The intelligence layer that turns a readable building into a smarter one

A cloud subscription that sits on top of your unified data layer. It benchmarks, forecasts, flags anomalies and produces the compliance evidence your reporting teams need. Advisory only, human-in-the-loop, by design.

SaaS no hardware Advisory-only human-in-the-loop EU data residency

Where it fits

It only works once the building can speak

AI Optimization is the intelligence layer of the puniq stack. It does not touch your controllers directly and it does not need new hardware. It runs on the clean, vendor-neutral data layer that Data Auditor builds over your existing systems, or that Infrastructure Blueprint lays in from scratch.

Most building analytics tools fail because they sit on top of noisy, mislabeled, half-connected data. Garbage in stays garbage out. Because puniq has already unified and documented every point through the Documented Data Map, the models read a building that actually makes sense.

The output is trustworthy enough to act on, because the building underneath it was made readable first.

What you see

A building that tells you what is about to happen

Time-series models read the unified layer and project where load, consumption and cost are heading, then flag the moment a pattern breaks, before it becomes a fault or a runaway bill.

Where it was heading With puniq, advisory Anomaly flagged early

What it does

Four working capabilities, not a dashboard demo

Each one reads the same unified layer and turns it into something a facilities team can defend in a budget meeting.

01

Benchmarking

Every asset, floor and system is scored against its own history and against comparable buildings in the portfolio. You see where a chiller, an AHU or a whole wing is drifting from where it should be, in numbers you can defend.

02

Forecasting

Time-series models predict load, consumption and peak demand days ahead. The heritage is real: LSTM and SARIMA methods from our founder's microgrid and energy-storage research at TU Dresden, applied to whole buildings instead of single cells.

03

Anomaly detection

The system learns each asset's normal signature and raises a flag when a pattern breaks, before it becomes a fault or a runaway bill. A pump cycling too often or a setpoint quietly fighting itself surfaces as an alert, not a surprise.

04

Compliance output

One click turns operational data into the evidence your sustainability and finance teams already need: structured reporting aligned to EU Taxonomy, CSRD and GEG §71a, drawn from real metered data rather than annual estimates.

By design

★Advisory only, human-in-the-loop

AI Optimization recommends actions and surfaces anomalies, but a person on your team always approves and executes. It does not take autonomous control of your building. That keeps the product outside BSI C5 and NIS2 audit scope by design, and keeps your team in command.

A person always approves every recommended action
No autonomous control of plant or safety systems
Outside BSI C5 and NIS2 audit scope, by design
EU data residency GDPR and the EU Data Act 2024 in scope
Live building intelligence, advisory and human-in-the-loop

Intelligence you can act on, without inheriting risk

0

Energy waste a unified, optimized building can remove

0

Autonomous actions taken without a human approving

0

Working capabilities on one subscription

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The foundation

It runs on a building made readable first

AI Optimization needs one clean, vendor-neutral source of truth. The two products that build it are designed to be the foundation this sits on.

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Data Auditor

Unifies the five or more vendor systems you already run into one readable, on-premises data layer, closing with the Documented Data Map.

See the service →
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Infrastructure Blueprint

Designs the open, vendor-neutral automation layer from scratch for new builds and deep retrofits, so the data is clean from day one.

See the service →

Client testimonials

puniq brought real structure to a project we expected to stay messy. They designed the system around our goals, not a product catalogue.
Houssem Baaka
Houssem BaakaFounder, Saura Agency

Questions

The questions operators actually ask

Is this autonomous control of my building?+
No. AI Optimization is advisory only and human-in-the-loop. It recommends actions and surfaces anomalies, but a person on your team always approves and executes. This keeps the product outside BSI C5 and NIS2 audit scope by design.
Where does my data live?+
In the EU. Hosting and processing are EU-resident, in scope for GDPR and the EU Data Act 2024. Your operational data stays under European jurisdiction.
Do I need Data Auditor or Infrastructure Blueprint first?+
Yes. AI Optimization runs on the unified, documented data layer those products create. Without one clean, vendor-neutral source of truth, the models cannot read the building reliably. The two are designed to be the foundation this sits on.
Is there hardware to install?+
None. It is a cloud subscription on top of the layer you already have. No appliance, no on-site engineer, nothing on your balance sheet.
Does it actually help with CSRD and EU Taxonomy reporting?+
Yes. It produces structured compliance output from real metered data aligned to EU Taxonomy, CSRD and GEG §71a, so your sustainability and finance teams report from evidence instead of estimates.

Ready to put intelligence on your building?

Tell us what you run today. We will map the path from unified data to daily, defensible optimization decisions.

See Data Auditor
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