The Mostly Unstructured Podcast

17:04

S2 Ep11: What does your business mean to AI?

The Mostly Unstructured Podcast ·

2026/08/31

What does an Agent Mesh need to understand about your business before agentic AI can make a reliable decision?In this episode of The Mostly Unstructured Podcast, Ed and Clay explain how taxonomy, ontology, and knowledge graphs give Business AI a shared understanding of documents, rules, relationships, risk, approvals, and workflow. The discussion focuses on the meaning layer beneath AI orchestration: the business-specific context that determines how information should be interpreted and used.Learn

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32:51

S2 Ep10: The Missing Layer in Enterprise AI with...

The Mostly Unstructured Podcast ·

2026/07/13

No single AI platform is going to become the "one ring to rule them all". The enterprise AI stack is fragmented by nature, but an orchestration layer lets governed, durable agents work across the systems you already have.On the Mostly Unstructured Podcast, KeyMark CMO Clay Tuten sits down with Chris McLaughlin, Chief Revenue Officer of Vertesia, to unpack why enterprises end up running six, seven, eight AI tools at once — and how an orchestration layer, agents that can actually reach your data, and

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28:17

S2 Ep9: Discoveries at the intelligence layer with...

The Mostly Unstructured Podcast ·

2026/06/11

Content's value is in the intelligence it brings, regardless of what system it's found in. But there is a lot of enterprise content across many, many systems.On the Mostly Unstructured Podcast, KeyMark CMO Clay Tuten sits down with Mike Askren, VP of Product at Hyland, on how document management and ECM are becoming an intelligence layer for agentic AI, and the right size and scale problems to tackle with agents.Topics explored:Why has enterprise value moved from storing and securing content to

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18:57

S2 Ep8: Building Trust and Domain Agents with Matisha...

The Mostly Unstructured Podcast ·

2026/06/04

Ed sits down for a conversation with Matisha Ladiwala, Vice President and General Manager for Hyland's Content Intelligence Cloud (CIC), to discuss building, governing, and deploying domain-specific agents. They cover how governance helps AI pilots succeed through trust, and dig into Hyland's federation strategy, the agent mesh architecture, MCP as a semantic layer, and domain-specific knowledge graphs.

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37:56

S2 Ep7: Are Data Lakes Drying Up?

The Mostly Unstructured Podcast ·

2026/05/13

Data lakes remain sources of truth, but AI accesses data beyond what lives in a lake to acquire valuable metadata and semantic understanding. In this episode of the Mostly Unstructured Podcast, KeyMark CMO Clay Tuten sits down with Josh Heller of Crushable.ai, to dismantle the myth that a lake has to be the final resting place of data.Read the companion article for info on data at rest vs data in motion, and integration tactics:

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43:22

S2 Ep6: Agentic AI Needs Governance: Discussing Data...

The Mostly Unstructured Podcast ·

2026/04/17

Data governance is the foundation of enterprise AI. If your data is not AI-ready, your copilots, agents, and automations can return bad answers, expose risk, and make the wrong decisions faster.In this episode of the Mostly Unstructured Podcast, Clay and Ed break down why enterprise AI success isn't just about model performance, but starts with data readiness, traceability, audit trails, validation, policy, and clear ownership across the business.Read our KeyMark companion

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26:19

S2 Ep5: Does a business have any business training an...

The Mostly Unstructured Podcast ·

2026/03/06

Enterprise LLMs: RAG vs Fine‑Tuning, IDP & Governance In this episode of the Mostly Unstructured podcast, Ed and Clay discuss whether it’s better to train a domain‑specific LLM or leverage foundational models like ChatGPT, Gemini and Claude. They explain the trade‑offs between fine‑tuning and retrieval‑augmented generation (RAG), and why Intelligent Document Processing (IDP) is vital for turning unstructured data into usable context. In this discussion, we cover:Why training your own LLM is

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30:05

S2 Ep4: A Selectively Deep Analysis of AI Analyst...

The Mostly Unstructured Podcast ·

2026/02/17

Deep Analysis is a well-informed and highly respected analyst team with a lot to say about AI in 2026. Ed and Clay are informed, and we respect them a lot internally, but mostly – they’re a little unstructured. In Ep. 4, Ed and Clay dive deep into some of the trends outlined in Deep Analysis’s 2026 trends report.

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21:53

S2 Ep3: You know me I'm down with MCP

The Mostly Unstructured Podcast ·

2026/01/23

The Model Context Protocol is your USB-C for AI API tool calling. Ed and Clay talk about MCP introduced by Anthropic, the rapid adoption of the protocol across AI vendors, the opportunities it creates, as well as the headaches it induces for IT.

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31:24

S2 Ep2: IDP Due Diligence in a Crowded Marketplace

The Mostly Unstructured Podcast ·

2026/01/09

Ed and Clay discuss the explosion of IDP entrants in the AI document processing and data analysis marketplace, cover questions and considerations when assessing the viability of an IDP solution, vetting demos, and review a helpful tool for performing IDP due diligence.

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17:18

1: Intelligent Document Processing - The Keystone Tech

The Mostly Unstructured Podcast ·

2025/12/03

The first episode of KeyMark's new podcast series - Mostly Unstructured explores a range of topics related to intelligent document processing for the strategic transformation of unstructured data. In E01 - Intelligent Document Processing - The Keystone Tech, Ed is joined by Colin Toomey to lay some foundational groundwork for IDP as a fundamental necessity for data pipelines, workflows, and artificial intelligence systems.

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17:27

37: Intelligent Data Capture Series: The Then and Now...

The Mostly Unstructured Podcast ·

2024/09/26

In the second episode of our Intelligent Data Capture Series, KeyMark CMO Clay Tuten is joined by CEO Jim Wanner and COO Cameron Boland to discuss what exactly Data Capture is. Dive into the basics of OCR, extraction, validation, separation, and deep learning.Make sure to check out part 2 for the evolution of Capture and why it is critical to businesses.

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10:59

36: Intelligent Data Capture - Round Table Series Part 1

The Mostly Unstructured Podcast ·

2024/09/04

In this episode of The Orange Chair Podcast, join Clay Tuten, Chief Marketing Officer, and John Harrison, Chief Sales Officer at KeyMark, as they explore the transformative world of Intelligent Data Capture. Discover how AI-powered advancements are reshaping data capture, from its historical roots to its future implications. Gain insights into the benefits, practical applications, and the strategic impact of Intelligent Data Capture on your organization.This episode kicks off a series dedicated to

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22:23

35: Enter The Digital Highway: Automation for the DMV

The Mostly Unstructured Podcast ·

2024/08/14

In this episode of The Orange Chair Podcast, we're diving into how KeyMark can help alleviate the most common DMV pain points with automation. Join Jake Wanner, Solution Analyst & Sales Executive for the Public Sector; and Keith Cua, Senior Manager of Engineering Services at KeyMark as they discuss Automation for the DMV. For more information on Automation for the DMV, visit our website at: https://go.keymarkinc.com/dmv

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16:08

34: Live From Insights: Opex Automated Solutions

The Mostly Unstructured Podcast ·

2024/08/05

In this episode of The Orange Chair Podcast, we join Tim Osman, Business Alliance Manager at OPEX and Jake Wanner, Solution Analyst and Sales Executive for the Public Sector here at KeyMark as they discuss Opex automated solutions, the importance of document scanning, and much more. This episode is the final part of our three-part series that brings you exclusive insights live from our premier event that navigates the future of automation for businesses: Insights

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6:01

33: Live From Insights: Hyland IDP

The Mostly Unstructured Podcast ·

2024/07/18

In this episode of The Orange Chair Podcast, we discuss Hyland's newest addition to the platform, Hyland IDP, also known as Intelligent Document Processing. Join Tim Tallaksen, Senior Director of Global Sales Operations and Enablement at Hyland, Mark Enfinger, Senior Systems Engineer at KeyMark, and Brian Becker, Engagement Manager at KeyMark, as they delve into the value of IDP. This episode is part two of our three-part series that brings exclusive insights from our premier event that navigates

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10:07

32: Live From Insights: All Things OnBase

The Mostly Unstructured Podcast ·

2024/07/10

In this episode of The Orange Chair Podcast, join Colleen Alber, Technology Evangelist at Hyland, and Zach Hance, Senior Account Executive at KeyMark, as they delve into all things OnBase. Discover the latest updates and how OnBase can empower you and your organization. This episode is part one of our three-part series that brings you exclusive insights from our premier event that navigates the future of automation for businesses!

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34:51

31: Intro to IDP

The Mostly Unstructured Podcast ·

2024/05/08

In this episode of The Orange Chair Podcast, Ben Vaughan, Director of Client Solutions, and Brian Becker from KeyMark’s Professional Services team sit down with Tim Tallaksen, the Senior Director of Global Sales Operations and Enablement at Hyland, to dive into Intelligent Document Processing also known as IDP. Tune in to learn what IDP is and how it can benefit your company!

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29:26

30: AI in the B2B Space: Part 3

The Mostly Unstructured Podcast ·

2024/02/19

In this episode of The Orange Chair Podcast, special guest Anthony Macciola and KeyMark CEO Jim Wanner continue their discussion on AI in the B2B space. Tune in to hear more about balancing AI with your operational business model, the ROI of AI, the end users' perspective, Case studies, and much more. This episode is part 3 of a series dedicated to exploring AI in the B2B space. Tune in to learn more!

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19:38

29: AI in the B2B Space: Part 2

The Mostly Unstructured Podcast ·

2023/10/18

In this episode of The Orange Chair Podcast, special guest Anthony Macciola and KeyMark CEO Jim Wanner continue their discussion on AI in the B2B space. Tune in to learn more about the impact that AI can have on your organization and what you as the end user should be looking out for when applying these technologies. This episode is part 2 of a series dedicated to exploring AI in the B2B space.

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