. The solution installs the operating system across functions; the agent sequences the rollout, assigns owners, and tracks adoption evidence week by week.

Representative capability outcomes across engagements — not results from a single named firm.

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