Data in context
Operational information is most useful when its quality, timing and surrounding conditions are understood.
Our technology
Science-led.
Decision-focused.
Our work combines artificial intelligence (AI), machine learning, advanced analytics and domain expertise to make complex building-system data useful for real decisions.
ASYMMETRIC DYNAMICS / TECHNOLOGYOur approach
Rigorous thinking.
Useful intelligence.
The foundation of our approach is a simple idea: an observation becomes valuable when it is placed in context and connected to an informed decision. We bring scientific discipline to the journey from raw signals to operational meaning.
WaterIQ and CoolingIQ apply this philosophy to different physical systems while sharing an emphasis on practical relevance, evidence and clarity.
Technology principles
A more useful kind
of intelligence.
Meaningful patterns
Our intelligence focuses on relevant changes, sustained deviations and signals deserving investigation.
Explainable decisions
Present understandable context and priorities that support human judgment and accountability.
Evidence through outcomes
Connect recommended actions with follow-up observations to help establish what changed.
Explainable intelligence / WaterIQ + CoolingIQ
Not just an alert.
The evidence behind it.
Our outputs are designed to explain what the system observed, which condition the evidence suggests, how likely that assessment is, and what to investigate next. A clear path from signals to informed human decisions.
ASYMMETRIC DYNAMICS / INTELLIGENCE CONSOLE
FICTIONAL EXAMPLES / DEMONSTRATIONASSESSMENTS02Illustrative cases
UNDER MONITORING01WaterIQ
TECHNICAL REVIEW01CoolingIQ
WaterIQWater-use anomaly report
01 / OBSERVED EVIDENCE
- Unusual low-volume consumption began 72 hours ago
- Increase accelerated during the past 24 hours
Evidence informs the assessment
02 / SYSTEM ASSESSMENT
Possible continuous leak
84%Sample likelihood
03 / EXPLANATORY ANALYSIS
PATTERNA suspicious water-use anomaly emerged about 72 hours ago. It increased gradually at first, but the upward trend became more pronounced during the last 24 hours.
INTERPRETATIONThe sustained pattern may indicate unintended continuous consumption, but does not confirm a leak or its location.
EVENT STATUSUnder monitoring. An on-site inspection is not yet recommended.
72-HOUR SIGNAL TRENDILLUSTRATIVE
CoolingIQCooling performance monitoring
01 / OBSERVED EVIDENCE
- Intermittently low supply-to-return ΔT at comparable load
- Some intervals show cooling-water temperature outside its healthy range
Evidence informs the assessment
02 / SYSTEM ASSESSMENT
Possible low-ΔT inefficiency
79%Sample likelihood
03 / EXPLANATORY ANALYSIS
OBSERVATIONAt comparable load and temperature settings, the supply-to-return ΔT was sometimes below the healthy reference. Some intervals also suggested reduced chilled-water supply performance.
INTERPRETATIONThis may be consistent with excess circulation, bypass mixing, or valve and temperature-control issues. It neither confirms the root cause nor proves a physical water leak.
EVENT STATUSTechnical review recommended. The alert remains open pending valid evidence of recovery; an open event does not mean a fresh fault signal was present every hour.
The intelligence pathway
Clarity at every
decision point.
Our public-facing architecture focuses on what the intelligence delivers, while the proprietary techniques that produce those insights remain protected.
Connect
Bring relevant system information together.
Interpret
Understand patterns and operating context.
Guide
Support prioritization and practical next steps.
Assure
Review outcomes and support continuous improvement.
Technology philosophy
Good technology reveals what matters. Great intelligence helps people decide what to do next.
Move intelligence forward
Put intelligence
to work.
Learn how our approach can complement your systems and operational priorities.
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