LOCAL EXPERTS / THE RESEARCH PROGRAM
SMALL MODELS.
DEEP KNOWLEDGE.
Building focused subject-matter experts for the systems that keep buildings running. Local intelligence, connected to the technician’s actual work.
The right expertise.
The actual building.
The next useful check.
An SME is a subject-matter expert. I’m developing compact models around controls knowledge, connected to current building evidence through a platform adapter.
The first intended home is a suitable workstation or on-site computer. The goal is an offline-capable diagnostic workflow that stays attached to the equipment being investigated.
BACnet
Protocol expertise
Discovery, communication faults, point behavior, and configuration. Expertise connected to the equipment in question.
Research focus02Niagara
Platform expertise
Station structure, point context, and engineering workflows. Keep the system the technician selected in the conversation.
Research direction03BAS networking
Communication expertise
Network paths, shared dependencies, and communication evidence. Find the check that narrows the problem.
Research direction04HVAC airside
Controls expertise
Air handlers, VAV systems, occupancy, and sequence review. Connect the values on screen to the equipment doing the work.
Research directionThe specialists and integrations below are in development.
Keep the context.
Selected equipment, available configuration, relevant history, and the source of each observation belong in the investigation.
Earn the answer.
Measure useful work on unfamiliar cases. Compare the specialist with its unchanged base model using equivalent evidence.
Prove the local workflow.
Test the model, references, interface, and supported tools together on the intended hardware without public internet access.
PLATFORM DIRECTION
INSIDE THE WORKFLOW.
The intended experience is simple: select equipment in the BAS, bring its available evidence into the investigation, and review findings against the same equipment.
Explore the concept- NiagaraCandidate for an initial integration. Custom applications and data views offer a starting point; actual access needs version-specific qualification.
- Desigo CCAdapter research based on documented northbound web-service interfaces.
- LOYTECA platform family to qualify by specific product, firmware, and exposed interfaces.
Platform names describe research subjects and integration targets. Read the architecture and source references →