Xempla · System of Decisions · Client Case Studies

Run Facilities, Assets,
Estates, Buildings on Evidence.
Not Assumption.

Your CMMS, CAFM, IWMS, BMS and ERP are systems of record.Xempla is the System of Decisions that sits above them — turning disconnected operational activity into governed, accountable outcomes.

No rip and replace. No new sensors required. Just a structured evolution to decision-grade operations.
01

UK Health & Care PFI FM Provider

One of the UK's largest FM Service Providers across Health & Care PFIs

01Reactive

02Planned

03Autonomous ◀ NOW

04Governed

The Challenge

Managing a large, complex portfolio of healthcare PFIs demands near-zero tolerance for downtime. With a diverse asset mix at varying lifecycle stages, the operating model was predominantly reactive — leaving teams reliant on manual triage, slow escalation, and fire-fighting. Every unplanned failure risked clinical service disruption, contractual penalties, and reputational damage. Compliance and reliability weren't optional. They were existential.

How Xempla Is Used — System of Decisions

Governance Layer

Xempla sits above existing CMMS and BMS as the decision layer — ingesting signals and returning ranked, evidence-backed actions rather than raw alert volumes.

Autonomous Triage

Alerts are automatically triaged by AI. Only genuine exceptions escalate for supervisory review — eliminating noise and focusing human attention where it matters.

Closed-Loop Learning

Every issue resolved feeds back into the model. From fault detection to fix to institutional learning — the system builds organisational intelligence with every cycle.

Outcomes Delivered

3M+ kWh

Energy Saved

100+

Critical Downtimes Avoided

80+

Early Lifecycle Interventions

30–40%

Reduction in Reactive Callouts
from reactive baseline

1 Engineer

Across 8 PFI Sites
Why It Matters

One reliability engineer now governs 8 PFI sites — not because headcount was cut, but because the decision layer that used to be manual is now autonomous. Xempla made the team structurally smarter.

Xempla : Your systems remain the systems of record. Xempla becomes the system of decisions above them — turning operational activity into governed, accountable outcomes.
02

Australia's Leading Energy Utility — Solar O&M

From reactive S&W to fully AI-native field operations

01Reactive

02Planned

03Autonomous

04Governed ◀ NOW

The Challenge

A fast-growing solar O&M portfolio with no dedicated remote operations centre and a largely reactive service-and-warranty model. Engineering triages were basic, institutional knowledge wasn't being captured, and first-time fix rates hovered around 50%. Scaling the portfolio meant scaling headcount — an unsustainable model in a capital-intensive, margin-sensitive business.

What Changed — Governance in Practice

From reactive to evidence-led triage

Every operational alert is now assessed against governed decision criteria before a field response is dispatched. Human review is reserved for genuine exceptions — not routine triage. The team's attention goes where the evidence says it should.

Service events predicted, not discovered

Failures are identified from pattern and evidence before they occur. Service and warranty visits are scheduled proactively — transforming a reactive cost into a governed, evidence-backed maintenance programme.

Scale without proportional headcount

Portfolio growth no longer requires adding operations centre staff. The governance layer absorbs the complexity of scale — decisions are made consistently and traceably regardless of portfolio size.

Outcomes Delivered

No ROC

Team Required

100%

Triage Automation

98%

First-Time Fix Rate
from 50% FTF baseline

45%

Fewer Repeat Truck Rolls
from prior baseline
Why It Matters

First-time fix went from 50% to 98% — not through adding engineers, but by ensuring every field visit is backed by a governed decision. The system now runs what used to be a manual operations function.

Xempla : The governance layer that turns disconnected operational signals into governed, accountable outcomes — enabling scale without proportional cost growth.
03

India's Fastest-Growing PE-Backed FM Player

Deploying Xempla as both System of Records and System of Decisions

01Reactive

02Planned ◀ NOW

03Autonomous

04Governed

The Challenge

Rapid growth in a price-sensitive, value-conscious market creates a structural tension: differentiate on service quality while keeping costs tightly controlled. In-house systems were basic and the operating model largely reactive. The business needed to flip to proactive without a full technology overhaul — and do it in a way that could scale as the portfolio grew, without adding proportional overhead.

What Changed — Governance in Practice

A governed operating model without a full overhaul

Sites begin where they are — existing data and processes stay in place. The governance layer is introduced above them, surfacing decisions that were previously made by instinct or habit and replacing them with traceable, evidence-backed choices.

Proactive without adding overhead

The shift from reactive to proactive was achieved without adding senior operations headcount. The governance layer carries the analytical load — consistently across every site, regardless of local team capability.

Differentiation that is provable at contract review

Client conversations have changed. The business can now show — in evidence, not assertion — where asset performance improved, where spend was aligned to outcomes, and where risk was identified and addressed before it became a failure.

Outcomes Delivered

85%

Asset Performance Assurance
from 30% APA baseline

~40%

Hard FM Effort Optimisation

Scalable

No New Central Support Roles
Why It Matters

Asset Performance Assurance went from 30% to 85% — while the central support model stayed lean. Xempla lets a growing FM business punch above its weight without proportional overhead growth.

Xempla : From managing work to governing outcomes — implemented within your current ecosystem. No rip and replace. Just a structured evolution to decision-grade operations.
04

One of APAC's Largest Healthcare Providers

AI in FM Accelerator — Operational Truth Assessment across a distributed estate

01Reactive ◀ NOW

02Planned

03Autonomous

04Governed

The Challenge

A large, distributed healthcare estate where each site has historically operated independently. The corporate FM team is lean, with low cross-portfolio visibility and minimal O&M standardisation. Without a shared operational truth, cost optimisation is guesswork and proving compliance to the board requires manual reconciliation across disconnected systems. The question isn't whether to change — it's where to start.

How Xempla Is Used — System of Decisions

90-Day Accelerator

No live API integrations required to begin. Manual data exports from existing systems are enough. The Accelerator surfaces operational truth from data the organisation already has — within 30 days.

Operational Truth Assessment

Across 4–5 sites, Xempla establishes a governed baseline: the actual state of asset and maintenance performance versus what has been assumed — and where the gaps are largest.

Transformation Readiness Gap Analysis

A site-by-site maturity map identifies exactly what governance infrastructure is needed to move toward standardised, evidence-based O&M — giving the corporate team a credible roadmap, not a wish list.

What the Assessment Is Already Revealing

30 – 40%

Energy Optimisation Potential Surfaced

Detected

Design & Commissioning Drift Across Asset Classes

Day 30

First Operational Truth Dashboard Delivered

4 – 5 Sites

In Active Assessment
Why It Matters

Before you can optimise, you need to know what is actually happening — not what is assumed to be happening. Xempla surfaces the operational truth from data already in the building. The assessment alone is a decision.

Xempla : The 90-Day Accelerator is the entry point, not the finish line. Even messy data is enough to surface operational truth — and build the governance foundation for what comes next.
Xempla · System of Decisions

Where does your organisation sit
on the maturity arc?

Every client starts somewhere. The 90-Day Accelerator is how you find out — and begin.
01
Reactive
Mostly break-fix. No institutional visibility.
02
Planned
PPM in place but reactive dominates. Basic triage.
03
Autonomous
AI-driven triage. Exceptions only escalate.
04
Governed
Full decision governance. Provable outcomes at every layer.
Your CMMS, CAFM, IWMS and BMS are systems of record. They capture activity. Xempla is the system of decisions that sits above them — governing what gets prioritised, escalated, acted on, and learned from. That layer, until now, has been human. It no longer has to be.
What to Do Next

Start the conversation

Tell us briefly about your organisation and what you're trying to understand. No integrations required — a manual data export from your existing systems is enough to begin. We'll come back to you within one business day.
Start the 90-Day Accelerator

Read the Manifesto

Understand why the gap in FM isn't in your systems — it's in the layer that governs decisions above them.
Read Manifesto
Level 13, 664 Collin Street, Docklands, Melbourne, Vic 3000, Australia   |    E-Mail : connect@xempla.io

© Xempla. All rights reserved.

Terms & Conditions