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Created page with "= ATL245 – NetSuite Recommender Summit 2026 = == Episode Overview == In ATL245, hosts '''Randy Johnston''' and '''Brian Tankersley''' recap their experience at the '''NetSuite Advisor and Selection Summit 2026''' in Nashville, providing listeners with a forward-looking view of NetSuite’s roadmap and its role in the evolving midmarket ERP landscape. Drawing on conversations with senior NetSuite executives, partners, and customers, the episode highlights NetSuite’s..."
 
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= ATL245 – NetSuite Recommender Summit 2026 =
[[File:ATL245B.jpg|thumb]]


== Episode Overview ==
= ATL 245 – The Future of AI and Agents in Accounting (Stephen Edgington, Dext) =
In ATL245, hosts '''Randy Johnston''' and '''Brian Tankersley''' recap their experience at the '''NetSuite Advisor and Selection Summit 2026''' in Nashville, providing listeners with a forward-looking view of NetSuite’s roadmap and its role in the evolving midmarket ERP landscape. Drawing on conversations with senior NetSuite executives, partners, and customers, the episode highlights NetSuite’s continued growth, scale, and deep integration with Oracle Cloud Infrastructure.


The hosts discuss NetSuite’s evolution from its origins as NetLedger nearly 28 years ago into a modern, AI-enabled ERP platform serving approximately 43,000 customers and over 2 million users. A key focus of the episode is NetSuite’s data and AI strategy, including its use of a data mart that preserves historical data from prior ERP systems to improve analytics, AI inference, and long-term trend analysis.
''Accounting Technology Lab (ATL)'' with hosts Randy Johnston and Brian F. Tankersley featuring Stephen Edgington (Chief Product & Technology Officer, Dext).


Johnston and Tankersley also examine NetSuite’s Model Context Protocol (MCP) and the emerging “Ask Oracle” interface, noting both its promise and the challenges it introduces for user training and adoption. The episode concludes with real-world migration stories, insights into NetSuite’s partner ecosystem, and guidance for organizations evaluating ERP solutions in complex, multi-industry environments.
== Episode Summary (200 words) ==
In ATL 245, Randy Johnston and Brian Tankersley welcome Stephen Edgington, Chief Product and Technology Officer at Dext, for a forward-looking conversation on AI, small language models, agents, and the future of accounting automation. Edgington shares how Dext has evolved from OCR-based document capture into a sophisticated AI platform processing over 353 million documents annually with 99% accuracy.


== Key Takeaways ==
The discussion explores how Dext leverages specialized small language models rather than massive generalist AI models to ensure precision in document extraction and classification. Edgington introduces Dext Assist, an AI-driven evolution of supplier rules that learns from 12 months of bookkeeping edits to identify subconscious accounting patterns and automate complex client-specific logic.
* NetSuite continues to invest heavily in AI and data analytics through Oracle Cloud Infrastructure.
* Preserving historical ERP data enhances AI accuracy and long-term business insights.
* NetSuite organizes customers into 16 industry verticals with dedicated expertise.
* The partner ecosystem plays a critical role, with tens of thousands of implementations completed.
* AI-driven interfaces will require increased user education and process clarity.


== Notable Quotes ==
The episode also dives deep into Model Context Protocol (MCP), AI agents, API strategy, and the emerging agentic world of connected systems. Edgington compares MCP to Bluetooth—powerful but requiring iteration—and emphasizes that the next evolution of accounting technology is about integration, iteration, and human oversight.
* “NetSuite has approximately 43,000 customers, with about 2 million users—and over 600 public companies on the platform.” (01:20)
* “Originally, we migrated data and thought we’d delete it all—but keeping it turns out to be incredibly valuable for AI.” (05:40)
* “They set up a data mart with all your historical ERP data, so the AI can see the distant past—not just last year.” (06:45)
* “There are hundreds of workflows that are agentic inside NetSuite—but not everything is really an agent.” (14:10)
* “If you don’t understand the data structure, asking AI to replace the interface can actually make things harder.” (12:40)


The central message: AI will not replace accountants—but accountants using AI will outperform those who do not.


== Companies and Products Mentioned ==
== Catchy Quotes (with timestamps) ==
{| class="wikitable"
* '''“We processed about 353 million documents last year… and over 1.5 million in a single day.”''' (2:42)
! Name !! Type !! X (Twitter) !! Facebook !! LinkedIn !! Instagram
* '''“The hardest field we have to predict is the supplier… because it’s not what’s on the document. It’s what you want it to be.”''' (7:15)
* '''“Dext Assist looks at 12 months of your edits and finds the subconscious rules you didn’t even know you were applying.”''' (14:40)
* '''“MCP isn’t USB. It’s more like Bluetooth — powerful, but sometimes finicky.”''' (23:30)
* '''“If you’re not using AI, the person competing against you who is… will simply be able to do more.”''' (38:10)
* '''“This is the first technology we’ve ever had that can teach you how to use it by asking it questions.”''' (41:00)
 
== Products, Services, and Companies Mentioned ==
{| class="wikitable sortable"
! Product / Company
! Description
! X
! Facebook
! LinkedIn
! Instagram
|-
| Dext
| AI-powered bookkeeping automation platform
| @dextofficial
| DextOfficial
| Dext
| @dextofficial
|-
| Epicor
| ERP software company
| @Epicor
| EpicorSoftware
| Epicor
| @epicor
|-
| QuickBooks
| Accounting software
| @QuickBooks
| QuickBooks
| Intuit QuickBooks
| @quickbooks
|-
| Xero
| Cloud accounting platform
| @Xero
| XeroAccounting
| Xero
| @xero
|-
| Sage
| Accounting & ERP software
| @SageGroupPLC
| Sage
| Sage
| @sageofficial
|-
|-
| NetSuite || ERP Software || @NetSuite || NetSuite || NetSuite || @netsuite
| Zoho
| Business software suite
| @Zoho
| Zoho
| Zoho
| @zoho
|-
|-
| Oracle Cloud Infrastructure || Cloud Platform || @Oracle || Oracle || Oracle || @oracle
| BILL
| AP/AR automation platform
| @BILLcom
| BILL
| BILL
| @billcom
|-
|-
| CPA Practice Advisor || Media / Publication || @CPAPracticeAdv || CPA Practice Advisor || CPA Practice Advisor || —
| Zapier
| Automation platform
| @zapier
| Zapier
| Zapier
| @zapier
|-
|-
| DoorDash || Logistics / Delivery || @DoorDash || DoorDash || DoorDash || @doordash
| Reckon
| Accounting software (AU)
| @ReckonHQ
| Reckon
| Reckon
| —
|-
|-
| Propeller Industries || Accounting Services || — || — || Propeller Industries || —
| Twinfield
| Accounting software (Wolters Kluwer)
| —
| —
| Twinfield
| —
|-
|-
| Ramsey Solutions || Media & Training || @Ramsey || Ramsey Solutions || Ramsey Solutions || @ramseysolutions
| OpenAI
| AI research company
| @OpenAI
| —
| OpenAI
| —
|-
|-
| Overture || Supply Chain / Apparel || — || — || Overture || —
| Anthropic
| AI research company (Claude)
| @AnthropicAI
| —
| Anthropic
| —
|}
|}
== Promotional Headline Options ==
* The AI Gym for Accountants: Train Now or Fall Behind
* 353 Million Documents Later: What Dext Knows About AI in Accounting
* Why MCP Is Bluetooth, Not USB — And Why That Matters
* How Dext Assist Learns Your Subconscious Bookkeeping Rules
* AI Agents, Small Language Models, and the Future of the Firm
== Source ==
Content derived from the episode transcript/audio file: ''Stephen Edgington Interview (Audio)''.

Latest revision as of 01:07, 14 February 2026

ATL 245 – The Future of AI and Agents in Accounting (Stephen Edgington, Dext)

Accounting Technology Lab (ATL) with hosts Randy Johnston and Brian F. Tankersley featuring Stephen Edgington (Chief Product & Technology Officer, Dext).

Episode Summary (200 words)

In ATL 245, Randy Johnston and Brian Tankersley welcome Stephen Edgington, Chief Product and Technology Officer at Dext, for a forward-looking conversation on AI, small language models, agents, and the future of accounting automation. Edgington shares how Dext has evolved from OCR-based document capture into a sophisticated AI platform processing over 353 million documents annually with 99% accuracy.

The discussion explores how Dext leverages specialized small language models rather than massive generalist AI models to ensure precision in document extraction and classification. Edgington introduces Dext Assist, an AI-driven evolution of supplier rules that learns from 12 months of bookkeeping edits to identify subconscious accounting patterns and automate complex client-specific logic.

The episode also dives deep into Model Context Protocol (MCP), AI agents, API strategy, and the emerging agentic world of connected systems. Edgington compares MCP to Bluetooth—powerful but requiring iteration—and emphasizes that the next evolution of accounting technology is about integration, iteration, and human oversight.

The central message: AI will not replace accountants—but accountants using AI will outperform those who do not.

Catchy Quotes (with timestamps)

  • “We processed about 353 million documents last year… and over 1.5 million in a single day.” (2:42)
  • “The hardest field we have to predict is the supplier… because it’s not what’s on the document. It’s what you want it to be.” (7:15)
  • “Dext Assist looks at 12 months of your edits and finds the subconscious rules you didn’t even know you were applying.” (14:40)
  • “MCP isn’t USB. It’s more like Bluetooth — powerful, but sometimes finicky.” (23:30)
  • “If you’re not using AI, the person competing against you who is… will simply be able to do more.” (38:10)
  • “This is the first technology we’ve ever had that can teach you how to use it by asking it questions.” (41:00)

Products, Services, and Companies Mentioned

Product / Company Description X Facebook LinkedIn Instagram
Dext AI-powered bookkeeping automation platform @dextofficial DextOfficial Dext @dextofficial
Epicor ERP software company @Epicor EpicorSoftware Epicor @epicor
QuickBooks Accounting software @QuickBooks QuickBooks Intuit QuickBooks @quickbooks
Xero Cloud accounting platform @Xero XeroAccounting Xero @xero
Sage Accounting & ERP software @SageGroupPLC Sage Sage @sageofficial
Zoho Business software suite @Zoho Zoho Zoho @zoho
BILL AP/AR automation platform @BILLcom BILL BILL @billcom
Zapier Automation platform @zapier Zapier Zapier @zapier
Reckon Accounting software (AU) @ReckonHQ Reckon Reckon —
Twinfield Accounting software (Wolters Kluwer) — — Twinfield —
OpenAI AI research company @OpenAI — OpenAI —
Anthropic AI research company (Claude) @AnthropicAI — Anthropic —

Promotional Headline Options

  • The AI Gym for Accountants: Train Now or Fall Behind
  • 353 Million Documents Later: What Dext Knows About AI in Accounting
  • Why MCP Is Bluetooth, Not USB — And Why That Matters
  • How Dext Assist Learns Your Subconscious Bookkeeping Rules
  • AI Agents, Small Language Models, and the Future of the Firm

Source

Content derived from the episode transcript/audio file: Stephen Edgington Interview (Audio).

Retrieved from "https://wiki.cpate.ch/index.php?title=ATL245&oldid=172"