VapeSense
Smoke and vape evidence for non-smoking rentals, hotels and offices, with no camera and no microphone
Detects smoke and vape events in non-smoking apartments, hotel rooms and offices, and keeps a dated evidence record (particle curve, gas response, decay time, tamper events) that a manager can act on under a lease addendum or hotel policy.
- Who buys it
- Managers of non-smoking multifamily buildings first, then select-service hotels and office facilities teams. Not schools.
- Why it pays
- A smoked apartment turnover is about $1,500–5,000 (est.); Minut puts a hotel smoking incident at $620–1,300. One avoided or recovered incident pays for about 10–25 disc-years (est.).
- Target price
- $179 per disc + $5 per disc per month; $299 building gateway (target)
- First-minute wow
- An event card a resident can read too: 'aerosol consistent with vaping, 22:14, fine particles 93 % below 1 µm, cleared in 95 s', with no camera, no microphone and nothing about who was there.

What the research found
And how this design answers it
- School RFPs and false-accusation liability → schools out of scope; the buyer is a property owner enforcing a policy the occupant signed
- HALO-class price ($1,483–1,595 for the 3C-PC at CDW) → one Sensirion SEN66 module + BME690 + ESP32-C6, a BOM of about $111, sold at $179
- STR tools already sell smoke alerts at $10–19 a month → $5 a month, aimed at multifamily where tenant Wi-Fi can't be used: LoRa to one building gateway
- Microphones in a home are unacceptable → no camera, no microphone, no presence reports; the resident sees the same records as the manager
- Steam, sprays and cooking cause false alarms → event classifier on particle size ratio, decay time, RH and gas response, and a policy template that needs 2 events or a staff check
- Detectors get covered, sprayed or unplugged → light, flat-line, VOC-saturation and motion tamper events plus a supercap last-gasp frame
Use case
Repeated vaping in a non-smoking apartment
Property managerResident of Unit 304Building gatewayVapeSense cloud
- 01Trigger: at 22:14 PM1 jumps to 380 µg/m³ with 93 % of particles below 1 µm, RH +6 % and no NOx rise, clearing in 95 s
- 02Classify: the disc labels it an aerosol consistent with vaping (confidence 0.86) and sends a 34-byte LoRa summary, then the curve
- 03Report: the manager gets a next-morning digest; a second event within 30 days prepares a notice packet for the manager to review
- 04Transparency: the resident sees the same evidence cards through the link in the lease addendum and can add a dispute note
Outcome: The behaviour stops, or the lease fee is applied with a record that holds up; a $1,500–5,000 smoke turnover avoided (est.)
How it works
Architecture
- 01
Sense: Sensirion SEN66 (PM1–10, RH/T, VOC, NOx, CO₂) and Bosch BME690 at 1 Hz, plus light and motion for tamper
- 02
Decide: ESP32-C6 runs an event state machine and a gradient-boosted classifier on 30 event features
- 03
Send: LoRaWAN (RAK3172) to one gateway per building with LTE backhaul, or Wi-Fi MQTT/TLS on an owner IoT SSID
- 04
Tell: hotel push alerts, multifamily morning digests, hash-chained evidence cards, and a resident view
Hardware
Real parts, buyable today
Bill of materials: about $111 per disc at qty-1 prices including the adapter, about $90 at qty 120 (est.).
| Block | Part | Why this part |
|---|---|---|
| Air sensing | Sensirion SEN66-SIN-T | PM1–10, VOC, NOx, CO₂ and RH/T in one calibrated module, $58.55 at qty 1 |
| Gas fingerprint | Bosch BME690 | Heater-profile scans separate sprays and solvents from combustion |
| MCU | Espressif ESP32-C6-MINI-1 | Wi-Fi 6 for hotels and offices, BLE for install, enough for tree models |
| Building radio | RAKwireless RAK3172 | LoRa through apartment floors to one gateway; no tenant Wi-Fi |
| Power | UL-listed 5 V USB-C adapter or PoE splitter + 1 F supercap | No mains in the printed parts; a last-gasp frame when unplugged |
Mechanical
Printable CAD
6 parts, generated from code and checked as closed solids. Pick a part to inspect it, or download the STL files to print.
See the CAD parts render

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Real CAD · drag to rotate · scroll to zoomReal CAD · swipe sideways
Bought hardware fitted inside this part (checked in the CAD: nothing collides with the plastic)
Open risks we are working on
- Classifier accuracy against showers, sprays and cooking in real units is unproven; one wrong fee damages the manager's trust and the resident's tenancy (tests T2–T6)
- Legal exposure: state rules on monitoring devices in a dwelling, medical-cannabis accommodation and fair-housing consistency need an attorney's review before launch
- The hotel and short-term-rental market is crowded at $10–19 a month; the multifamily channel (management companies) is untested
- SEN66 cost dominates the BOM, and its fan life and dust loading over 5 years in a ceiling are not known
Design stage only: nothing on this page is for sale. Specifications and prices are targets.