HomeMind – AI for Buildings

ORLA · Offline Reinforcement Learning Agent

Local intelligence.
Building-wide control.

HomeMind learns the real dynamics of your building and controls energy locally – without sending operational data to the cloud.

On-premisesSelf-updatingCloud-independentResilient by design
ORLA workflow / local loopLive

GRIDSUPPLY · TARIFFSPVLOCAL GENERATIONBESSENERGY STORAGE SensorsBUILDING STATEHOMEMIND ORLAPredictive controlLOCAL DECISIONSHVACSAFE DISPATCH Shadow modelLIVE COMPAREAuto-trainingSELF-UPDATINGValidationOUTCOMES · LIMITS

Fully local controlThermal flexibilityAutomatic model updatesIntermittent-energy resilienceBMS & smart homeNo cloud dependency
Our offer · safe implementation

From building data to local autonomy.

ORLA is introduced in controlled stages. We begin with a free analysis, validate decisions without touching live control and only activate the local autopilot after the evidence and operating limits are agreed.

Request a free analysis

Four controlled stages

Evidence first. Control only when ready.

Every step has a clear decision point. You can stop after the analysis, review estimated value before installation and observe ORLA in shadow mode before allowing any command to reach HVAC or energy equipment.

01 / FREE ANALYSIS

Assess the opportunity

We review data, installations, controllable loads and integration options.

No commitment. No control changes.

02 / ESTIMATE & DEMO

Test on historical data

ORLA works with existing or temporarily collected data to estimate potential and reveal operational patterns.

Value before deployment.

03 / SHADOW MODE

Decide without acting

ORLA proposes actions while the existing control remains active. Energy, comfort and risk are compared.

Proof under real conditions.

04 / LOCAL CONTROL

Activate within guardrails

After approval, the local autopilot controls agreed assets within explicit operating limits.

Human override remains available.

Why implementation is safe

Designed to fail safely – and stay understandable.

ORLA does not require a leap of faith. It is introduced alongside existing controls, tested against measurable outcomes and bounded by the physical and operational rules of your building.

Shadow mode first

Recommendations are evaluated without touching the building until performance is demonstrated.

Hard operating limits

Temperature, comfort, equipment and safety boundaries remain explicit and enforceable.

Fallback is preserved

The existing control strategy can remain available as a known fallback path.

Human override

Operators retain the ability to pause or override autonomous decisions when required.

Local even when the network is not

Data, learning and control stay on-site. A cloud outage or loss of external connectivity does not remove the building’s intelligence or prevent it from responding to local conditions.

What the free analysis gives you

A practical answer before an investment decision.

We identify whether ORLA fits the building, what would be required and where the strongest operational value is likely to come from.

Book the free analysis

01 / POTENTIALPreliminary opportunity mapWhere thermal flexibility, tariffs, PV or storage can create value.
02 / FEASIBILITYData and integration checkAvailable interfaces, missing signals and controllable equipment.
03 / SAFETYConstraints and risk overviewInitial guardrails, fallback requirements and implementation risks.
04 / NEXT STEPRecommended pilot scopeA focused route to shadow mode – or a clear reason not to proceed.
Common questions

Clear boundaries from the beginning.

The purpose of the first conversation is to determine fit, not to force a deployment.

Does the analysis change building controls?

No. The initial analysis is diagnostic. Any later shadow-mode deployment still makes recommendations without issuing live commands.

Does data need to leave the building?

The operational system is designed for local processing and control. The required data route is agreed explicitly during implementation.

Can ORLA be stopped or overridden?

Yes. Human override, operating limits and fallback behaviour are part of the agreed control design.

Is the first analysis really free?

Yes. The initial assessment is free and carries no obligation to continue to a pilot or deployment.

Why HomeMind ORLA

Autonomy built around the physics of your building.

ORLA continuously adapts to changing conditions, using building behaviour as a controllable resource. The result is a system that remains private, flexible and useful even when energy or connectivity becomes uncertain.

01 / LOCAL-FIRST

Everything stays inside the building

Data, decisions and control run fully on-site. HomeMind does not need to send operational data outside the premises and remains useful without an internet connection.

02 / FLEXIBILITY

Thermal mass becomes flexibility

ORLA uses the building’s thermal inertia like a virtual energy buffer – shifting demand in time while keeping comfort within agreed limits.

03 / SELF-UPDATING

No manual model maintenance

The controller updates itself automatically as weather, occupancy, equipment and building behaviour change. ORLA keeps learning without recurring model-retraining projects.

04 / RESILIENCE

Maximum value from intermittent energy

When energy is rationed, intermittent or briefly available, HomeMind prioritizes critical loads and uses every available window where it creates the most operational value. Local control keeps working even when cloud access disappears.

Resilience by design

Useful even when energy – or connectivity – is not guaranteed.

In constrained environments, the best controller is the one that understands the building, knows what matters most and keeps operating locally. HomeMind turns short periods of energy availability into useful comfort, charging or critical operation – without waiting for a cloud connection.

Prioritize critical loadsProtect the systems and zones that matter most during limited supply.
Pre-heat, pre-cool or storeUse thermal inertia and batteries before the next interruption.
Operate through network outagesLocal intelligence remains available even when external connectivity is lost.

Start with your building.

We will assess the data, controllable assets and potential for an ORLA pilot – before any commitment to full deployment.

Talk to HomeMind