AI and How We Value – Session Information

23 October 2026

IVSC Valuation Webinar Series 2026, Sponsored by Kroll – Audience Information

Beyond Efficiency: AI and How We Value | IVSC Valuation Webinar Series 2026
Sponsored byKroll
Session 3 of 5IVSC Valuation Webinar Series 2026

Beyond Efficiency: AI and How We Value

Exploring how emerging AI tools influence valuation workflows, risk assessment and valuation opinions

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The session

About this session

AI’s efficiency gains in valuation are now well understood, with automation already embedded in data gathering, benchmarking, modelling and reporting. This session looks past that to a harder question: what AI means for the methodologies themselves.

As AI makes private market data and observable inputs far more available, giving valuers a direct view of the assets they are pricing rather than relying on proxies, the panel asks whether approaches designed decades ago for illiquid assets still hold, how far private and public market valuation may converge, and what professional judgement, and the role of third-party valuation, look like in a faster and more data-rich environment.

Speakers

Meet the panel

Select a speaker to read their profile.

Photograph of Palak Patel
Moderator

Palak Patel

Managing Director, Private Capital Markets

Kroll

Palak leads Kroll’s Private Capital Markets group and its product strategy within Kroll Digital Solutions, with more than 20 years’ experience building data, software and analytics solutions for the public and private capital markets.

Before Kroll he was Chief Revenue Officer at S3 Partners and spent 12 years at Bloomberg, where he led several of its most widely used investment-management and trading platforms.

Full profile at Kroll
Photograph of Celine Bes

Celine Bes

Member, Business Valuation Board

IVSC

Celine’s career spans over two decades in global executive roles focused on valuation, portfolio analysis and transaction advisory. She is currently a member of the IVSC’s Business Valuation Board and of the IVSC’s Technology Working Group. Formerly, she was Head of EMEA at 73 Strings, an AI-native portfolio monitoring and valuation company, where she led the company’s expansion in the region as a member of its Executive Committee.

Prior to joining 73 Strings, Celine spent 13 years at Goldman Sachs in New York and London. During her last three years there she specialised in Sponsor M&A and Secondary Advisory; before that, she led the global private equity valuation team and served as Head of M&A Valuations on the global Fairness Committee. Celine started her career at EY in Paris and New York, where she co-launched its Portfolio Advisory practice focused on hedge funds and private equity clients.

Celine holds an MSc in Corporate Finance from EDHEC Business School in France and an MBA from Columbia Business School in New York.

Photograph of Henry Gladwyn

Henry Gladwyn

Managing Director

OMERS Ventures and Growth

Henry is a Managing Director in the OMERS Ventures and Growth group, focused on AI investing. He began his career in corporate law in London before transitioning to venture and growth investing at Hedosophia.

Photograph of Stephani Mason

Stephani Mason

Associate Professor, School of Accounting and MIS

DePaul University

Stephani Mason is an Associate Professor in the School of Accounting and MIS at DePaul University’s Driehaus College of Business, and a Certified Public Accountant with over a decade of experience in investment management at JP Morgan and US Trust.

Her research examines how valuation and accounting standards, financial regulation and corporate governance shape financial reporting and capital market behaviour, with a particular focus on fair value accounting and the valuation process. She serves on the AICPA Complex Financial Instruments Task Force and has contributed to international standard-setting work, including for the IAASB.

Full profile at DePaul

Your questions

Questions from the audience

A selection of the questions submitted at registration. Post your own during the session using the Q&A button on your screen.

01of 05
Opaque markets

How can AI assist where market data is scarce or not transparent?

Previous
02of 05
Professional judgement

How should conflicts between an AI assessment and a valuer’s opinion be handled?

03of 05
Guard rails

Are firms putting guard rails around AI beyond expert verification?

04of 05
Oversight

What are the use cases for AI in the valuation oversight of private assets?

05of 05
Limits

Should the use of AI in valuation be limited, and how do members protect themselves?

Add yours using Q&A

Audience

Today’s audience

A senior, international audience with finance at its core. Around one in eight registrants comes from an investor, asset manager or bank, joined by the advisers, auditors, regulators and standard setters assessing AI in valuation.

1,286registrants
113countries and territories
840+organisations represented
98investor organisations

Who is in the room

The whole valuation ecosystem, from the people who carry out valuations to those who rely on them and oversee them. Each square is one in every 100 registrants.

55 in every 100Valuation providersValuers, advisers, accounting firms and property specialists who carry out valuations
20 in every 100Users of valuationsInvestors, lenders, insurers, companies and analysts who rely on valuations
7 in every 100Oversight and standardsRegulators, government, standard setters, professional bodies and legal advisers
3 in every 100Research and educationUniversities, business schools and research institutions
15 in every 100Other organisationsOrganisations we could not classify from the name given at registration

A closer look

Select a group to see the organisations behind it, by number of registrants.

662registrants from 366 organisations
Valuation and advisory firms307
Accounting and audit firms202
Real estate valuers and surveyors153
245registrants from 195 organisations
Investors and asset managers107
Banks and lenders49
Companies45
Data, analytics and fund services27
Insurers17
Investor lens

118 registrants from 98 investor organisations, plus 49 from 34 banks and lenders.

90registrants from 80 organisations
Regulators and government52
Standard setters and professional bodies24
Legal14

Where they are joining from

Registrants from 113 countries and territories, by region. Circle size reflects the number of registrants.

32%Europe407 registrants31%Asia-Pacific405 registrants13%North America172 registrants13%Africa164 registrants7%Latin America & Caribbean85 registrants4%Middle East53 registrants
Top countriesAustralia 150United Kingdom 141United States 134India 62Nigeria 49Singapore 45

Based on registrations as at 23 October 2026. Groups are IVSC classifications of the organisation names given at registration, covering the 1,214 registrants who gave an identifiable organisation, and are indicative. No organisation or individual is named.

IVSC Valuation Webinar Series 2026

Five sessions, 2 to 12 November

Register for the other sessions in the series. Registering also gives you access to the on-demand recordings.

Session 1Mon 2 Nov · 17:00–18:00 GMTValuing Global SportsRegister
Session 2Wed 4 Nov · 10:00–11:00 GMTRegulating Fair ValueRegister
Session 3Fri 6 Nov · 15:00–16:00 GMTBeyond Efficiency: AI and How We ValueYou are here
Session 4Tue 10 Nov · 15:00–16:00 GMTThe Forces Reshaping ValueRegister
Session 5Thu 12 Nov · 17:00–18:00 GMTWhen Private Markets Go DailyRegister
View the full series on ivsc.org

Next in the series

The Forces Reshaping Value

Tue 10 Nov 2026 · 15:00–16:00 UK. Registration is free, and everyone who registers gains access to the on-demand recording.

Register for session 4
IVSCInternational Valuation Standards Council · ivsc.orgSponsored byKroll
There are more than 170 member organisations
of the IVSC, operating in 137 countries worldwide. Join them.

Become part of a global network working to enhance valuation standards and professionalism.

There are more than 200 member organisations
of the IVSC, operating in 137 countries worldwide. Join them.

Become part of a global network working to enhance valuation standards and professionalism.