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Proof of Work

Results That Show Up
in the Numbers

No case studies written by marketing teams. These are real operational results from AI tools deployed in real businesses. Waste eliminated. Revenue recovered. Measured in dollars, not slides.

$0K+
Avg. Waste Eliminated
Per Engagement
<21 Days
Average Time to
First Results
0+ Yrs
Operational Experience
Behind Every Tool
0 Sites
Global Operations
Managed Directly
$0B
Supply Chain Spend
Managed

Real Deployments. Real Numbers.

Contract Manufacturer — Midwest
Predictive Maintenance AI Eliminated Unplanned Downtime
$28M revenue, 3 production lines, 47 employees. Running reactive maintenance on aging equipment.
$180K
Annual downtime
cost eliminated
94%
Reduction in
unplanned stops
14 Days
Time to
deployment

The plant was losing 4–6 hours per week to unplanned equipment failures on their primary conveyor and mixing systems. Maintenance was reactive — operators called it in when something broke. We deployed the ikigaiOS Predictive Maintenance AI, wired to sensor data from 4 critical machines. Within 14 days it was live, predicting failures 3–7 days in advance and issuing automated work orders. Downtime dropped 94% in the first 60 days.

Tool: AI Predictive Maintenance Agent
Industrial Distributor — Southeast
AI Inventory Alert Agent Recovered $95K in Excess Stock
$45M revenue, 3,200 SKUs, 2 warehouses. Carrying $2.1M in excess inventory with no automated visibility.
$95K
Excess inventory
recovered in 90 days
6.2x
Inventory turns
improvement
10 Days
Time to
deployment

The operations team was managing inventory manually through weekly Excel reports. Excess stock was invisible until the annual physical count. We deployed the AI Inventory Alert Agent, connected to their ERP data feed. It immediately surfaced $2.1M in excess inventory across 847 SKUs and began issuing daily automated alerts with recommended actions. The purchasing team recovered $95K in the first 90 days by redirecting orders and liquidating slow movers.

Tool: AI Inventory Alert Agent
HVAC Service Company — Texas
AI Lead Response System Recovered 38% of Lost Leads
$4.2M revenue, 12 technicians, 3 dispatchers. Losing after-hours and weekend leads to competitors.
$67K
Revenue recovered
in first 90 days
38%
Previously lost
leads converted
7 Days
Time to
deployment

The owner was losing 15–20 leads per week after hours because no one was answering the phone or responding to web form submissions. Competitors were getting to those customers first. We deployed the AI Lead Capture & Instant Response System in 7 days. It now responds to every inbound lead within 90 seconds, 24/7, qualifies the job, books a callback, and routes urgent calls to the on-call tech. Revenue recovered in the first 90 days: $67K.

Tool: AI Lead Capture & Instant Response System
Precision Machining Shop — Ohio
Auto-Quoting AI Cut Quote Cycle Time from 3 Days to 4 Hours
$18M revenue, 28 employees, 60–80 RFQs per month. Quoting was a manual 3-day process.
94%
Reduction in
quote cycle time
$120K
Additional revenue
from faster quotes
21 Days
Time to
deployment

The shop was losing jobs to competitors who could quote faster. Their 3-day manual quoting process required the owner and two engineers to pull material costs, labor rates, and shipping manually for every RFQ. We deployed the AI Auto-Quoting System in 21 days. It now pulls real-time material costs, applies their labor and markup rules, generates a professional PDF quote, and routes it for approval — in under 4 hours. They won 14 additional jobs in the first 60 days that they would have lost to slower quoting.

Tool: AI Auto-Quoting System

Straight From the Floor

He doesn't come in with a slide deck. He comes in with a tool that works. We had the predictive maintenance system live in two weeks and it paid for itself in the first month.
Plant Manager — Contract Manufacturer, Midwest
I've worked with consultants who charge twice as much and deliver a report. Chris delivered a working AI system that my dispatcher uses every single day. That's the difference.
Owner — HVAC Service Company, Texas
The quoting tool alone changed our business. We're winning jobs we used to lose just because we couldn't respond fast enough. It was deployed in three weeks and it just works.
President — Precision Machining Shop, Ohio
What I appreciated most was that he understood our operations before he touched the technology. He knew exactly where the waste was before we even started building.
VP Operations — Industrial Distributor, Southeast

What Would $50K–$200K
Mean to Your Business?

The 30-minute AI Deployment Diagnostic identifies exactly where that money is hiding in your operations — and which AI tool will recover it fastest.