Investor Session Presentation
Released
Released
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Integrated Research Ltd >> ABN 76 003 588 449
Level 9, 420 George Street, Sydney NSW 2000, Australia
ph: +61 (2) 9966 1066 | e: info@ir.com | w: www.ir.com
IR INVESTOR DAY– ‘BEYOND OBSERVABILITY’
SESSION MATERIALS
Sydney, 24 March 2026 – Integrated Research Limited Company, IR) (ASX: IRI), a leading
global provider of observability for business-critical IT ecosystems, is today hosting an Investor
Day for investors, analysts and brokers, from 3:00pm to 5:00pm (AEDT) at The Establishment,
252 George Street, Sydney.
Investors can access materials presented during the session via IR’s InvestorHub.
A recording of the session will also be made available after the event.
By Authority of the Board.
Investor queries:
Gemma Garkut
Head of Communications, IR
investors@ir.com
George Kopsiaftis
Investor Relations, IR Dept
george.kopsiaftis@irdepartment.com.au
About IR
At IR, we power elite business performance. Trusted by the world’s largest organizations for
more than 30 years, our market-leading observability solutions are powered by Prognosis –
the real-time intelligence platform built for multi-vendor infrastructure, UC&CX and payments
environments. To find out more, visit www.ir.com or our InvestorHub.
2
ABOUT IR
BEYOND
OBSERVABILITY
POWERING ENTERPRISE
INTELLIGENCE IN THE AI ERA
IR Investor Session
26th March 2026
SUMMARY INFORMATION
This document and the associated transcript (together “the
presentation”) has been prepared by Integrated Research Limited
(ABN 76 003 588 449) (IRI). The presentation provides general
background information about IRI's activities current at the date of
preparation. IRI is not responsible for updating, and does not
undertake to update, the presentation. It contains information in a
summary form and does not purport to be complete. It should be
read in conjunction with IRI's other announcements released to ASX
(available at www.asx.com.au).
NOT INVESTMENT ADVICE
The information contained in the presentation does not constitute
investment or financial product advice or a recommendation to
acquire shares or other financial products. It does not take into
account the investment objectives, financial situation or needs of any
particular investor. Investors should consider these factors, with
professional advice if appropriate, before making an investment
decision.
FINANCIAL INFORMATION
All dollar values are in Australian Dollars (A$) unless stated otherwise.
All financial information is presented in respect of the half year ended
31 December 2025 unless stated otherwise. The presentation contains
certain non-IFRS financial measures that IRI believes is relevant and
appropriate to understanding its business. The presentation uses
proforma subscription revenue, which is used consistently without
bias year on year for comparability and to present a clear view of
underlying results. The basis of preparation and a reconciliation to
statutory results is provided in the appendix to this presentation. A
number of figures, amounts and percentages in the presentation are
subject to the effect of rounding.
FORWARD LOOKING STATEMENTS
The presentation contains certain "forward-looking statements”. The
words “anticipate”, "believe", “expect”, "project", "forecast”, “estimate”,
“likely”, "intend”, “should", “could", "may", "target", “plan” and other
similar expressions are intended to identify forward-looking
statements. Indications of, and guidance on, future earnings and
financial position and performance are also forward-looking
statements. While due care and attention has been used in the
preparation of forward-looking statements, they are not guarantees
of future performance and involve known and unknown risks,
uncertainties, assumptions and other factors, some of which are
beyond the control of IRI, that may cause actual results, conduct,
performance or achievements to differ materially from those
expressed or implied in such statements. There can be no assurance
that the actual outcomes will not differ materially from these
statements. You are cautioned not to place undue reliance on
forward-looking statements, particularly in light of the current
economic climate and the significant volatility, uncertainty and
disruption caused by the outbreak of COVID-19. Neither IRI nor any
other person gives any representation, warranty, assurance or
guarantee that the occurrence of the events expressed or implied in
any forward-looking statements in the presentation will actually
occur. All forward looking statements in the presentation reflect views
only as at the date of this presentation. Except as required by
applicable law or the ASX Listing Rules, IRI disclaims any obligation or
undertaking to publicly update any forward-looking statements,
whether as a result of new information or future events or otherwise.
PAST PERFORMANCE
Statements about past performance are not necessarily indicative of
and should not be relied upon as an indication of, future
performance.
NOT AN OFFER
The presentation is for information purposes only and is not a
prospectus, product disclosure statement or other disclosure or
offering document under any law. The presentation does not
constitute or contain an offer, invitation, solicitation, recommendation,
advice or recommendation with respect to issue, purchase, or sale of
any shares or financial products in any jurisdiction. The presentation
does not constitute an offer to sell, or a solicitation of an offer to buy,
any securities in the United States or to any 'US person’ (as defined in
Regulation S under the US Securities Act of 1933, as amended
(Securities Act) (US Person)). Securities may not be offered or sold in
the United States or to US Persons absent registration or an exemption
from registration. IRI shares have not been, and will not be, registered
under the Securities Act or the securities laws of any state or
jurisdiction of the United States.
GENERAL
Each of IRI, its related bodies corporate and their respective affiliates,
officers, employees, agents and advisers, to the maximum extent
permitted by law, expressly disclaim any and all liability in respect of
any expenses, losses, damages or costs (including indirect or
consequential loss) arising from or in connection with this
presentation or the information contained in or omitted from it,
including, without limitation, any liability arising from fault, negligence
or otherwise. No representation or warranty, express or implied, is
made as to the fairness, currency, accuracy, reliability or
completeness of information contained in the presentation. The
information in the presentation remains subject to change without
notice.
Disclaimer
2
IR CLIENT PANEL: PROGNOSIS & THE FUTURE OF OBSERVABILITY
BREAK
INSIDE PROGNOSIS: IR’S CORE INTELLIGENCE PLATFORM
Michael Tomkins, Chief Technology Officer
THE OBSERVABILITY OPPORTUNITY: HOW IR WILL DRIVE TOMMORROW’S
ENTERPRISE PERFORMANCE
Elie Shuggi, Chief Product Officer
WHAT’S NEXT: INNOVATING TO WIN IN THE AI ERA
Ian Lowe, CEO and Managing Director
DRINKS
BEYOND OBSERVABILITY: SESSION AGENDA
HOW IR WILL DRIVE TOMMORROW’S
BUSINESS PERFORMANCE
Elie Shuggi, Chief Product Officer
IR IS NOT A GENERIC ANALYTICS PLATFORM
ABOUTIR
5
THEOBSERVABILITYOPPORTUNITY
IR IS AN OBSERVABILITY LEADER WITH EXPERTISE BUILT ON
DECADES OF EXPERIENCE DEEPLY EMBEDED INTO CRITICAL
PAYMENTS & COMMUNICATIONS INFRASTUCTURE
ABOUTIR
6
35+
years of expertise
Trusted by
Fortune
500
companies
20M+
UC&C Endpoints
Managed
Global footprint
clients in 48 countries
600M+
transactions
managed daily
~100
partners globally
THEOBSERVABILITYOPPORTUNITY
AI-ENABLED INTELLIGENCE,
POWERED BY CORE TECHNOLOGY PROGNOSIS
Our Observability solutions deliver business critical intelligence, on demand across x3 product lines
Collaborate
UC and CC
Transact
Financial services
Infrastructure
NonStop environments
• Unified Communications
• Contact Center
• Collaboration
• Cards
• High Value Payments
• Real-Time Payments
• NonStop Hewlett Packard
Enterprises (HPE)
PROGNOIS
7
THEOBSERVABILITYOPPORTUNITY
Powered by Prognosis
AUTO
PILOT
ON
AUTO
PILOT
ON
AUTO
PILOT
ON
10
YOU CAN ONLY TRUST WHAT YOU CAN OBSERVE:
OBSERVABILITY INTELLIGENCE IS THE TRUST LAYER
OF THE AI ERA
THEOBSERVABILITYOPPORTUNITY
11
Monitoring Observability
• Metrics orientated
• Reactive
• IT management
• Insights orientated
• Proactive
• IT optimisation
Typical Enterprise IT today
IR IS MOVING BEYOND IT, EXTENDING
OBSERVABILITY INTO BUSINESS PERFORMANCE
IR TODAY
Orchestration
• Action orientated
• Predictive
• Business performance
IR TOMORROW
IRISAI
(Remediation)
IRISAI
(Q&A)
THEOBSERVABILITYOPPORTUNITY
TURNING DATA INTO PERFORMANCE
THEOBSERVABILITYOPPORTUNITY
WE ARE LEVERAGING OUR EXPERTISE TO EXPAND
OUR USER BASE AND MULTIPLY OUR ADDRESSABLE MARKET
ABOUTIR
13
Unified
Comms &
Call
Centers
Payments
& Infra
IT IT
Vertical
n
Vertical
n + 1
Vertical
n + …
Business
Unit
Vertical
IR TOMORROW
IRTODAY
THEOBSERVABILITYOPPORTUNITY
WE ARE BUILDING OUR PRODUCT DEVELOPMENT
MUSCLE AND MOVING AT SPEED
Ideate
Validate
Build
Launch
Measure
THEOBSERVABILITYOPPORTUNITY
15
LEVERAGING OUR EXPERTISE TO DEVELOP NEW
PRODUCT CONCEPTS
A major bank shared their need
for better end-to-end
transparency around payment
workflows.
We’ve demonstrated a technical
solution to this problem.
We’re now exploring if we can
turn this into a new product for
Payment Operations teams that
increases straight-through
processing (STP).
Concept Only
THEOBSERVABILITYOPPORTUNITY
16
EXPLORING NEW USER GROUPS – BEYOND IT
During Black Friday, a major bank
needed to share real-time
payment data with their
Merchants.
This bank saw an opportunity to
offer merchants valuable insights
and remove internal bottlenecks.
We are now exploring the idea of a
cloud product that allows banks to
share contextual and actionable
payment insights with their
merchants.
Concept Only
THEOBSERVABILITYOPPORTUNITY
17
HAPPENINGNOW
OUR RECENT INTEGRATION WITH SERVICENOW WAS THE
CATALYST BEHIND A RECENT 5-YEAR USD$2M WIN.
THEOBSERVABILITYOPPORTUNITY
INSIDE PROGNOSIS: IR’S CORE
INTELLIGENCE PLATFORM
Michael Tomkins, Chief Technology Officer
AI-ENABLED INTELLIGENCE,
POWERED BY CORE TECHNOLOGY PROGNOSIS
Our Observability solutions deliver business critical intelligence, on demand across x3 product lines
Collaborate
UC and CC
Transact
Financial services
Infrastructure
NonStop environments
• Unified Communications
• Contact Center
• Collaboration
• Cards
• High Value Payments
• Real-Time Payments
• NonStop Hewlett Packard
Enterprises (HPE)
PROGNOIS
19
INSIDE PROGNOSIS
Powered by Prognosis
CONNECTED AND
DEEPLY INTEGRATED
IN COMPLEX CLIENT
ECOSYSTEMS
20
Accelerated
Remediation
Predictive
Risk Detection
AI-first
Interoperable
Integrations
Observability
Payments
Infrastructure
Contact
Centre
Call
Recording
Security Voice
Collaboration
INSIDE PROGNOSIS
TRANSACT
21
SCENARIO:
HIGH VALUE PAYMENT
STALLED MID-TRANSACTION
The Environment
• Large financial institution
• Complex, multi-layered infrastructure, disparate
systems and architectures
• Multiple payment networks to monitor globally
The Scenario
A VIP payment initiated through the bank's origination
systemstalls mid-flight.
The operations teams need to pinpoint where in the
chain the breakdown occurred or whether it will breach
a critical SLA before they can intervene.
22
The Solution
Prognosis generates an alert that surfaces
the stalled payment in real time.
The user can drill down, tracing its exact
position across every stage of the
transaction lifecycle to identify the point
of failure, act before the SLA is breached,
and resolve the issue without manual
investigation across disconnected
systems.
SOLUTION: VIP PAYMENTS,
TRACED IN SECONDS
TRANSACT
TRANSACT
23
SCENARIO:
CARD PAYMENTS DROP
DURING PEAK TRADING
The Environment
• High-volume retail card payments environment
• Millions of transactions processed per day across
physical stores, petrol stations, and other merchant
partners
• 24/7 operational requirement and zero tolerance for
downtime
The Scenario
During a peak trading period,transaction volumes on the
payment switch begin to drop and error rates climb.
The Operations teams need to pinpoint which system or
component is the source of the degradation and minimize
impact to customers.
INFRASTRUCTURE
24
TRANSACT
The Solution
Prognosis surfaces the anomaly in real
time across live dashboards, allowing the
team to instantly see where in the
environment the issue is occurring, drill
into the root cause, and resolve it before
the impact spreads. Transaction data is
recorded and analyzed to understand
what happened and prevent it from
recurring.
SOLUTION: SEE EVERYTHING
IN REAL-TIME
INFRASTRUCTURE
Your AI-Powered
Prognosis Assistant
Unlikegeneric
AI assistants, Iris is built
for observability.
MEET IRIS
Natural language
Chat-style interface
Industry leading subject
matter expertise
25
26
SCENARIO:
EMERGENCY RESPONSE
CALLS FAIL
The Environment
• Large government agency
• Complex Cisco based communication infrastructure
• Supporting critical public-facing services such as
emergency response and citizen inquiries
The Scenario
During an emergency response event, a degradation in
the UC&C environment begins silently affecting call
quality and connectivity across field teams and
coordination centres.
Response times and interdepartmental coordination are
impacted. A fast resolution is critical.
COLLABORATE
27
The Solution
Prognosis detects a degradation. The IT
team leverage Iris, our Prognosis assistant,
to quickly identify critical issues within the
environment. and prioritize resolution. Iris
analyses the data, provides a list of
recommended actions and provides a
priority-based action list, giving operations
teams the real-time insight needed to
restore communication fast and keep
critical coordination running.
SOLUTION: ROOT CAUSE
SURFACED IN REAL-TIME
Collaborate
CLIENT PANEL: INSIDE PROGNOSIS
AND THE FUTURE OF OBSERVABILITY
Ryan Brunette
Senior Manager,
Voice Infrastructure
Conduent
Kevin Norris
Voice & Collaboration
Manager,
MSK
Steve Lu
CTO,
LANcom
Gemma Garkut
Head of
Communications,
IR
INNOVATING TO WIN IN THE AI ERA
Ian Lowe, CEO and Managing Director
AI-ENABLED INTELLIGENCE,
POWERED BY CORE TECHNOLOGY PROGNOSIS
Our Observability solutions deliver business critical intelligence, on demand across x3 product lines
Collaborate
UC and CC
Transact
Financial services
Infrastructure
NonStop environments
• Unified Communications
• Contact Center
• Collaboration
• Cards
• High Value Payments
• Real-Time Payments
• NonStop Hewlett Packard
Enterprises (HPE)
PROGNOIS
30
INSIDE PROGNOSIS
Powered by Prognosis
31
PRODUCT LED GROWTH: INNOVATION FRAMEWORK
AI-FIRST
IRIS
Discover Better
INTEROPERABILITY
Operating
efficiencies, data
augmentation
ACCELERATE
REMEDIATION
Lower critical
incident cost &
business impact
+ + =
IMPROVED
BUSINESS
PERFORMANCE
AI Discovery
TELEMETRY,
TRANSACTION
& TRACE DATA
Harvested from
ClientEcosystem.
OBSERVABILITY
DATA
Raw data +context
+ subject matter
expertise,
synthesized.
PROGNOSIS
Collaborate
Transact
Infrastructure
CLIENT TECHNOLOGY ECOSYSTEM
REAL TIME PERFORMANCE
MONITORING
ROOT
CAUSE
ANALYSIS
CURATE
RESPONSE
CANDIDATES
REMEDIATE
N O W I S S U E R E S P O N S E
OUTCOME
ASSESSMENT
ISSUE
IDENTIFIED
ALERTS
DISTRIBUTED
Observability ClientTech Stack
P R O G N O S I S
BEFORE NOW
PREDICTIVE
AI-POWERED OBSERVABILITY
Support
Ticketing
Project
Management
Messaging
Knowledge
Base
33
AI-powered natural
language queries,
curates granular
Prognosis data –
charts, tables, 200+
languages.
CAPABILITY
BENEFITS
• Democratises
Prognosis
• Deeper insights
surfaced on
demand
• Faster, more
effective discovery
Agentic interrogation
of data harvested via
Prognosis,
Observability specific
LLMs.
Expose Iris to new
users: internal users
(beyond IT function,
employees) &
external users
(client’s customers).
Layer in additional
data sources,
create new insights,
enrich discovery.
Step by step
remediation
playbooks
evolving to semi-
automation, full
automation.
• Proactive AI
powered discovery
• Proactive insights
relating to known
issues,
contributing
factors
• Empower new
stakeholder
groups
• Decentralise
support, reporting
• Correlates
multiple data
sources, unlocks
new insights/value
inc predictive
• Informs,
streamlines
remediation
• AI generated step
by step
playbooks
responding to
specific
remediation
objectives
Catalogue of AI
models tuned to
specific use cases &
BYO LLM.
• Proactive AI
powered discovery
and data analysis
• Proactive insights
relating to known
issues, contributing
factors
AI FIRST AI FIRST
INTEROPERABILITY
REMEDIATION
REMEDIATION
AI FIRST
REMEDIATION
INTEROPERABILITY
AI FIRST
REMEDIATION REMEDIATION
AI FIRST
REMEDIATION
INTEROPERABILITY
AI Observability
Infrastructure
AI Model
selection
AI-POWERED OBSERVABILITY – EVOLUTION
Remediation
Automation
Advanced AI
Discovery
Layering other
data sources
One to
many
Expanding the
Iris user base
Iris
Always On
24x7
Agentic
Iris On
Demand
Natural
Language
query tool
34
Monitoring Observability
• Metrics orientated
• Reactive
• IT management
• Insights orientated
• Proactive
• IT optimisation
Typical Enterprise IT today
IR IS MOVING BEYOND IT, EXTENDING
OBSERVABILITY INTO BUSINESS PERFORMANCE
IR TODAY
Orchestration
• Action orientated
• Predictive
• Business performance
IR TOMORROW
IRISAI
(Remediation)
IRISAI
(Q&A)
35
FROM OBSERVABILITY TO BUSINESS PERFORMANCE
OBSERVABILITY METRIC
• Call quality (MOS score)
BUSINESS PERFORMANCE
METRIC
• Organisational
communication analysis by
business unit, territory…
Source: LinkedIn
36
STRATEGIC PILLARS FOR PRODUCT-LED GROWTH
Flexible Pricing
Hybrid
Technology
New Products
PRODUCT-LED GROWTH
Expanding user
base
• Market is evolving
to a hybrid of fixed
and consumption
or utilisation-
based pricing
• Hybrid pricing
balances risk for IR
and clients
• Organic revenue
growth opportunity
over time
• Mirrors the strategy
of large enterprise
• Preserves on-prem
while leveraging the
benefits of cloud
• Simplifies adoption
of new products &
deployment of new
users
• Greater client
flexibility
• Embedded value,
incumbency
• Positioned to
optimise future
benefits of hybrid
pricing
• Innovation
framework for new
products
• Business
performance
improvement =
higher order value
proposition
CLIENT ENGAGEMENT
37
TRUSTED BY THE WORLD’S LEADING GLOBAL ENTERPRISES
Tech | Telco BFSI Health | Gov | Edu Retail | Industrial
Leading telco companies Leading USA banks Fortune 500 companies Leading large enterprises
38
IN SUMMARY
• Product-led growth is driven by product innovation
•IR is building new products via an innovation framework focused on
helping clients improve business performance
• IR’s AI product – Iris - is foundational: non-technical experience, expands
addressable market
• The evolution of IR’s embedded AI creates:
• new products, targeting new clients and client expansion
• an on-ramp for hybrid pricing
• opportunity to expand the Prognosis user base
• organic revenue growth potential
• a higher order value proposition
THANK YOU
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