Napier Labs: 2026 Executive Strategy & Vocational Roadmap
Private document for OOD Partners and Technical Collaborators only. This deck outlines the full financial architecture, production scaling model, and AI-driven growth trajectory underpinning the Napier Labs 2026 operating plan.
Monthly B2B Bundle Breakdown
| Bundle | Volume | Blank | Sublim. | Fulfill. | COGS/Unit | Sell | Gross/Unit | Mo. Gross | |
|---|---|---|---|---|---|---|---|---|---|
Starter B2B Bundle Entry-level: retail shops, small teams | 24 shirts / mo | $5.00 | $3.50 | $1.50 | $0.75 | $10.75 | $22.00 | $11.25 | $270 |
Growth B2B Bundle Mid-tier: sports teams, uniform contracts | 48 shirts / mo | $4.50 | $3.25 | $1.25 | $0.65 | $9.65 | $21.00 | $11.35 | $545 |
Scale B2B Bundle Production-tier: events, B2B wholesale | 96 shirts / mo | $4.00 | $3.00 | $1.00 | $0.55 | $8.55 | $20.00 | $11.45 | $1,099 |
Vinyl Signage Package Vehicle graphics, retail signage | 20 units / mo | — | $2.00 | — | $1.25 | $8.25 | $28.00 | $19.75 | $395 |
Digital App Retainer Vinyl Vision Pro / Garage Door SaaS | 1 client / mo | — | — | — | $0.00 | ~$120 time | $750 | $630 | $750 |
| Combined Monthly Gross (All Bundles Active) | $3,059 | ||||||||
Scaling ROI: Baseline vs. AI-Augmented Operations
| Metric | Baseline (Manual) | AI-Augmented | Delta | AI Driver |
|---|---|---|---|---|
| Shirts Produced / Month | 27 units | 96 units | +255% | AI layout optimization, batch queuing |
| Design Hours / Order | 2.5 hrs | 0.4 hrs | −84% | Vinyl Vision Pro AI auto-trace & cut path |
| Error Rate (Remakes) | ~18% | ~3% | −83% | ARMS 8.0 optical registration, barcode workflow |
| Monthly Gross Revenue | $590 | $3,059 | +418% | Volume scaling across all bundles |
| Production Labor Hours | 60 hrs | 28 hrs | −53% | Adaptive tooling (Media Set Assist, Blind-Touch) |
| Clients Serviced / Month | 2–3 | 7–10 | +3.5x | AI automation + Garage Door Pro referrals |
| Net Operating Margin | ~22% | ~51% | +132% | Overhead stays flat; volume lifts gross margin |
| Annual Run Rate | $7,080 | $36,708 | +419% | Full B2B stack operational by Q3 2026 |
This 3.5x scaling trajectory is fundamentally dependent on the synergy between Local AI Inference and Industrial-Grade Plotting.
The Graphtec CE8000-60 cutter eliminates the primary production bottleneck. The Puget Systems workstation eliminates the AI inference bottleneck. Without both, the volume numbers in this deck are unachievable. These are not luxury items — they are the load-bearing infrastructure of the business model.
Vocational Accommodation Framework
Physical Prosthetic (AI)
AI serves as a direct cognitive and physical extension — offsetting limitations in manual design throughput and enabling the same output as a 3-person team with a single operator.
Adaptive Hardware Protocol
Media Set Assist and Blind-Touch Control on the Graphtec CE8000-60 are primary vocational accommodations, not convenience features. They sustain production across extended sessions.
Ergonomic Workstation
The Ergotron LX sit-stand rig enables a compliant, safe production environment. Physical strain is a documented performance risk addressed directly by this equipment.
Confidential · 2026 · Not for Public Distribution
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