Case Studies

Real systems we've built for real businesses.

Every engagement is custom to your business. Here are a few examples of how we've identified bottlenecks and implemented systems, processes, and AI to help teams do more with less.

Growth & Speed Running since November 2026 · our own marketing

Our Own Shop · Built for Agency Content Teams

An AI Content Studio for Ads, Webinars, and Shorts

Our own content operation: Claude Fable plans and reviews, and Claude Opus agents edit talking-head footage into Meta ads, thumbnails, a full webinar edit, and shorts in one written-down style.

63

Meta ads edited in one house style

12

edit styles built before one became the standard

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Sales & Calls Delivered October 2026

Digital Marketing Agency · Law & Home Services

AI Call Grading That Trains Account Managers

AI grading of a marketing agency's own client calls, turned into a playbook and video training that teaches account managers what its best calls do.

452

client reporting calls graded

47

real call clips in the training library

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Customer-Facing AI Live since September 2026 · 19 spas enabled

Wellness Franchise · 40+ locations

AI Receptionist That Answers and Books

An AI receptionist that answers the calls and texts the front desk can't, recognizes returning members, and books into the live schedule.

54 days

from rebuild plan to live calls

2,296

calls answered in 30 days

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Customer-Facing AI Live since October 2026

Design Marketplace · Collector Events

AI Shopping Companion for Collectors

A shopping companion on every page that knows the shopper's orders, the piece they're viewing, and the whole catalog, with private data kept private.

5 days

from first commit to production

18

tools across the shopper, the page, and the catalog

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AI Employees Live since August 2026

Design Marketplace · Ops & Support

AI Ops Assistant That Knows the Database and Code

An assistant in the admin that answers ops, logistics, and support questions from the live database and code, with step-by-step admin guidance.

29 days

from first commit to production

2,000+

source files it searches to explain how things work

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Platforms In rollout · client launch October 2026

Digital Marketing Agency · Local Services

A Reporting Platform That Proves Client Value

A platform we designed and an agency's team built that shows each client the calls, rankings, and work their retainer paid for.

1 yr

of call history in one warehouse

2 clicks

for a market analysis that took 30 minutes

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AI Employees Live since August 2026

Design Marketplace · Lean Team

AI Chief of Staff for a Flat Team

Daily accountability without managers: an AI chief of staff that turns a CEO's goals into a personal check-in for every team member, twice a day.

2

personal check-ins per person every weekday

14 days

from first request to the first live check-in

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Platforms In build · launch planned for 2027

Wellness Franchise · ~50 locations

A Booking and POS Platform the Franchise Owns

A booking, checkout, and client platform the franchise owns, with each location's history reconciled to the cent before it switches.

72,871

orders reconciled to the cent

21

locations syncing live

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Platforms

Digital Marketing · 250+ clients

One Lead and Revenue View Across 250+ Clients

One system that tracks every lead from first touch to closed deal across a marketing company's 250+ client accounts.

20hrs

saved weekly in manual reporting

6→1

reporting platforms consolidated

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Sales & Calls Live since November 2026

Digital Marketing Agency · 100+ clients

Finding the Clients Who Had Already Left

Churn detection that reads every client conversation for silence and goodbye language, with an AI judge that quotes its evidence and a person who confirms every finding.

15 of 17

churned clients caught by one silence signal

1 of 17

marked churned in the agency's own records

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Internal Ops In rollout · live since November 2026

Digital Marketing Agency · WordPress Sites

A QA Bot That Checks Website Changes Before Clients Do

A QA bot that checks each finished website change on the real pages and sends misses back to the team with screenshots before the work goes to the client.

20 sec

median check per finished request

4 days

from first version to live

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Internal Ops

SaaS · 120 employees

An AI-Searchable Knowledge Base

An AI-searchable knowledge base with version control and a Slack integration that cut a SaaS company's new-hire ramp time by 60%.

60%

faster new-hire ramp time

85%

of questions answered by AI

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Growth & Speed

B2C Tech · Series B · $25M raised

Engineering Velocity System

Weekly sprints, parallel pods, and AI workflows for every role that made a 15-person product team ship 3 times faster.

3x

faster task-to-deployment

Weekly

sprint cadence with fast pivots

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Internal Ops

Social Commerce · Lean Team

AI Contract Drafting Without the Legal Wait

An AI agent that drafts contracts from the company's own templates in 15 minutes, flags key terms, and writes negotiation scripts.

15 min

from input to contract-ready draft

70%

reduction in outside counsel costs

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Internal Ops

Digital Marketing Agency · 15-20 clients/month

Client Onboarding in 5 Days, Not 24

A rebuilt onboarding workflow with automated collection, follow-ups, and AI monitoring that delivers every new client in 5 business days.

24→5

days average onboarding time

Day 1

work delivered in first billing cycle

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Growth & Speed

Technology · Customer Acquisition

Automated SEO & Content Engine

AI systems that let a lean marketing team publish 8 to 10 times more content and cut wasted ad spend by 30%.

8-10

blog posts per week, up from 1-2

30%

reduction in wasted ad spend

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