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.