BuildFutures

Case studies

Real workflows.
Published operating outcomes.

Each case shows what the business was carrying, what changed, which decision stayed human-owned, how the result is represented publicly, and the system that supported the work.

Inspect the cases ↓
Proof boundary

Harbor & Vale, Summit HVAC, and Meridian Legal are presented as real case studies with published outcomes. The interactive workflow interfaces below are reconstructed explanations—not original client screenshots. These public summaries do not expose private source records, client systems, or undisclosed measurement formulas.

Accounting · 2 locations · 14 staff

Harbor & Vale Accounting automated 58% of tax-season intake without hiring.

Relevant serviceProduction Workflow System

Business context

Fourteen staff across two offices and a 14-week tax season. New-client intake covered document collection, independence checks, engagement-letter preparation, and kickoff scheduling.

Costly workflow

Each intake consumed 90 minutes of associate time. Four touchpoints across email, a document portal, and CRM plus a manual independence check created peak-season administrative drag.

Baseline

Senior associates spent 30% of their March time on administration instead of returns. The independence check used a 12-year client record.

58%intake automated

11 hrssaved per preparer each week

3.4×faster engagement-letter turnaround

0tax filings delayed by intake friction

Intervention

One intake system prepared the work from first conversation through kickoff.

It collected required information, requested and verified documents, ran the independence check against the firm’s full history, drafted the engagement letter from approved templates, and scheduled the kickoff meeting. The published case says it went live in three weeks.

Human approval boundary

The firm kept tax judgment and flagged independence decisions.

A partner reviewed every flagged independence issue. Substantive tax questions routed to a partner with the relevant context attached.

How the result is measured

Workflow-level operating measures, not a generic ROI claim.

The published case reports automation share, preparer hours returned each week, engagement-letter turnaround, and intake-related filing delays. This public summary does not add an undisclosed formula, measurement window, or source record.

Reconstructed product experience

Harbor & Vale intake control

Use the steps to inspect how intake moved from preparation to partner-owned judgment.

Intake workspace

Collect the complete starting record once.

Required information is gathered conversationally. Substantive tax questions are separated from administrative intake and routed to a partner.

Required client informationCollected

Administrative questionsPrepared

Tax judgmentPartner-owned

Read the complete walkthrough as text
  1. Collect required intake information and route substantive tax questions to a partner.
  2. Request, receive, and verify documents; expose missing material.
  3. Run the independence check against firm history and preserve source context.
  4. Route potential matches with a reason, context, and owner.
  5. Require partner approval before the flagged intake can continue.

Have an intake workflow with the same kind of friction?Start the Fit Check →

HVAC · 14 trucks · 38 staff

Summit HVAC cut quoting from 20 minutes to 3.

Relevant serviceProduction Workflow System

Business context

Fourteen trucks, three dispatchers, and more than 40 quotes per day during summer. Every quote required parts availability, labor calculation, and formatted customer output.

Costly workflow

Dispatchers spent 60% of their time preparing quotes. Peak-season quotes that should have gone at 2 p.m. were being sent at 9 p.m. while customers had same-day competitor options.

Baseline

The original quote process averaged 20 minutes and depended on office staff reconstructing job context from the field.

3 minaverage quote turnaround

$8.2ksaved per month in dispatch

+18%close rate on quoted jobs

1 personfreed from full-time quoting duty

Intervention

Field input became a checked, prepared quote packet.

A simple on-site form captured job details. The system checked supplier parts availability, calculated labor using equipment type and truck location, and prepared a formatted quote.

Human approval boundary

The dispatcher approved every customer-ready quote.

Incomplete field submissions returned for clarification. The system prepared the quote; it did not send a customer commitment without dispatcher review.

How the result is measured

Cycle time, dispatch cost, quote conversion, and staff allocation.

The published case reports average quote turnaround, monthly dispatch savings, close-rate change, and staff capacity. This public summary does not add an undisclosed formula, measurement window, or source record.

Reconstructed product experience

Summit quote preparation

Use the steps to inspect how field evidence became a dispatcher-approved customer quote.

Field job input

Capture the details the quote depends on.

Equipment type, visible model details, and symptom checklists turn field notes into a structured starting record.

Equipment typeRequired

Model detailsCaptured

Symptom checklistComplete

Read the complete walkthrough as text
  1. Capture equipment, model, and symptom details in the field.
  2. Check parts availability and apply equipment and location-based labor logic.
  3. Prepare the formatted quote with its sources linked.
  4. Require dispatcher approval or return incomplete input for clarification.
  5. Release the customer-ready output and preserve the decision record.

Have a quoting or dispatch workflow with the same kind of friction?Start the Fit Check →

Legal · 8 attorneys · 12 staff

Meridian Legal automated 60% of intake without losing the human touch.

Relevant serviceProduction Workflow System

Business context

Eight attorneys and 12 support staff managed intake through three phone calls, two emails, a conflict check, and 40 minutes of paralegal time per potential client.

Costly workflow

Intake took five to seven business days from first call to signed engagement letter. Conflict checks required manual searches across 14 years of client records, while a Word form moved by email.

Baseline

Attorneys spent 30% of their time on administrative intake work that did not require legal judgment.

60%of intake automated

4.2×faster conflict checks

92%client satisfaction with intake

+3clients per week per attorney capacity

Intervention

Structured intake and conflict context replaced the document chase.

A conversational form collected client information, ran conflict checks against the 14-year database, flagged potential matches, drafted the engagement letter template, and scheduled the initial consultation.

Human approval boundary

Conflict decisions and fee conversations stayed attorney-owned.

The system prepared intake and conflict context. An attorney reviewed every conflict flag and kept the relationship-sensitive conversation.

How the result is measured

Automation share, conflict-check speed, satisfaction, and attorney capacity.

The published case reports these four operating outcomes. This public summary does not add an undisclosed formula, survey instrument, measurement window, or source record.

Reconstructed product experience

Meridian matter intake

Use the steps to inspect how structured intake and conflict context reached attorney judgment.

Structured intake

Collect the starting matter record without emailing a Word form.

The conversational intake separates required information from the legal and relationship decisions that belong later.

Client informationCollected

Matter contextStructured

Missing fieldsVisible

Read the complete walkthrough as text
  1. Collect structured client and matter information through a conversational flow.
  2. Screen the full 14-year client record and separate clear results from potential matches.
  3. Attach match basis and source context to every flagged item.
  4. Require attorney review for conflict flags and keep fee conversations attorney-led.
  5. Prepare the approved engagement template and initial consultation after the checkpoint.

Have an intake or conflict-review workflow with the same kind of friction?Start the Fit Check →