orgs

Use when you need to assess whether a client account is healthy, at risk, or slipping — before renewal, after a rough patch, or on a regular cadence — and decide what to do about it.

Use when a client request is ready to become production work and you must brief creative or media — turning a vague ask into an objective, an audience, and constraints the team can build against.

Use when responding to an RFP or writing a new-business proposal — to decide whether to pursue it, shape the offer, and produce a document a client can say yes to.

Use when preparing the quarterly review a client account faces — to report results against the objective honestly, read what worked, and set what the next quarter buys.

Use when you need to write or change a statement of work — turning an agreed offer into a scope, deliverables, price, and terms that both protect the client and defend the agency's margin.

Use when reviewing compensation for a role, a team, or the whole population — checks where people sit against defensible bands, finds equity gaps, and produces a ranked, costed set of adjustments.

Use when building or maintaining the self-serve answers employees reach for — turns the questions people actually ask into clear, sourced FAQ entries that deflect repeat questions and stay consistent with policy.

Use when a hire is accepted and you need to plan their first ninety days — builds a milestone plan plus a pre-day-one setup checklist so a new person ramps deliberately instead of being left to figure it out.

Use when preparing or running a performance review for an employee — assembles the rubric, goals, and evidence into one packet so a rating is defensible, calibrated, and turns into a real next step.

Use when answering a people-policy question from a manager or employee — finds the governing policy, applies it to the real facts, and returns one clear, sourced, consistent answer instead of a guess.

Use when starting with a new buyer — capturing must-haves, deal-breakers, budget, financing readiness, and timeline before the first tour so the search targets the stated need instead of wandering.

Use when a property must be priced or an offer must be judged competitive — selecting genuinely comparable sales, adjusting for real differences, and producing a defensible value range instead of a hopeful number.

Use when taking a signed listing to market — the gate-by-gate checklist that confirms pricing, prep, disclosures, media, copy, and syndication are all ready before a property goes live.

Use when building a campaign for a listing — identifying the most likely buyer, choosing the channels that reach them, specifying the media, and sequencing the launch so a property gets its strongest first week.

Use when a contract is executed and must be carried to closing — building the deadline calendar, tracking every contingency to resolution, and verifying the document set so no date is ever missed.

Use when new signups aren't reaching value — to define the first-win action, design the shortest path to it, and build the onboarding and lifecycle sequence that gets users there.

Use when a funded bet needs to become a buildable, testable feature slice — to write a PRD that names the problem, the smallest scope, explicit non-goals, and one success metric.

Use when you need to model, measure, or improve the self-serve growth engine — to map the acquisition→activation→retention→referral loop, find the leakiest stage, and run one experiment against it.

Use when the backlog needs to become a defensible plan — to sort bets into Now / Next / Later by evidence and capacity, keep Now small, and re-rank every cycle against what the loop returns.

Use before pitching or demoing to a prospect or existing account — to run structured discovery that names the real problem, its cost, the decision process, and whether a human sale is even warranted.

Use when scoring an account's health or refreshing a book of accounts — builds a weighted score from real usage, support, and relationship signals so red accounts surface early and interventions are owned before renewal is at risk.

Use when an issue outgrows the support queue or threatens an account — assigns a single owner, sets severity and communication cadence, drives resolution, and closes the loop with the customer plus a prevention step so the same fire doesn't start twice.

Use when turning a resolved ticket or recurring issue into a help-center article — writes task-first, tested, findable content that deflects the next ticket instead of describing the feature to someone who already knows it.

Use when preparing a renewal or forecasting a renewal cycle — produces a written per-account risk review from leading indicators, naming the risk, the evidence, the play, and the walk line so renewals are worked early instead of scrambled the week they're due.

Use when building or maintaining reusable support replies — creates a library of accurate, personalizable macros for common tickets so the queue answers fast and consistently without turning into copy-paste that ignores the customer.

Use when defining or applying the house voice so a book, a newsletter issue, and a podcast episode read as one publisher — the reference every brief cites and every copy edit enforces.

Use when turning publishing goals into a single slotted calendar across books, the newsletter, and the podcast — deciding what ships, in which format, on which date, and why it earns the slot.

Use when a book or a long article needs its argument's spine agreed before drafting — turning a brief into a part-and-chapter outline that holds one through-line end to end.

Use when turning a newsletter theme and the available floor material into a send-ready issue plan — one through-line, sections in order, and the subject line that earns the open.

Use when turning a podcast angle into a recording-ready episode brief — a hook, an arc, segments in order, a run of show, and the single takeaway a listener leaves with.

Use when building or refreshing a sourcing pipeline against an investment thesis — turns a mandate into explicit criteria, a scored candidate pool, and a defensible shortlist, as internal analysis only.

Use when producing or reviewing an internal investment diligence memo on a company — turns findings, market work, and risk into the firm's standard memo format, framed as analysis and never as advice to invest.

Use when drafting an internal limited-partner update or fund report — aggregates portfolio and fund-level facts into a sourced, informational update draft, framed as reporting and never as advice or solicitation.

Use when mapping a market or category for sourcing or diligence — segments the space, places the players, sizes the opportunity in ranges, and states the forces acting on it, as internal analysis only.

Use when running a periodic portfolio health review — turns each company's current KPIs and check-in notes into a rated health status, a ranked attention list, and tracked support actions, as internal operations only.

Use when preparing a candidate for an interview loop or a hiring debrief — assembles a single packet that gives each interviewer their assignment and gives the debrief the evidence it needs to decide.

Use when opening a new search or reviving a thin pipeline — turns a role's intake spec into a targeted sourcing plan with an ideal-candidate profile, channels, search criteria, and outreach messaging.

Use when a candidate has cleared the loop and you are preparing to extend or negotiate an offer — sets the target, band, flex levers, competing-offer read, and walk-away line before you make the offer.

Use when reporting on hiring health or investigating a stalled role — measures funnel conversion and time-in-stage, locates bottlenecks and drop-offs, and turns each finding into a recommended fix with a named owner.

Use when designing or revising a role's interview loop — builds a competency-to-stage map, standardized questions, leveled rubrics, and interviewer instructions so evaluation is consistent and bias-resistant.