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illumend CEO: Building a COI Tracker with AI Is Easy. Verifying Insurance Compliance Is Not.

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Kristen Nunery warns that homegrown Certificate of Insurance tracking tools can create a false sense of security when businesses mistake collecting insurance documents for verifying coverage and compliance

INDIANAPOLIS, Oct. 21, 2026 /PRNewswire/ — As general-purpose artificial intelligence (AI) makes it easier for businesses to build their own software, Kristen Nunery, founder and CEO of illumend, is warning construction and property management companies against a costly misconception: that building a Certificate of Insurance (COI) tracking system is the same as verifying that contractors and other third parties have the insurance coverage their contracts require.

In her new article, “You Can Build a COI Tracker with AI. That Doesn’t Mean You Should,” Nunery explains that general-purpose AI tools such as ChatGPT can help businesses create applications that collect certificates, track expiration dates, and automate reminders. But those capabilities address only part of the insurance compliance process. Determining whether coverage satisfies contractual requirements involves interpreting insurance documents, reviewing endorsements, identifying exclusions and resolving discrepancies that basic tracking software may overlook.

“AI has democratized the ability to build software. It hasn’t democratized the expertise to make the right insurance decision,” said Nunery, who has spent 16 years in insurance compliance. “If you don’t have a compliance process today, you’re not automating a process. You’re automating your best guess.”

Why a COI Tracker Is Not an Insurance Compliance Verification System

According to Nunery, the critical distinction is between tracking the existence and expiration of insurance documents and verifying whether the underlying coverage meets contractual obligations.

A homegrown COI tracker may confirm that a certificate is current, record policy limits, and flag missing documents. But a current certificate does not necessarily mean a contractor is adequately insured or compliant with an agreement’s terms.

For example, a subcontractor may submit a certificate showing sufficient general liability limits and additional insured status. Yet the underlying endorsement may be a CG 20 10 covering ongoing operations only, while the contract also requires completed-operations coverage under a CG 20 37 or equivalent endorsement. A basic tracker could mark the subcontractor as compliant despite the missing coverage.

“The tracker didn’t misread anything,” Nunery said. “It never had the contract requirement, the endorsement language, or the connection between the two.”

Other potential gaps include incorrectly named insured entities, missing endorsements, inadequate completed-operations coverage, and policy provisions that fail to satisfy contractual insurance requirements. Identifying these issues requires evaluating insurance evidence in context, not simply extracting data from a certificate.

Why Insurance Compliance Verification Requires Specialized Technology

Nunery argues that businesses seeking to move beyond basic COI tracking need technology designed specifically for insurance compliance verification, with insurance expertise embedded in how the system evaluates coverage.

Unlike homegrown tracking tools, specialized compliance platforms such as illumend compare insurance documents against established contractual requirements, examine supporting endorsements, identify coverage gaps, and explain findings that require attention.

This approach powers Lumie, illumend’s specialized AI-powered insurance compliance expert. Lumie reviews certificates and endorsements against established requirements, flags potential deficiencies and provides supporting evidence for its determinations, while allowing compliance professionals to review and resolve exceptions.

“AI should do more than flag a problem. It should show you what it found, which requirement it evaluated, and the evidence behind its assessment,” Nunery said. “Lumie applies insurance expertise at scale and creates a clear record of its findings, so teams can act on routine determinations efficiently and focus their attention on exceptions that need a closer look.”

Nunery’s perspective draws on her experience building myCOI, whose technology has reviewed more than 45 million insurance documents and identified more than 2 million coverage gaps before they became claims, according to company figures.

Build a COI Tracker or Buy a Compliance Platform? The Questions Businesses Should Ask

For organizations considering building their own COI software, Nunery recommends first determining whether they need a document-tracking application or a comprehensive insurance compliance verification system.

Basic tracking needs may be addressed with spreadsheets, conventional software, or applications built with general-purpose AI. But verifying compliance requires substantially more: translating contractual insurance requirements into rules, reviewing endorsements and policy evidence, identifying exceptions, documenting decisions, and maintaining an auditable compliance process.

Businesses must also consider who will keep insurance requirements current, validate the system’s determinations, investigate discrepancies, and maintain the records needed to support compliance decisions during claims or audits.

“Building the software happens once,” Nunery said. “Running a compliance system means keeping requirements, evidence, follow-ups, decisions and the audit trail current, every day it’s in use.”

To read Nunery’s full article, visit https://www.illumend.ai/evaluation-buying/build-vs-buy-coi-tracking-software-ai

About illumend
Founded in 2025, illumend™ is the AI-powered platform redefining how businesses manage third-party insurance compliance and risk. Backed by myCOI, the leader in third-party insurance compliance management with more than 16 years of expertise, illumend reimagines compliance by guiding every step of the process—from document review and expiration tracking to risk flagging, communication, and resolution—within one intuitive system. Built on myCOI’s institutional foundation—having processed more than 45 million documents, managed over 1.2 million agreements, cleared more than 750,000 third-party partners, and identified more than two million coverage gaps before claims—illumend brings this depth of compliance intelligence into an AI-native platform. At its core is Lumie, illumend’s conversational AI guide that reads complex insurance documents, flags issues in real time, and explains them in language anyone can act on. To learn more, visit https://www.illumend.ai.

Media contact:
Michael Tebo
Gabriel Marketing Group (for illumend)
Phone: 571-835-8775
Email: michaelt@gabrielmarketing.com

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SOURCE illumend

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Chemours Announces Dates for Third Quarter 2026 Earnings Release and Webcast Conference Call

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WILMINGTON, Del., Oct. 21, 2026 /PRNewswire/ — The Chemours Company (“Chemours” or “the Company”) (NYSE: CC) today announced that the Company expects to issue its third quarter 2026 financial results after market on Monday, November 2, 2026.

The Company expects to hold its conference call to discuss its third quarter 2026 financial results at 8:00 a.m. Eastern Standard Time on Tuesday, November 3, 2026. The call is open to the public and can be accessed via the webcast information below. The webcast and materials can be accessed by visiting the “Events and Presentations” section of the Investor Relations section of Chemours’ website at investors.chemours.com.

Conference Call: Please visit investors.chemours.com for a link to the live webcast and to view the accompanying slides.

Replay: A webcast replay will be available at investors.chemours.com.

About The Chemours Company
The Chemours Company (NYSE: CC) is a global leader in providing industrial and specialty chemicals products for markets, including coatings, plastics, refrigeration and air conditioning, transportation, semiconductor and advanced electronics, general industrial, and oil and gas. Through our three businesses – Thermal & Specialized Solutions, Titanium Technologies, and Advanced Performance Materials – we deliver application expertise and chemistry-based innovations that solve customers’ biggest challenges. Our flagship products are sold under prominent brands such as Opteon™, Freon™, Ti-Pure™, Nafion™, Teflon™, Viton™, and Krytox™. Headquartered in Wilmington, Delaware and listed on the NYSE under the symbol CC, Chemours has approximately 5,700 employees and 28 manufacturing sites and serves approximately 2,400 customers in approximately 110 countries. For more information, visit chemours.com or follow us on LinkedIn. 

CONTACTS:

INVESTORS
Brandon Ontjes
Vice President, Head of Strategy & Investor Relations
+1.302.773.3300 
investor@chemours.com 

NEWS MEDIA
Cassie Olszewski
Media Relations & Reputation Leader
+1.302.219.7140
media@chemours.com  

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SOURCE The Chemours Company

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AGEDB Announces Preliminary Technical Evaluation of Graph Database and AI Data Platform Opportunities

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VANCOUVER, BC, Oct. 21, 2026 /CNW/ — AGEDB Technology Ltd. (TSXV: AGET) (“AGEDB” or the “Company”) announces that it is evaluating opportunities to re-engage in its historical graph database business area through preliminary architectural design and technical assessment of potential AI data platform applications, following its entry, on September 16, 2026, into a memorandum of understanding (the “MOU”) with a Korea-listed company exploring opportunities to enter the AI sector (the “Korean Company”).

The Company previously disclosed that it had discontinued its graph database management system operations during the year ended April 30, 2025 and was seeking new business opportunities. The Company is now assessing potential opportunities to leverage its existing Apache AGE-related technology and experience. These preliminary evaluations should not be interpreted as a resumption of full-scale development or commercial operations.

Under the MOU, AGEDB and the Korean Company contemplate evaluating an integrated package combining locally installed PostgreSQL and Apache AGE relationship-analysis database technology with an AI agent. The MOU also contemplates a separate “Personal AI Operating System” evaluation track, referred to as “AGE Brain,” for potential use in user-controlled computing environments. The proposed applications remain conceptual and subject to further technical and commercial assessment.

The contemplated preliminary work includes architectural design and technical evaluation of approaches to connecting relational data with graph-based relationships and supporting AI-assisted information retrieval and analysis. The parties may consider proof-of-concept testing and pilot activities, but no timeline or commitment to undertake such activities has been established under the MOU.

The MOU has a one-year term. Except for provisions expressly identified as binding, it is non-binding and does not require either party to complete development, launch or commercialize a product, make an investment, commit personnel, pay development fees, or enter into a definitive commercial agreement. Specific project scope, deliverables, schedules, responsibilities, costs and any commercialization terms remain subject to further discussions and, where applicable, separate written agreements. Each party will bear its own evaluation costs unless otherwise agreed in writing.

The Company’s evaluation remains preliminary. No product launch, commercial revenue or definitive commercialization arrangement has been agreed, and there can be no assurance that the parties will proceed with development, that the proposed platform will be completed or commercialized, or that the Company will obtain the resources required to advance the opportunity.

AGEDB may also explore potential collaborations with AI development companies in Korea and other markets, subject to available resources and further assessment.

AGEDB Technology Ltd.

On behalf of the board of directors,

“Jungsoo Kim”
CEO

About AGEDB Technology Ltd.

AGEDB Technology Ltd. is a technology company listed on the TSX Venture Exchange under the symbol “AGET.” The Company is focused on developing and pursuing opportunities in data intelligence, graph database technology and applied artificial intelligence.

Forward-Looking Information

This news release contains forward-looking information, including statements regarding the Company’s development activities, the proposed AI data platform, potential proof-of-concept and pilot activities, and possible future collaborations and commercialization. Forward-looking information is based on management’s current expectations and assumptions and is subject to risks and uncertainties that could cause actual results to differ materially. The memorandum of understanding is generally non-binding, and there can be no assurance that the parties will proceed with or complete any development, pilot, product launch or commercial arrangement, or that AGEDB will enter into additional collaborations. Readers are cautioned not to place undue reliance on forward-looking information. AGEDB undertakes no obligation to update such information except as required by applicable securities laws.

SOURCE AGEDB Technology Ltd.

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Bose Corporation Acquires Skullcandy, Expanding Its Consumer Audio Portfolio to Reach New Audiences

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Acquisition follows a successful partnership between the two companies and advances Bose’s evolution into a multi-brand products and technology company

FRAMINGHAM, Mass. and PARK CITY, Utah, Oct. 21, 2026 /PRNewswire/ — Bose Corporation, a global leader in audio innovation and research, announced today it has acquired Skullcandy, a lifestyle audio brand known for its bold products that bring together sound, style and performance. Bose and Skullcandy have each spent decades finding new ways to bring people closer to the music they love. Together, they’ll combine Bose’s audio expertise, technology and global reach with Skullcandy’s design, understanding of its consumers and authentic community connections to create new products and experiences and accelerate growth.

The acquisition follows a multi-year partnership that has already brought Sound by Bose technology to Skullcandy earbuds and headphones. The companies have seen firsthand how their strengths can come together to create products consumers love while staying true to what makes Skullcandy special, providing a foundation to accelerate further collaboration and innovation.

With a strong position at the intersection of audio, lifestyle and culture, Skullcandy will remain a separate brand within Bose’s Premium Consumer Audio business. Skullcandy’s deep roots in boardsports, including longstanding relationships with passionate supporters of the culture and its athletes, and authentic connections across music, gaming, fitness and other communities present new ways for Bose to meaningfully connect with consumers where it has less presence today.

“For more than 60 years, Bose has been committed to delivering incredible audio experiences however and wherever people choose to listen. As we work to reach even more people, we’re expanding how we do that, not only through Bose products, but through technology partnerships and a growing portfolio of brands,” said Lila Snyder, Chief Executive Officer of Bose Corporation. “As a privately held company, we have the freedom to make bold, long-term investments in opportunities we believe in, and Skullcandy is a great example of that. They have an established, thriving brand, and together we see tremendous opportunity to create new products and experiences and reach more consumers around the world.”

“We believe this is a win for Skullcandy and our fans,” said Brian Garofalow, Chief Executive Officer of Skullcandy. “Skullcandy was born on a chairlift in Park City, Utah, over 20 years ago, and we’ve always believed great music should be part of the experiences people love. Joining Bose gives us the opportunity to make those experiences even better by bringing more of their audio expertise and technology to our products, and it opens up even more ways to take Skullcandy further.”

Bose plans to invest in Skullcandy’s continued growth, providing greater access to technology, resources, global distribution and commercial relationships while giving the brand the freedom to continue evolving in ways that are authentic to its identity and consumers. Skullcandy will continue to be based in Park City, Utah.

Bose acquired Skullcandy from a fund managed by Mill Road Capital Management LLC, a Connecticut-based private investment firm. Jones Day acted as Bose’s legal counsel. Additional information, including financial and other terms of the transaction, will remain confidential.

About Bose Corporation
Bose Corporation is a global leader in audio innovation, driven by a singular belief: sound has the power to transform the way people connect with the world. For more than 60 years, Bose has combined pioneering research, engineering excellence, and a deep understanding of human perception to create products and technologies that deliver extraordinary experiences. Through its portfolio of iconic brands, including Bose, McIntosh, Sonus faber, and Skullcandy, the company offers premium and luxury audio solutions for the home, on the go, and in the car. Bose also collaborates with leading companies across industries, extending its audio expertise and technologies into new products, platforms, and applications beyond its own brands. 

Guided by a relentless spirit of innovation and a passion for what sound makes possible, Bose continues to advance the science and art of sound while expanding its impact on everyday life. From music and entertainment to communication, wellness, and emerging applications, Bose is creating new ways for people around the world to feel more connected, inspired, and engaged through the power of sound.

About Skullcandy
Founded in 2003 on a chairlift in Park City, Utah, Skullcandy is the original lifestyle audio brand. With deep roots in action sports culture, Skullcandy creates headphones, earbuds, and speakers that deliver powerful sound, bold style, and immersive experiences. Designed to move with you—from the mountains to the streets—Skullcandy gear is built to perform and made to stand out. Learn more at www.Skullcandy.com.

Contact

Joanne Berthaume
Joanne_berthaume@bose.com

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SOURCE Bose Corporation

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