Smart Cities· Digital twin
Estate Twin
A 3D twin of a small estate. Inject a fault, watch it reach the floors that machine serves, and approve the work order.
SMART CITIES · AI · SUSTAINABILITY
Live demos
14 working demos, running in your browser.
Every demo runs on synthetic or public data, labelled as such. Rules make the decisions, the model proposes with a stated confidence, a named person approves, and every step is logged. Press Run it here to open one in place, or Open demo for the full page.
ONE ESTATE · WHERE EACH DEMO SITS
The AI demos (data room, go-live gate, vendor scorecard, talk to your data) run on the data these systems produce.
SHOW
AI· Smart FM
Snap to Work Order
A fault photo becomes a work order. The model proposes the fault class, rules set priority and SLA, and a named person approves.
Sustainability· Real data
Plant Diagnostician
Air-handler and rooftop-unit faults diagnosed in public test data from two US national labs, without the answer key, then scored against it.
Smart Cities· Process mining
Work Order Miner
850 synthetic work orders mined into the as-is maintenance process. The CMMS reports 93.8% SLA compliance; the clock says 73.4%.
Smart Cities· Explainer
Chiller Plant Anatomy
Six ways a building is cooled, each drawn as a working schematic. Hover any pump or valve, run the start-up sequence, drag the building load.
Smart Cities· IoT lifecycle
IoT Fleet Registry
124 synthetic devices checked against seven lifecycle rules, with a risk register, a twelve-month calendar and an onboarding gate.
Smart Cities· Alarm management
Alarm Referee
1,157 synthetic building alarms in one week reduced to the 29 that need a person. Two cascade storms traced to their source.
AI· Data onboarding
Day-One Data Room
Three source systems that disagree, profiled, quality-gated and reconciled, with a person deciding the two uncertain merges.
AI· Acceptance
Go-Live Gate
Five acceptance criteria fixed and hashed before any result is seen. Week-six drift breaks the signed operating point and withdraws the approval.
AI· AI procurement
AI Vendor Scorecard
24 due-diligence questions where a claim without evidence scores at most a third. The sample vendor claims 77% and evidences 31%.
Sustainability· ESG assurance
Climate Disclosure Bench
A twelve-requirement climate checklist where every verdict must quote the report or abstain, re-scored the way FY2029 limited assurance will.
AI· Data access
Talk to Your Data
Type a question and get a chart from a defined metric catalogue, with provenance shown and ambiguous terms sent back for clarification.
AI· Text to SQL
SQL Trust Gate
Generated SQL checked against a semantic contract before it runs. Where the model abstains is shown next to where it would have returned a confident wrong number.
Sustainability· GHG recompute
GHG Assurance Workbench
Every disclosed emissions figure recomputed from activity data and versioned factors, to the gram.
About the data. Method demonstrations built for this site by one person. No client data, no client systems. Sample photographs are AI-generated and say so; the Plant Diagnostician uses public fault-injection datasets from two US national laboratories. The delivery record behind them is on the track record page.
02Earlier case studies
Written up without a live demo
Lightweight IoT MiddlewareSensor readings validated and cleaned on arrival, every rejection explained.
Smart Building AgentA sensor fault becomes a costed work order, with critical dispatches sent to a named manager.
Operations Control TowerA damaged pallet re-sourced by agents, with a person on the final call.
Policy LookupA policy assistant that answers with the exact clause or returns nothing.
Enterprise AssistantA retail assistant held within its discount authority.
Where AI helps in sustainability reportingWhere AI helps in sustainability reporting, and where it should stay out.