AI and How We Value – Session Information

23 October 2026

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

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

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Photograph of Stephani Mason
Moderator

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
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 Palak Patel

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

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
Data provenance

What goes into an AI system, and how do valuers know the output is accurate?

Previous
02of 05
Judgement

As private market data becomes more observable, what is left for professional judgement?

03of 05
Private credit

How will AI change the way private credit investments are valued?

04of 05
Opaque markets

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

05of 05
Standards

How is the IVSC addressing AI, and will standards be updated to reflect it?

Add yours using Q&A

Audience

Today’s audience

A senior, international audience with finance at its core. Around 9% of registrants come from an investor, asset manager or bank, joined by the advisers, auditors, regulators and standard setters weighing how AI is changing valuation practice.

1,635registrants
121countries and territories
1,060+organisations represented
84investor 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 whose organisation could be classified.

57 in every 100Valuation providersValuation, transaction and real estate advisers who carry out valuations
25 in every 100Users of valuationsPrivate capital managers, asset owners, banks and companies who rely on valuations
14 in every 100Oversight and standardsRegulators, tax authorities, public bodies and standard setters
4 in every 100Data, fund services and lawSpecialist firms supporting the valuation process

A closer look

Registrants by type of organisation, coloured by group.

Valuation and transaction advisers383
Real estate valuers and advisers74
Private capital managers 52 firms63
Banks and lenders 29 institutions48
Asset owners, allocators and managers 32 organisations44
Corporates40
Regulators, tax authorities and standard setters110
Data, fund services and law32

Where they are joining from

Registrants from 121 countries and territories, by region. Circle size reflects the number of registrants.

31%Europe505 registrants31%Asia-Pacific501 registrants15%North America239 registrants13%Africa214 registrants7%Latin America & Caribbean110 registrants4%Middle East66 registrants
Top countriesUnited States 180United Kingdom 179Australia 177India 74Nigeria 64Canada 59

Based on registrations as at 5 November 2026. Organisation categories are IVSC classifications of self-reported registration data and are indicative; the groups above cover the 794 registrants whose organisation could be classified. No organisation or individual is named.

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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.