Case Studies
Proof, not promises.
Real engagements, real numbers. A closer look at the systems we build inside operations-heavy businesses, and what they change.
Manufacturing · Leadership AI Adoption
Brilliance LED: AI fluency, built from the top down
A national lighting manufacturer makes AI a daily habit across its leadership team: desk-side coaching, a focused AI stack, and week-long tasks finished in an hour.
1 wk → 1 hr
Annual task, with AI
7
Leaders coached 1:1
5 → 1
Providers replaced
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Luxury Home Tech · Website & AI
A showroom-grade front door
A luxury home technology integrator rebuilds its website and maps where AI fits behind it: an online showroom, an always-on AI assistant, and a full-team AI Readiness Evaluation.
8 days
Launch to first new lead
8 of 8
Team evaluated
4 → 1
Providers replaced
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Consumer Goods · E-commerce
Taking a new consumer product to market
One embedded partner in place of a full growth team: the go-to-market system, commerce stack, and owner-facing reporting behind a national DTC launch.
~$7K
30-day revenue
~1.5x
Blended ROAS
7 roles
Seats replaced
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Residential Design-Build · Trades
Breaking the scaling ceiling
A family-run design-build firm rebuilds its operations on an AI foundation: documented SOPs, one consolidated stack, and a team that builds its own AI skills.
~2x
Headcount growth
10 → 1
Platforms merged
100%
Team AI-trained
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General Contracting · Custom Software
A multimillion-dollar trades business, run by three people
A fully custom, agent-ready CRM for a dual-line contractor: two pipelines, an estimating engine, a client portal, and an AI layer, all owned outright.
$M+ / yr
Revenue, team of three
$0
Per-seat licensing
Agent-ready
Built for AI agents
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Residential Design-Build · Trades
Breaking the scaling ceiling
A family-run design-build firm rebuilds its operations on an AI foundation: documented SOPs, one consolidated stack, and a team that builds its own AI skills.
~2x
Headcount since engagement
10 → 1
Platforms consolidated
100%
Team trained on AI
Read the case study →
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