Your Guide to AI Governance in Corporate Reporting
The Pre-Read29 Sep 2025

Your Guide to AI Governance in Corporate Reporting

AI is no longer just hype; it's a powerful tool in corporate reporting. But what does it take to truly trust the outputs it produces? On this episode of The Pre-Read, Workiva Chief Information Officer Kim Huffman talks with Deepa Rao, a leader in sustainability and AI governance.

They break down the essential steps for executives to govern and validate AI, including the "AIRS" framework for accountability, integrity, reporting, and stewardship. You'll learn why data quality is paramount, why a hybrid approach of artificial intelligence plus human intelligence is the most successful model, and the critical skills teams need to develop to challenge the machine's outputs and build confidence in their data.

Episode Highlights:
* 0:00 Introduction
* 01:00 Is AI a copywriter or a core part of corporate reporting?
* 03:50 The biggest gaps in data readiness and why you can't trust what you can't trace.
* 08:30 Best practices for integrating AI: Start small and scale with confidence.
* 10:15 The 'ARES' framework for responsible AI governance.
* 14:30 The power of a human intelligence and artificial intelligence hybrid model.
* 18:00 The critical skills teams need to develop beyond basic AI training.

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(183)

Sustainability's Quiet Move Into the CFO's Office

Sustainability's Quiet Move Into the CFO's Office

Chief sustainability officer headcount fell about 10% in the 2026 Chief Sustainability Officer Report, the first decline in 16 years. At the same time, sustainability headcount inside business units g...

12 Okt 18min

The Real Risk Isn't Falling Behind on AI

The Real Risk Isn't Falling Behind on AI

There is a version of the "AI in audit" conversations that claims AI is replacing practitioners and the profession is being disrupted overnight. Former AICPA Auditing Standards Board member Jeff Rapag...

28 Sep 21min

Real Leadership Starts When Certainty Ends

Real Leadership Starts When Certainty Ends

Most leaders wait for certainty before they make decisions. Tracy Nolan, SVP at Humana, says that is the biggest mistake a leader can make in a crisis. Tracy has led through some of the highest-stakes...

14 Sep 18min

Sustainability Assurance Has to Be a Precondition, Not a Compliance Checkbox

Sustainability Assurance Has to Be a Precondition, Not a Compliance Checkbox

74% of S&P 500 companies revised their GHG emissions data at least once over a decade of voluntary reporting. That's the assurance gap in practice.Deloitte's Sarah Digirolamo and Kristen Sullivan join...

31 Aug 20min

Who’s Building the Next CFO?

Who’s Building the Next CFO?

Finance leaders build judgment and gain experience by doing the work throughout their career. But what happens when agents do the work instead?Workiva CFO Barbara Larson joins The Pre-Read to talk abo...

17 Aug 20min

Who Owns What Your AI Does?

Who Owns What Your AI Does?

AI transformation is a problem of governance, not technology. Anthony Habayeb, CEO of Monitaur, argues that organizations don’t need to spin up a new AI governance framework, but they need better use ...

3 Aug 27min

What Your Climate Risk Assessment Is Missing

What Your Climate Risk Assessment Is Missing

Most climate risk assessments are missing hazards, scoping too narrowly, and leaving physical climate risk under-analyzed. Linda Romanovska helped write the rules, and she’s here to explain what bette...

20 Jul 23min

Markets Are Moving: Is Your Finance Team?

Markets Are Moving: Is Your Finance Team?

The M&A market is heating up, and AI is compressing deal timelines from weeks to days.In this episode of The Pre-Read, guest host Josh Gertsch and Troy Hooper of Mergermarket provide a capital markets...

6 Jul 22min

Populært innen Business og økonomi

stopp-verden
dine-penger-pengeradet
e24-podden
rss-penger-polser-og-politikk
rss-borsmorgen-okonominyhetene
rss-skravla-gar
rss-pa-konto
livet-pa-veien-med-jan-erik-larssen
pengepodden-2
tid-er-penger-en-podcast-med-peter-warren
utbytte
lederpodden
finansredaksjonen
stormkast-med-valebrokk-stordalen
rss-markedspuls-2
morgenkaffen-med-finansavisen
pengesnakk
rss-orjasater
okonomiamatorene
rss-fa-makro