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Initializing AI Engine

Proven at scale. Measured in tons and gigajoules.

Energy Reduction in TEP

18%

Measured energy reduction against the Tennessee Eastman Process (TEP) benchmark.

Total Revenue Impact

4.2%

Expected increase in overall total revenue driven by optimization and throughput gains.

Carbon Reduction

7.2%

Direct decrease in CO2 footprint via optimized specific heat consumption.

Why This Matters

A co-pilot for your control room.

Detect Hidden Opportunities

Identify micro-variations in pyroprocess stability that human operators and legacy APCs miss.

Guided AI Recommendations

Receive real-time, prescriptive controller setpoint adjustments directly on the plant floor.

Consistency at Scale

Standardize shift performance and eliminate the variance between your best operators and the rest.

Intelligence built for the plant floor.

We didn't just build an algorithm. We built an end-to-end industrial operating system.

State-Space AI Models

Trained on millions of historical operational data points utilizing deep reinforcement learning.

System-Specific Context

Granular intelligence built for precalciner chemistry, fuel mixes, and airflow dynamics.

Operator-Ready UX

Clear, confidence-scored recommendations delivered directly alongside existing terminal interfaces.

Enterprise Architecture

Zero-latency edge inferences combined with massive cloud-based retraining scalability.

Explainable Workflow

Transparent logic tracing. Know exactly why the AI recommended a specific feed rate change.

Hardware Agnostic

Seamless integration via secure APIs into your existing control systems and historian historians.

Operational Footprint

Intelligence across the entire pyroprocess.

Kiln & Thermal Systems

Maintain exact burning zone temperatures by proactively anticipating fuel quality dips and adjusting feed constraints before they destabilize the kiln.

BZ_TEMP_CTRL
OPTIMAL
Target
1450°C
Live Reading
1450°C0
AI Output
+0.2% Fuel

Preheater & Airflow

Prevent cyclonic blockages by stabilizing ID fan speeds and optimizing the fuel-to-air ratio instantaneously.

ID_FAN_SPEED84.2%
O2_LEVEL1.20%

Clinker Cooling

Extract maximum secondary heat recovery with constant, micro-adjusted grate speed recommendations.

Grate 1 Speed
14.2 SPM
Grate 2 Speed
16.8 SPM
Sec. Air Temp
1140°C
Tert. Air Temp
890°C

Exhaust & Draft Fans

Navigate extreme pressure constraints securely, avoiding emergency stops while maximizing output.

root@ampirial:~$sys_check --constraint MILL_DP

Enterprise Grade Reliability

Designed for real operating environments. Engineered for heavy industry trust.

Local or Cloud
Deployments
Secure API
Integration
End-to-End
Encryption
Pilot-Friendly
Engagement

Request an Early Pilot

Join the waitlist for our next deployment cohort. We are actively onboarding tier-1 cement manufacturers.