# Autonomous Boiler Tuning

*/Opportunities/Autonomous_Boiler_Tuning*

## Opportunity Market Sizing

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**S A M**: ~$1B - $1.5B (US and EU heavy manufacturing and power generation boilers)
**S O M**: ~$15M - $30M
**T A M**: ~150,000 global industrial and utility boilers × ~$30,000/yr per unit for continuous tuning software ≈ ~$4.5B
**Growth Rate**: ~8-12%/yr, driven by stringent industrial emissions regulations and rising fuel costs
**Paid Comparable Spend**: ~$10,000 - $30,000/yr per boiler spent on manual, bi-annual combustion engineer site visits and baseline SCADA logic maintenance

## Opportunity Incumbents

- [Honeywell Forge](/Products/Honeywell_Forge) — Tool
- [Emerson DeltaV APC](/Products/Emerson_DeltaV_APC) — Tool
- [Contracted Boiler Technicians](/Products/Contracted_Boiler_Technicians) — Service
- [Excel Combustion Calculators](/Products/Excel_Combustion_Calculators) — Spreadsheet
- [In-House PLC Scripts](/Products/In-House_PLC_Scripts) — DIY
- [ABB Ability Optimizer](/Products/ABB_Ability_Optimizer) — Tool

## Opportunity Win Conditions

**Kill Thresholds**:
- Hardware and SCADA integration takes >14 days per site
- Autonomous mode uptime < 85% during the 30-day pilot
- Demonstrated fuel efficiency gains < 1.5% over the evaluation period
- Safety lockout events > 0 during autonomous operation
- Customer acquisition cost > $15,000 per converted pilot
**Leading Metrics**:
- Time-to-first-write-access (hours)
- Percentage of operational hours in autonomous mode versus manual override
- Daily fuel consumption variance (%)
- Operator manual override frequency (events per week)
- Pilot-to-paid conversion cycle (days)
**What Proves Right**: Industrial plant managers deploy the edge appliance and integrate it with existing SCADA networks within 48 hours without halting operations. The software autonomously adjusts air-to-fuel ratios in real time, demonstrating a sustained 2 percent to 4 percent reduction in fuel consumption across 30 days of continuous operation. Customers convert from pilots to $30,000 annual contracts based strictly on verified fuel savings exceeding the software cost within the first quarter.
**What Proves Wrong**: Facilities reject the installation due to strict cybersecurity policies prohibiting direct write-access to legacy PLC hardware from third-party edge devices. The tuning algorithms trigger safety lockouts or unstable combustion states, forcing operators to permanently revert to manual override mode. The achievable fuel savings fall below 1 percent, rendering the annual price point unjustifiable compared to standard bi-annual manual technician visits.

## Neighborhood

### Where the gap lives

- [Low-Pressure Boiler Operator](/JobTypes/Low-Pressure_Boiler_Operator) — latent gap · JobTypes

### Incumbent in

- [ABB Ability Optimizer](/Products/ABB_Ability_Optimizer) — incumbent in · Products
- [Contracted Boiler Technicians](/Products/Contracted_Boiler_Technicians) — incumbent in · Products
- [Emerson DeltaV APC](/Products/Emerson_DeltaV_APC) — incumbent in · Products
- [Excel Combustion Calculators](/Products/Excel_Combustion_Calculators) — incumbent in · Products
- [Honeywell Forge](/Products/Honeywell_Forge) — incumbent in · Products
- [In-House PLC Scripts](/Products/In-House_PLC_Scripts) — incumbent in · Products