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EXAMPLE SCENARIOS — NOT CLIENT CASE STUDIES

WHAT THE
WORK LOOKS
LIKE.

Four illustrative scenarios showing the kind of problems we fix, what we build, and what changes. Not client results — a description of the work.

SCENARIO 01 CRM INTEGRATION

The Pattern

A business with more than one place leads come in — a website form, a phone line, a marketplace listing — and nowhere they all land automatically.

The Bottleneck

Someone is manually copying leads into the CRM, usually in batches, usually not right away. Whatever arrives after hours or on a Friday afternoon waits until someone gets to it.

The Smallest Useful Build

Connect the intake source directly to the CRM: parsed, deduped, and logged automatically, with the right salesperson assigned before anyone opens the inbox. Built on the CRM already in use — no new software.

What Changes

  • No lead sits unlogged waiting for someone to type it in
  • Nothing submitted after hours dies before anyone sees it
  • The time spent re-typing the same information moves to selling

If leads come in from more than one place and someone is manually moving them anywhere, that's a CRM integration problem.

SCENARIO 02 LEAD / QUOTE FOLLOW-UP

The Pattern

A quote-driven business where estimates go out, and then whether anyone follows up depends on whether a salesperson remembers to.

The Bottleneck

Quotes sent with no systematic follow-up is one of the most common revenue leaks in quote-driven businesses — not because the quote was wrong, but because nobody chased it.

The Smallest Useful Build

Automated, sequenced follow-up on every open quote until it closes or dies honestly — no manual tracking, no quote falling out of sight because the salesperson got busy.

What Changes

  • Every open quote gets chased — not just the ones someone remembers
  • Quotes close or get honestly marked dead — not left in limbo
  • Follow-up stops depending on any one person's memory

If your quotes go out and then nothing systematic happens next, that's a follow-up problem, not a sales-skill problem.

SCENARIO 03 CLIENT INTAKE

The Pattern

A business with a standing "new client" or "become a dealer" form that gets submitted and then processed entirely by hand.

The Bottleneck

Every submission needs the same manual steps — review, score, route to the right person, start onboarding — and none of it happens until someone remembers to open the inbox.

The Smallest Useful Build

Structured intake: submissions scored against clear criteria, routed automatically, and started down an onboarding checklist — instead of sitting in someone's email.

What Changes

  • Applications get scored and routed the same way every time
  • Onboarding starts from a checklist, not from memory
  • Nothing sits in an inbox waiting to be noticed

If new-client or dealer applications are processed by hand, that's a client intake problem, and it scales badly as volume grows.

SCENARIO 04 DOCUMENT-HEAVY ADMINISTRATION

The Pattern

A business where the same types of documents — client agreements, standard notices, recurring reports — get drafted from scratch every time.

The Bottleneck

Each person handles the same recurring paperwork a little differently — copy-pasting from the last one, retyping details that already exist somewhere else, reviewing line by line because there's no consistent starting point.

The Smallest Useful Build

Templates for the recurring documents, pre-filled from data that already exists, with a clear review step before anything goes out — built with clear guardrails on what needs a human check before sending.

What Changes

  • Recurring documents start from a consistent template, not a blank page
  • Details get pulled from existing data instead of retyped
  • A human still reviews before anything ships

If your team writes the same kind of document every week and everyone does it a little differently, that's a consistency problem AI can help with — without replacing anyone.

HAVE A BOTTLENECK LIKE ONE OF THESE?

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