TNL Mediagene Leverages AWS's Kiro to Accelerate AI-Enabled Operational Advancements

Rhea-AI Summary

TNL Mediagene (NASDAQ: TNMG) announced a showcase initiative adopting AWS Kiro on Feb 24, 2026 to scale AI-assisted engineering across its multi-brand media and product portfolio. The company says Kiro has improved development efficiency, project execution speed, and cross-team alignment while supporting product expansion such as iGood's Price-Drop Radar.

The move is positioned as a regional example of enterprise-scale AI adoption to modernize internal systems and strengthen digital content, advertising, and data services.

Market Reality Check

Price: $2.91 Vol: Volume 8,079 is about 0.0...

low vol

$2.91 Last Close

Volume Volume 8,079 is about 0.09x the 20-day average of 94,003, indicating limited participation ahead of this AI update. low

Technical At $2.91, TNMG trades well below its $7.26 200-day MA and 94.15% below its $49.71 52-week high, but above the $1.94 52-week low.

Peers on Argus

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1 Up 2 Down

Momentum scanner shows names like BHAT (+30.70%) and DRCT/GXAI (down 5.85% and 3.17%) moving both up and down, with a median move around -4.5%, suggesting broader sector dynamics rather than TNMG-specific trading alone.

Previous AI Reports

5 past events · Latest: Jan 06 (Positive)

Same Type Pattern 5 events

Date	Event	Sentiment	Move	Catalyst
Jan 06	AI infra upgrade	Positive	-2.2%	Introduced NLWeb support to make media assets AI-native and machine-readable.
Dec 30	AI strategy update	Positive	+6.3%	Corporate update highlighting FY2025 revenue, AI initiatives, and strategic partnerships.
Dec 23	AI products launch	Positive	-5.0%	Announced Agentic Newsroom and CiteRadar AI platforms for content and analytics.
Dec 09	AI conference & paper	Positive	+0.6%	Hosted INSIDE Future Day 2025 and released AI agent industry white paper.
Oct 28	AWS AI adoption	Positive	+3.1%	Detailed AWS AI-driven cross-border content workflows and FY2024 financial performance.

Pattern Detected

AI-related updates have produced mixed but generally modest moves, averaging about 0.55%, with both rallies and selloffs following positive AI news.

Recent Company History

Recent AI-tagged announcements show TNL Mediagene using AWS AI services for cross-border content, launching Agentic Newsroom and CiteRadar, rolling out NLWeb for machine-readable content, and publishing an AI agent industry white paper. Price reactions to these AI initiatives ranged from about -4.98% to +6.25%, indicating that while AI strategy is central to the company’s narrative, the market’s response has remained relatively contained and occasionally counter to the positive operational tone.

Historical Comparison

+0.6% avg move · Past AI-tagged announcements averaged a modest 0.55% move, with both rallies and pullbacks, so any l...

AI

+0.6%

Average Historical Move AI

Past AI-tagged announcements averaged a modest 0.55% move, with both rallies and pullbacks, so any large reaction to this AWS Kiro update would represent a departure from the usual AI-news trading range.

AI-tagged history shows a progression from adopting AWS AI for cross-border content, to launching Agentic Newsroom and CiteRadar, then enabling NLWeb AI-native infrastructure. The new Kiro initiative extends this path by embedding agentic development tools directly into internal engineering workflows.

Market Pulse Summary

This announcement extends TNL Mediagene’s AI strategy by embedding AWS’s Kiro agentic development en...

Analysis

This announcement extends TNL Mediagene’s AI strategy by embedding AWS’s Kiro agentic development environment into its operations, aiming to boost engineering efficiency and support new products like iGood Price-Drop Radar. Prior AI-tagged updates have focused on AWS AI usage, Agentic Newsroom, CiteRadar, and NLWeb infrastructure. Investors may track whether these initiatives collectively improve execution across media, advertising, and data businesses, and how management reports tangible productivity or monetization gains in upcoming updates.

Key Terms

AI agents, Amazon Web Services (AWS), Agile methodology

3 terms

AI agents technical

"enables its teams to use AI agents to assist with code development tasks"

AI agents are computer programs designed to perform tasks or make decisions automatically, often by learning from data and adapting to new information. They act like virtual assistants or robots that can handle complex activities without human intervention, which can help businesses and individuals save time and improve efficiency. For investors, AI agents matter because they can enhance decision-making and automate processes that influence markets and financial outcomes.

Amazon Web Services (AWS) technical

"built on Amazon Web Services (AWS) By adopting AWS Kiro"

Amazon Web Services (AWS) is an on-demand online platform that rents computing power, data storage and software tools over the internet—think of it as renting electricity and factory space for digital work instead of building your own. Investors watch AWS because it generates steady, recurring revenue and often higher profit margins than product sales, so its growth, pricing power and customer mix significantly affect a company’s overall earnings and long-term value.

Agile methodology technical

"built by subsidiary iGood using Agile methodology, represents the Company's first"

Agile methodology is a flexible approach to managing projects that emphasizes quick, collaborative, and adaptive work processes. Rather than following a fixed plan from start to finish, it encourages regular updates and adjustments based on ongoing feedback. For investors, understanding agile is important because it often leads to faster innovation and responsiveness to change, which can impact a company’s performance and market competitiveness.

AI-generated analysis. Not financial advice.

• Highlights TNL Mediagene's early enterprise adoption of Kiro, an agentic development environment built on Amazon Web Services (AWS)
• By adopting AWS Kiro, the Company enables its teams to use AI agents to assist with code development tasks, improving development efficiency and lowering the barrier to building and modernizing internal systems
• Demonstrates measurable improvements in workflow efficiency, project execution speed, and organizational alignment enabled through AI-supported operations
• Shows how a scalable AI-supported operational foundation contributes to stronger performance across the Company's diversified portfolio, including media brands and product innovation
• Positions the Company as a regional example of practical, enterprise-scale AI adoption

TOKYO, Feb. 24, 2026 /PRNewswire/ -- TNL Mediagene (Nasdaq: TNMG) ("the Company"), a digital media and technology company operating multi-language news, lifestyle, and tech brands across Asia, and providing AI-driven advertising, data analytics, e-commerce, and marketing technology solutions, today announced the launch of a showcase initiative leveraging Amazon Web Services (AWS) Kiro, an agentic development environment, underscoring the Company's commitment to advancing AI-enabled operational transformation and accelerating modernization across its technology infrastructure.

AWS's Kiro is an agentic development environment that makes it easy for developers to ship real engineering work with the help of AI agents. By adopting AWS Kiro, the Company enables its teams to use AI agents to assist with code development tasks, improving development efficiency and lowering the barrier to building and modernizing internal systems.

The Company has invested significantly in AI-enabled development workflows using AWS to enhance efficiency, scalability, and operational resilience. Through the integration of structured processes and AI-assisted tools, the Company has achieved meaningful improvements in cross-team coordination, execution speed, and consistency across technology operations. These advancements strengthen the Company's ability to meet growing regional demand for digital content, advertising solutions, and data services.

The Company has also extended its AI-enabled workflows across its multi-brand media portfolio, which includes The News Lens, Business Insider Taiwan, INSIDE, Roomie, iCook, Cool3C, and Sports Vision. Improvements in project cycle time, team alignment, operational transparency, and organizational agility have enhanced the execution quality across the Company's diversified business lines.

As organizations across Asia accelerate their adoption of AI technologies, the Company's adoption of AWS's Kiro provides a real-world example of how media groups can meaningfully integrate AI into core operations. As highlighted in the Company's letter to shareholders and presentation released earlier this month, the Company has committed to operational transformation, its use of next-generation AI tools, and the measurable improvements enabled through these initiatives—further supporting the Company's position as an early mover in enterprise-scale AI adoption.

"Kiro, supported by AWS, has quickly become an important part of how we operate as a modern media and data organization. This initiative demonstrates our commitment to adopting advanced technologies that enhance efficiency and support long-term growth. We look forward to continuing to expand our AI-enabled operational capabilities," said Richard Lee, the Chief Technology Officer of TNL Mediagene.

The Company remains focused on leveraging AI, automation, and data intelligence to strengthen its operational foundation, enhance competitiveness, and support sustained growth in Asia's rapidly evolving digital economy. The Company's adoption of AWS's services reflects a long-term vision of innovation across its media, advertising, data, and product businesses while building a scalable foundation for the future.

In parallel with its AI-enabled transformation, the Company has continued to broaden its business portfolio, including expansion into its self-developed product offerings. iGood Price-Drop Radar is a self-developed product initiative developed as part of the Company's product expansion efforts. The app-based price drop notification system built by subsidiary iGood using Agile methodology, represents the Company's first self-developed LINE tool and demonstrates the Company's ability to create consumer-facing utilities that integrate naturally into everyday digital behavior in Taiwan.

About TNL Mediagene

Headquartered in Tokyo, TNL Mediagene was formed in May 2023 through the merger of Taiwan's The News Lens Co. and Japan's Mediagene Inc., two of the region's leading independent digital media groups. The company's operations span original and licensed media brands in Japanese, Chinese, and English, covering topics such as news, business, technology, science, food, sports, and lifestyle. It also offers AI-driven advertising services, marketing technology platforms, e-commerce, and innovative solutions tailored to the needs of advertising agencies. Known for its political neutrality, appeal to younger audiences, and high-quality content, TNL Mediagene has approximately 480 employees across Asia, with offices in Japan and Taiwan.

https://www.tnlmediagene.com/

Cautionary Statement Regarding Forward-Looking Statements 

This press release contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, that are based on beliefs and assumptions and on information currently available to TNL Mediagene. Forward-looking statements generally relate to future events or TNL Mediagene's future financial or operating performance. In some cases, you can identify forward-looking statements by the following words: "may," "will," "could," "would," "should," "expect," "intend," "plan," "anticipate," "believe," "estimate," "predict," "project," "potential," "continue," "ongoing," "target," "aim," "seek" or the negative or plural of these words, or other similar expressions that are predictions or indicate future events or prospects, although not all forward-looking statements contain these words. Forward-looking statements in this communication include, but are not limited to, statements about TNL Mediagene's future business plan and growth strategies and statements by TNL Mediagene's management. Any statements that refer to expectations, projections or other characterizations of future events or circumstances, including strategies or plans, are also forward-looking statements. These statements involve risks, uncertainties and other factors that may cause actual results, levels of activity, performance or achievements to be materially different from those expressed or implied by these forward-looking statements. Forward-looking statements in this communication or elsewhere speak only as of the date made. New uncertainties and risks arise from time to time, and it is impossible for TNL Mediagene to predict these events or how they may affect TNL Mediagene. In addition, risks and uncertainties are described in TNL Mediagene's filings with the Securities and Exchange Commission, including the risks and uncertainties set forth under the heading "Risk Factors" in TNL Mediagene's Annual Report on Form 20-F filed on April 30, 2025, as may be supplemented or amended by the TNL Mediagene's Reports of a Foreign Private Issuer on Form 6-K.  These filings may identify and address other important risks and uncertainties that could cause actual events and results to differ materially from those contained in the forward-looking statements. TNL Mediagene cannot assure you that the forward-looking statements in this communication will prove to be accurate. There may be additional risks that TNL Mediagene presently does not know or that TNL Mediagene currently does not believe are immaterial that could also cause actual results to differ from those contained in the forward-looking statements. In light of the significant uncertainties in these forward-looking statements, you should not regard these statements as a representation or warranty by TNL Mediagene, its directors, officers or employees or any other person. Except as required by applicable law, TNL Mediagene does not have any duty to, and does not intend to, update or revise the forward-looking statements in this communication or elsewhere after the date of this communication. You should, therefore, not rely on these forward-looking statements as representing the views of TNL Mediagene as of any date subsequent to the date of this communication.

 

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SOURCE TNL Mediagene

FAQ

What did TNL Mediagene (TNMG) announce about AWS Kiro on February 24, 2026?

TNL Mediagene announced it is adopting AWS Kiro to deploy AI agents that assist code development tasks. According to the company, this initiative aims to improve development efficiency, speed project execution, and lower barriers to modernizing internal systems across its brands.

How will TNMG's use of AWS Kiro affect its development efficiency and operations?

The company says AWS Kiro has produced measurable improvements in workflow efficiency and execution speed. According to the company, AI-assisted workflows have enhanced cross-team coordination, operational transparency, and agility across its technology and product teams.

Which TNL Mediagene brands benefit from the AI-enabled workflows announced by TNMG?

TNL Mediagene extended AI-enabled workflows across its multi-brand portfolio, including The News Lens and Business Insider Taiwan. According to the company, brands such as INSIDE, iCook, Cool3C, Roomie, and Sports Vision also experienced improved project cycle time and alignment.

What is iGood's Price-Drop Radar and how does it tie to TNMG's AI strategy?

iGood's Price-Drop Radar is a LINE-integrated app notifying users of price drops, developed using Agile methods. According to the company, it illustrates TNMG's product expansion and practical application of modern development practices alongside AI-enabled infrastructure.

Does the TNMG announcement indicate broader regional implications for AI adoption in media?

TNL Mediagene positions its AWS Kiro adoption as a regional example of enterprise AI integration in media operations. According to the company, the initiative shows how media groups in Asia can practically integrate AI into core operational workflows.