Real buildings. Audited savings. Autonomous comfort.
Each project started with a technical audit and A/B testing, then moved into full autonomous operation. Explore how different industries leverage AgileCore AI-Box™ to hit their energy and resiliency targets.
Rongke Information Center · Beijing
244K m² · 3 Grade-A office towers · 40K+ autonomous hours
Gas saving (Building A)
RMB 84.14W annuallyHeat saving (Buildings B&C)
RMB 412.86WElectricity saving
RMB 303.58WManpower reduced from 12
Unified AI control roomChallenge
Multi-building campus with 12 subsystems, 63 sub-systems and 65M data points. High baseline consumption and knowledge drain as veteran operators retired.
Solution
AI-Box™ orchestrated 60+ strategy models, integrated IBMS dashboard and automated daily strategy reports for each tower.
Outcome
Verified energy savings, 200+ page diagnostic report, and 24/7 autonomous execution with comfort kept within ±0.3℃.
Schenker Industrial Park · Autonomous Operation
Manufacturing campus · Strategy vs manual benchmarking
Energy saving
New FAU/ACU accuracy
Temperature priority
Humidity 45–65%Manual overrides
Guardrails for legacy crewChallenge
Manual routines could not keep up with frequent load swings. Key operators were nearing retirement, creating knowledge risks.
Solution
AI-Box™ delivered dynamic optimization every 5–15 minutes, blending weather forecast, load prediction, and virtual sensors for HVAC equipment.
Outcome
Stable comfort bands, 17%+ audited savings, proactive alerts when sensors drifted, and a digital playbook for new staff onboarding.
Global Top-10 Tower · Beijing
447K m² · 12 major systems · 63 subsystem clusters
Data points (billion)
Issue categories resolved
Pages diagnostics
Cooling operation modes
Challenge
Large dual-cooling plant serving office, retail, ice storage, and government networks. Disparate vendors and no unified control center.
Solution
AgileCore AI-Box™ connected to Modbus/BACnet loops, created a multi-dimensional digital twin, and ranked optimization levers across more than 30 scenarios.
Outcome
Managed multi-system strategy transitions without downtime; delivered actionable retrofit plan prioritizing high-impact equipment.
Ningxia Dental Hospital · Low-Carbon Operation
27K m² campus · 16 stories + 2 basements
Heating-season gas saving
Heating-season electric saving
Manual adjustments removed
Comfort-first dispatch
Challenge
Manual setpoints changed twice a day, leading to inconsistent comfort across ER, clinics, and operating theatres.
Solution
Strategy-based supply water temperature control, dynamic demand forecasting, and AI-driven alarms for abnormal valves.
Outcome
Stable comfort, documented savings certificate, and operations team freed to focus on clinical priorities.
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Industrial campus, Grade-A office, healthcare facility or data-heavy skyscraper — our team has delivered referenceable projects across each archetype.