Vertical 01 "” AI Robotics & Automation

The robotsare already here.The math just changed.

Healthcare laundry, industrial, and commercial operators are running AI vision sorting, AMR fleets, and cobot lines today "” paying back in 6"“10 months at facilities with 50"“130 production workers. After the One Big Beautiful Bill Act restored 100% bonus depreciation in 2025, every month of delay is a month of foregone tax savings compounding against you.

What We Look At

Where automation pencils "” and where it doesn't.

Every analysis starts with the four cost drivers that determine whether Phase 1 deployment makes sense for your specific operation right now.

01

Labor cost & turnover

Production headcount, fully-loaded $/hour, attrition rate. The structural labor math is what makes or breaks Phase 1.

02

Capacity & throughput ceiling

Pieces/hour, soil-line bottleneck, peak-volume constraints. Robots don't add capacity "” they unlock it without adding headcount.

03

Compliance & audit posture

HLAC accreditation status, audit cadence, paper-vs-digital trail. Automation produces the audit trail as a side effect.

04

OBBBA tax position

Year 1 net effective cost after 100% bonus depreciation. A $900K Phase 1 investment generates ~$189K in Year 1 tax savings.

Why It Matters

Why 2026 is the alignment year.

6"“10
Month Phase 1 payback at HLAC-accredited facilities
Documented at comparable operations
96%
AI sorting accuracy vs 95% human benchmark
Vendor-validated, in production
100%
Bonus depreciation on automation equipment
OBBBA, July 2025
$31M
5-year net position, base-case operator model
Conjunction LLC base case
Free Analysis

Submit your situation.
Receive a real answer in 48 hours.

Tell us your production headcount, hourly cost, turnover, and HLAC status. Within 48 hours you receive a written Phase 1 ROI analysis specific to your facility "” including the highest-payback intervention available and an honest verdict on whether Phase 1 deployment makes financial sense for you right now.

What You Receive
  • Situation-specific written analysis (2"“3 pages)
  • Top cost driver or opportunity gap identified with evidence
  • Highest-ROI intervention available in your situation
  • Honest verdict "” does engagement pencil right now
  • ROI model preview based on the numbers you provide
  • No sales call required to receive the analysis
Request Your Free Analysis
Jacquie reviews every submission personally.
No sales call required. If your situation isn't a fit right now, you'll hear that clearly.