A disciplined path from concept to evidence
AiRE's development strategy is designed to retire technical risk before committing substantial capital to industrial design, manufacturing, certification, and commercialization.
Engineering validation preparation
AiRE has established the patent-pending architecture and completed a prototype RFP/SOW. The next development milestone is interdisciplinary engineering work focused first on sensing feasibility and then, if supported by the evidence, an embedded closed-loop prototype.
Development principle
Test the hardest question first. The initial program is intended to establish whether a controlled, multi-sensor system can produce stable and separable odor-response patterns under repeatable conditions.
Concept architecture
Defined the core sensing, classification, protected-response, and post-response verification thesis.
Provisional patent filing
Established patent-pending status for the filed invention disclosure.
Prototype RFP / SOW
Structured a phased interdisciplinary engineering program and evidence package for feasibility validation.
Engineering validation preparation
Identify the engineering partner, finalize scope and commercial terms, and prepare for the first feasibility phase.
Phase 1 — Sensing feasibility
Evaluate sensor-stack behavior, repeatability, environmental effects, and whether meaningful odor-class separation is present.
Phase 2 — Embedded closed-loop prototype
If Phase 1 supports a Go decision, integrate local classification, controlled dispensing, recovery logic, and post-response verification.
Product engineering & commercialization
Packaged alpha development, custom electronics, industrial design, manufacturing feasibility, certification planning, pilot production, and go-to-market execution.
Success means reviewable engineering evidence.
A compelling live demonstration is not enough. The feasibility program is intended to generate data and documentation that can be reviewed by AiRE, technical advisors, future partners, investors, and patent counsel.
Repeatability
Stable multi-sensor response behavior across repeated exposures and documented conditions.
Separation
Evidence that required odor states can be distinguished beyond simple total-VOC thresholding.
Class-level metrics
Transparent reporting of confusion, false positives, false negatives, ambiguous samples, and limitations.
Closed-loop proof
Before/after evidence supporting repeatable resolved, unresolved, contaminated, or no-action decisions.