TRI

Thomson Reuters Corporation

Next est. report 2026-11-03 · BMO

Alt & Market Data '24: Market DataBusiness Services '26: AI Governance, Trust & Compliance Data Owners '25: Legal, Regulatory & IP InformationFiscal Spend Short '25: ESG SoftwareSoftware '26: Legal Tech

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Overview

Thomson Reuters (TRI) provides essential information and AI-powered software to legal, corporate, and tax professionals globally. Its "Big 3" segments (Legal, C

Thomson Reuters (TRI) provides essential information and AI-powered software to legal, corporate, and tax professionals globally. Its "Big 3" segments (Legal, Corporates, Tax & Accounting) will contribute 87% of revenue after divesting a majority stake in Global Print. They serve law firms, governments, and corporations with solutions like Westlaw and CoCounsel, leveraging proprietary content and AI.

Search Keywords Brand Product

Westlaw
CoCounsel
ONESOURCE
Pagero
Thomson LLM
Westlaw Advantage
Practical Law
SafeSend
CLEAR
ProView
Domínio
Ready to Review
Ready to Advise
Cloud Audit Suite
Legal Tech
AI solutions
Fiduciary-Grade AI
Tax & Accounting Software
Regulatory Compliance
News Agency
Large Language Model
Professional Information Services
Legal Research
Workflow Solutions
GenAI-enabled products

Search Keywords Event Phrases

Q2 2026 Earnings
Global Print Joint Venture
CoCounsel Legal Beta Completion

Search Keywords Policy Regulatory

Data Privacy
IP Protection
Regulatory Approvals

What They Do (Plain English & Analogies): Thomson Reuters is like a super-smart assistant for professionals, especially lawyers, accountants, and corporate compliance teams. Imagine a lawyer needing to find a specific law or precedent for a case; instead of sifting through countless books or unreliable websites, they use Thomson Reuters' platforms. These platforms provide highly accurate, up-to-date legal documents, expert analysis, and smart software tools that help them conduct research, draft documents, and manage their work more efficiently. Similarly, for accountants preparing tax returns or businesses ensuring they follow complex regulations, Thomson Reuters provides the essential information and software to perform these critical tasks correctly. They are increasingly focusing on 'fiduciary-grade AI' solutions, which means their AI tools are designed to be extremely accurate, verifiable, and trustworthy, crucial for professions where mistakes can have serious consequences. They also run Reuters News, a global news agency that supplies news and information to media organizations and other professionals worldwide.
Very Brief History: Founded in 1851, the company was originally known as The Thomson Corporation. It underwent a significant transformation in April 2008 when it acquired Reuters Group PLC, subsequently rebranding as Thomson Reuters Corporation. Headquartered in Toronto, Canada, it functions as a subsidiary of The Woodbridge Company Limited and has evolved into a leading global provider of essential business information services across various professional sectors.
"Street Stereotype": Thomson Reuters is generally perceived as a 'picks-and-shovels' supplier to lawyers, tax professionals, and compliance teams. Its business model is considered sticky due to its reliance on subscriptions and multi-year contracts, with a strong focus on integrating AI into its flagship products. The market is currently evaluating whether AI will serve as a significant driver for pricing power and seat expansion (the bull case) or if increasing competition and macroeconomic factors will temper this momentum and limit profit margins (the bear case). In the near term, management's commitment to consistent organic growth, capital returns, and a solid balance sheet provides a foundation for investor confidence.
Subsidiaries On Linked In*: Legal Professionals — A primary division of Thomson Reuters, not a separate legal subsidiary with its own LinkedIn page, but a distinct business unit.; LinkedIn: Thomson Reuters Legal Professionals
Corporates — A primary division of Thomson Reuters, not a separate legal subsidiary with its own LinkedIn page, but a distinct business unit.; LinkedIn: Thomson Reuters Corporates
Tax & Accounting Professionals — A primary division of Thomson Reuters, not a separate legal subsidiary with its own LinkedIn page, but a distinct business unit.; LinkedIn: Thomson Reuters Tax & Accounting Professionals
Reuters News — A primary division of Thomson Reuters, operating as a global news agency. Reuters has a strong independent brand presence.; LinkedIn: Reuters
Global Print — A primary division of Thomson Reuters. As of July 2026, Thomson Reuters signed an agreement with KKR to form a joint venture to operate this business, selling a 51% stake. It will be deconsolidated and treated as an equity method investment post-closing.; LinkedIn: Thomson Reuters Global Print
Customer Sectors & Example Clients: Thomson Reuters serves a diverse range of professional sectors, including legal professionals (such as law firms and governmental bodies), corporate professionals (for corporate legal, tax, regulatory, compliance, and IT needs), tax, accounting, and audit specialists (primarily within accounting firms), and media organizations. Through Reuters News, it also serves the general public. Example clients (educated guesses based on industry and business model) include: * **Legal Professionals**: Large international law firms (e.g., Baker McKenzie, DLA Piper), government legal departments (e.g., U.S. Department of Justice). * **Corporates**: Multinational corporations across various industries (e.g., Fortune 500 companies) for their in-house legal, tax, and compliance departments. * **Tax & Accounting Professionals**: Big Four accounting firms (e.g., Deloitte, PwC), regional and local accounting firms. * **Reuters News**: Other media organizations (e.g., BBC, CNN), financial institutions (e.g., Bloomberg, Refinitiv, LSEG).
New Customers / Segments They'Re Targeting: Thomson Reuters is targeting an expanded role in advanced lawyering tasks, moving beyond traditional research into areas like drafting and brief building, driven by their agentic AI solutions. They are also actively pursuing mid-to-down market opportunities for their AI products, such as CoCounsel, which is being adopted by litigators and transaction attorneys. A significant new target is meeting the demand for 'sovereign AI' within the legal, tax, accounting, and audit communities. These sophisticated customers prefer advanced AI models operating within their own environments, retaining control over their IP and data, especially where compliance concerns are acute.
Supply Chain And Sourcing Geographies: Thomson Reuters primarily operates as a software, information services, and content provider, meaning its 'supply chain' is largely intellectual and digital. The company sources vast amounts of legal, tax, regulatory, and news content globally, including public records, statutes, case law, and news from its worldwide network of Reuters journalists. A significant aspect of its sourcing involves human expertise, with approximately 2,600 subject matter experts globally who contribute to content creation, AI training, and validation. For its AI innovation, the company acquired Safe Sign Technologies in mid-2024, a startup developing legal-specific large language models. Teams from Safe Sign and TR Labs have continued this development, leveraging TR content and expertise. R&D hubs are indicated in the UK and US (Cambridge, Harvard, and Imperial College). As a technology company, it relies on cloud computing infrastructure, which involves data centers globally, though specific providers or geographic locations are not detailed. For its Global Print segment, the supply chain would involve traditional printing materials and distribution, but specific sourcing geographies are not disclosed.
Sales Geographies And Expansion Plans: Thomson Reuters currently sells its products and services across the globe, with operations spanning the Americas, Europe, the Middle East, Africa, and the Asia Pacific region. Specific sales mentions in the Q2 2026 transcript include strong growth for CoCounsel in both U.S. and international markets, the Latin American business (including Domínio in Brazil) as a key driver for Tax, Audit & Accounting, and sales of CoCounsel to legal professionals in Canada, Australia, and the U.K. Pagero has continued its geographic coverage expansion with the addition of 5 more countries, including France, Poland, and Belgium. Management has indicated plans for further geographic expansion, particularly for its AI-driven offerings, with the next-generation CoCounsel Legal expected for broader launch in the U.S. and 'beyond' by the end of August 2026.
How Key Themes May Help/Hurt: The buildout of 'Legal, Regulatory & IP Information' themes significantly benefits Thomson Reuters. As a 'Data Owner' in this space, their extensive proprietary content (Westlaw, Practical Law, Checkpoint, Reuters) is a critical asset for training and grounding their AI models, particularly their proprietary Thomson LLM. This authoritative content is essential for delivering 'fiduciary-grade AI' solutions, which are deterministic and verifiable, crucial for high-stakes professions like law, tax, and audit where accuracy and compliance are paramount. The increasing complexity of legal, regulatory, and IP landscapes drives demand for their specialized information services and AI-powered workflow tools. Their commitment to data privacy and governance also aligns with the need for secure handling of sensitive client information, a key concern for fiduciaries. This theme helps them expand their Total Addressable Market (TAM) as professional firms increase technology spending to leverage AI for efficiency and compliance. Conversely, failure to continuously update and integrate new regulatory information or to maintain the trust and accuracy of their AI solutions could hurt their competitive position and reputation in these critical fields.

3 Main Long-Term Bull Details

Accelerated AI-Driven Growth and Expanding TAM: Thomson Reuters is experiencing significant organic revenue growth, particularly in its 'Big 3' segments, fueled by strong adoption of AI-enabled products like Westlaw Advantage and CoCounsel. Management believes AI is expanding the Total Addressable Market (TAM) as professional services firms increase their technology spending, a trend Thomson Reuters is uniquely positioned to capture with its 'fiduciary-grade AI' and proprietary 'Thomson' LLM.
Unrivaled Proprietary Content and Domain Expertise: The company possesses a deep and difficult-to-replicate moat built on decades of curating unique, authoritative content repositories (e.g., Westlaw, Practical Law, Checkpoint, CLEAR) and leveraging a large team of subject matter experts (approximately 2,600). This combination provides an essential 'source of truth' for grounding and validating AI outputs in high-stakes professional fields, offering a critical differentiation against general-purpose AI models.
Robust Capital Capacity and Shareholder Value Creation: Thomson Reuters maintains substantial capital capacity, estimated at approximately $9 billion through 2028, providing significant flexibility for strategic inorganic growth opportunities. This is complemented by a balanced capital allocation strategy that consistently returns value to shareholders through annual dividend increases and significant share repurchases, underscoring confidence in future cash flow generation.

3 Main Long-Term Bear Details

Slower-Than-Anticipated AI Monetization and Adoption: Despite strong product capabilities, the adoption of AI tools by firms is currently 'ahead of the change management within the firms.' This suggests that the full integration of AI into daily professional workflows and the realization of its complete monetization potential may occur more slowly than expected, potentially leading to a lag in revenue acceleration.
Persistent Margin Pressure from AI Investment and Costs: Thomson Reuters faces ongoing pressure on its profit margins due to substantial investments in AI innovation, including increasing Large Language Model (LLM) costs and cloud infrastructure expenses. While LLM costs are currently considered relatively small, the continuous need for heavy R&D and operational expenditure to maintain a competitive edge in the rapidly evolving AI landscape could temper margin expansion, especially if new revenue streams do not scale proportionally.
Intensifying Competitive Landscape: The market for legal and professional AI tools is becoming increasingly competitive, with strong players like RELX (Lexis+ AI) and Wolters Kluwer, alongside innovative AI-focused startups. Despite Thomson Reuters' emphasis on its unique differentiation, the rapid pace of AI development could lead to erosion of its market position, increased pricing pressure, or disruption from new entrants, potentially impacting market share and profitability over the long term.

Competitors And Differentiation: Thomson Reuters operates in a competitive landscape with players like RELX (LexisNexis Legal & Professional) and Wolters Kluwer, as well as various AI-focused startups. Thomson Reuters differentiates itself through its 'fiduciary-grade AI' grounded in authoritative content, deep domain expertise, and accountability. Their CoCounsel Legal product is highlighted as highly differentiated due to its native access to their extensive content (Westlaw, Practical Law) and expertise (2,600+ attorney editors and practice experts). The proprietary Thomson large language model (LLM) further strengthens their position by delivering best-in-class performance at a meaningfully lower cost and reduced latency compared to third-party models. This model also provides the capability to offer 'sovereign AI' solutions, allowing sophisticated customers to run advanced AI models within their own environments, retaining control over their IP and data, which is a critical differentiator for fiduciaries concerned with compliance and data privacy.
Recent Performance & What The Market'S Focused On: Thomson Reuters delivered a strong start to 2026, with Q2 organic revenues rising 8% and the 'Big 3' segments accelerating to 10% organic growth, exceeding prior expectations. Legal Professionals and Corporates both accelerated to 10% organic growth. The company raised its full-year 2026 outlook for total and organic revenue growth to approximately 8% (high end of prior 7.5%-8% range) and for the Big 3 to 9.5%-10%. Adjusted EBITDA increased 10% to $745 million, with a margin of 38.1%. Free cash flow was up 29% to $727 million. Key market focus areas include the continued acceleration of AI adoption, with GenAI-enabled ACV reaching 32% (up from 30% last quarter), the successful completion of the CoCounsel Legal beta and its broader launch, and the development of their proprietary Thomson LLM. The market is also tracking the financial impact and strategic implications of the definitive agreement with KKR to form a joint venture for the Global Print business. Management's ability to achieve the full-year adjusted EBITDA margin outlook of approximately 40% amidst ongoing AI investments and expected Q3 margin moderation is also a focus.

Revenue Segments And Estimated Mix: Big 3 Segments (Legal Professionals, Corporates, Tax & Accounting Professionals) — Mix: ~87% collectively (post Global Print JV); Source: Q2 2026 transcript; Trend: Accelerated to 10% organic growth in Q2 2026, up from 9% in recent quarters. Expected to grow 9.5%-10% organically for full year 2026. Would contribute 87% of revenue post Global Print transaction, up from 81% in 2023.
Legal Professionals — Mix: Largest segment within Big 3; Source: Q2 2026 transcript; Trend: Organic revenue accelerated to 10% in Q2 2026, up from 9% last quarter. Legal (excluding government) continued to grow at 11%.
Corporates — Mix: n/m; Source: Q2 2026 transcript; Trend: Organic revenue accelerated sequentially to 10% in Q2 2026, up from 9% last quarter.
Tax, Audit & Accounting Professionals — Mix: n/m; Source: Q2 2026 transcript; Trend: Organic revenues grew 8% in Q2 2026, impacted by transactional growth falling short of expectations due to timing and go-to-market execution challenges. Expected to accelerate in the second half.
Reuters News — Mix: Remaining portion after Big 3; Source: Q2 2026 transcript; Trend: Organic revenues rose 4% in Q2 2026.
Global Print — Mix: Smallest segment, to be deconsolidated; Source: Q2 2026 transcript; Trend: Organic revenues declined 3% year-on-year in Q2 2026. Post-transaction, a royalty from the joint venture will be reported in a new revenue line.
Royalty from Global Print Joint Venture — Mix: New revenue line, n/m; Source: Q2 2026 transcript; Trend: Will be reported within a new revenue line in segment reporting after the Global Print transaction closes.
Product Brands: Westlaw
CoCounsel
Pagero
SafeSend
SurePrep
Westlaw Advantage
Thomson (LLM)
Practical Law
Checkpoint
CLEAR
Dominio
Ready to Review
Ready to Advise
UltraTax
Confirmation
ONESOURCE
CoCounsel Legal
CoCounsel for tax and audit
The CoCo
ProView
Tabular Analysis
Indirect Tax
Cloud Audit Suite

Bull / Bear Details

Thomson Reuters, a 'picks-and-shovels' provider, leverages its sticky subscription model and 'fiduciary-grade AI' across Legal, Corporate, and Tax segments. Str

Thesis

Thomson Reuters, a 'picks-and-shovels' provider, leverages its sticky subscription model and 'fiduciary-grade AI' across Legal, Corporate, and Tax segments. Strong Q2 organic growth, raised 2026 guidance, and the successful development of its proprietary Thomson LLM position it for accelerated TAM expansion. The debate centers on the pace of AI monetization against competitive pressures and near-term margin investments, though recent results and strategic moves lean bullish. (2026-08-13)

Bull case

Thomson Reuters delivered a strong Q2 2026, with total organic revenue growth of 8% and its Big 3 segments accelerating to 10% organic growth. This strong performance led to a raised full-year 2026 outlook for total organic revenue to approximately 8% and for Big 3 organic revenue to 9.5% to 10%, demonstrating robust underlying business momentum.
The company's proprietary Thomson Large Language Model (LLM) has achieved best-in-class performance on par with leading frontier models, offering meaningfully lower costs and reduced latency. This provides strategic optionality, including powering CoCounsel Legal features and meeting increasing customer demand for 'sovereign AI' solutions, enhancing its competitive moat and future monetization potential.
Thomson Reuters is strategically sharpening its portfolio focus on content-powered AI solutions through the definitive agreement to form a joint venture for its Global Print business. This transaction, expected to close in Q4, will be modestly accretive to organic revenue growth and, combined with substantial capital capacity, supports continued innovation and shareholder value creation.

Bear case

Despite strong product offerings and increasing GenAI-enabled ACV, the pace of AI monetization may be slower than anticipated due to the significant change management required within professional firms. Management acknowledges that AI tools are currently 'ahead of the change management within the firms,' potentially delaying widespread adoption and full revenue realization.
The Tax, Audit & Accounting (TAAP) segment experienced Q2 transactional growth that fell short of expectations due to go-to-market execution challenges and messaging confusion regarding its future product vision. While management has made leadership changes and expects H2 acceleration, this highlights potential near-term execution risks in a key growth segment.
Near-term margin expansion faces pressure from increased investments in AI innovation and modest M&A dilution, particularly evident in the Q3 2026 adjusted EBITDA margin outlook of approximately 36%. While full-year margins are reaffirmed, achieving the 40% target relies heavily on significant Q4 expansion from automation savings and operating leverage.

Bull / Bear Case

Bear Case: Despite strong product offerings, the pace of AI monetization may be slower than anticipated due to significant change management required within professional firms, potentially delaying widespread adoption and full revenue realization. The Tax, Audit & Accounting (TAAP) segment experienced Q2 transactional growth below expectations, attributed to go-to-market execution challenges and messaging confusion regarding its future product vision, highlighting near-term operational risks. Furthermore, near-term margin expansion faces pressure from increased investments in AI innovation and modest M&A dilution, with the Q3 2026 adjusted EBITDA margin outlook at approximately 36%. Achieving the full-year 40% margin target relies heavily on significant Q4 expansion from automation savings and operating leverage, which presents an execution risk. The initial post-earnings stock underperformance suggests market skepticism regarding these near-term challenges.
Bull Case: Thomson Reuters is demonstrating robust underlying business momentum, with Q2 2026 total organic revenue growth of 8% and its core 'Big 3' segments accelerating to 10% organic growth, leading to a raised full-year outlook. The company's proprietary Thomson Large Language Model (LLM) has achieved best-in-class performance at lower costs and reduced latency, offering strategic optionality for CoCounsel Legal and meeting demand for 'sovereign AI' solutions. This, coupled with the strategic divestiture of a majority stake in Global Print, sharpens the portfolio focus on content-powered AI, which is expected to be accretive to organic revenue growth. With approximately $9 billion in estimated capital capacity through 2028, Thomson Reuters is well-positioned for continued innovation, inorganic growth, and shareholder value creation, as evidenced by strong CoCounsel adoption and positive analyst sentiment.
More Compelling & Why: Bull. Despite initial post-earnings volatility and near-term margin pressures, the underlying business strength and strategic positioning are compelling. The company's Free Cash Flow (FCF) Yield of 5.23% is significantly above its 10-year median of 2.65%, suggesting strong cash generation and potential undervaluation. The accelerating organic revenue growth in the 'Big 3' segments, driven by AI-enabled solutions and the proprietary Thomson LLM, provides a strong foundation for sustained long-term growth. My view would flip if the 'Big 3' organic revenue growth consistently decelerates below the 9.5-10% outlook, or if the projected Q4 margin expansion fails to materialize, indicating persistent execution issues or a slower return on AI investments.

Key Factors5 rows

Key Factor	Why It Matters	What To Watch	What It Signals	Where/How To Track	Free Alt Data	Paid Alt Data
GenAI-enabled ACV Growth and CoCounsel Legal Next Broader Launch	This indicates the pace of adoption and monetization of Thomson Reuters' AI strategy, crucial for future revenue growth and market leadership in professional AI solutions.	Monitor GenAI-enabled ACV percentage in Q3 and Q4 2026. Watch for the announcement of the broader launch of CoCounsel Legal Next by the end of August 2026, and subsequent commentary on initial customer adoption, user numbers, and usage growth.	Bullish if GenAI-enabled ACV continues to increase by 2-3 percentage points or more quarter-over-quarter (e.g., exceeding 32% in Q2 2026). Bullish if the broader launch of CoCounsel Legal Next occurs as planned by the end of August 2026 with strong early adoption metrics. Bearish if GenAI-enabled ACV growth slows significantly or declines, or if the broader launch of CoCounsel Legal Next is delayed or initial adoption is slower than anticipated.	Company earnings calls (Q3 2026, Q4 2026), investor presentations, company press releases.	Google Trends: 'CoCounsel Legal' search volume. Industry news and legal tech blogs for adoption stories.	Thinknum: CoCounsel Legal job postings (indicating hiring for support/sales). Similarweb: Web traffic to CoCounsel product pages.
Integration and Commercialization of Proprietary Thomson LLM	The Thomson LLM offers significant cost and speed advantages, provides strategic optionality, and addresses the growing demand for 'sovereign AI' solutions among sophisticated customers concerned with IP and data privacy.	Observe the successful powering of Tabular Analysis in CoCounsel Legal with Thomson LLM later in August 2026. Monitor for announcements regarding further porting of CoCounsel capabilities to Thomson LLM and updates on initial commercialization opportunities with large, sophisticated customers for sovereign AI environments.	Bullish if Tabular Analysis integration is successful and leads to further announced integrations. Bullish if concrete agreements or pilot programs for sovereign AI solutions with major law firms are disclosed. Bearish if there are delays in Thomson LLM integration or a lack of progress in commercializing sovereign AI opportunities.	Company earnings calls (Q3 2026, Q4 2026), investor presentations, company blog posts (e.g., Joel Hron's blog).	Tech blogs and AI industry news for mentions of Thomson Reuters' LLM advancements or sovereign AI solutions.	Gartner/Forrester reports: Legal AI market trends, enterprise LLM adoption.
Adjusted EBITDA Margin Performance (Q3 and Q4 Outlook)	This reflects the company's ability to manage costs and realize efficiency gains from automation and severance, crucial for achieving full-year profitability targets amidst AI investments.	Monitor Q3 2026 Adjusted EBITDA margin (guidance is approximately 36%). Watch for commentary on the realization of $19 million severance expense in Q3 and $40 million automation savings expected in Q4. Observe Q4 2026 Adjusted EBITDA margin (implied low 40s to reach 40% full year).	Bullish if Q3 Adjusted EBITDA margin meets or exceeds 36% and management reaffirms confidence in achieving the full-year 40% target with clear evidence of automation savings and severance benefits. Bearish if Q3 margin misses 36% or if there are signs of increased cost pressures (LLM, M&A dilution) impacting the H2 outlook, making the full-year 40% target challenging.	Company earnings calls (Q3 2026, Q4 2026), investor presentations.
Tax, Audit & Accounting (TAAP) Segment Revenue Growth Acceleration in H2 2026	This segment experienced Q2 transactional growth rate shortfalls due to execution challenges. H2 acceleration is crucial to meet full-year expectations and demonstrate an effective go-to-market strategy for AI-driven offerings.	Monitor TAAP organic revenue growth rate in Q3 and Q4 2026. Look for commentary on the impact of talent additions and leadership changes, and progress on new AI-driven offerings in the U.S. and product line extension at Domínio in Brazil.	Bullish if TAAP organic revenue growth accelerates in H2 2026, meeting or exceeding expectations, driven by improved execution and new offerings. Bearish if TAAP growth remains subdued or decelerates further, indicating persistent go-to-market challenges despite management changes.	Company earnings calls (Q3 2026, Q4 2026), investor presentations.	Industry reports on tax and accounting software market trends, news on CPA talent shortages.	IDC/Gartner reports: Market share and growth in tax and accounting software.
Completion of Global Print Joint Venture with KKR	This transaction sharpens Thomson Reuters' focus on content-powered AI solutions, improves growth prospects by being accretive to organic revenue, and enhances revenue mix quality.	Monitor for the announcement of the transaction closing in Q4 2026. Confirm approximately $500 million cash proceeds and any updates on regulatory approvals and customary closing conditions.	Bullish if the transaction closes as planned in Q4 2026, confirming the expected proceeds and the 60-70 basis points accretion to organic revenue growth. Bearish if the transaction closing is delayed beyond Q4 2026 or faces unexpected regulatory hurdles, impacting the anticipated portfolio evolution and financial benefits.	Company press releases, SEC filings (Form 8-K, 10-Q), Q3 2026 and Q4 2026 earnings calls.	Industry news on M&A and joint ventures in the publishing/information services sector.	Dealogic: M&A transaction tracking.

Key Reported Metrics, Reratings Triggers & Results3 rows

As the largest and fastest-growing segment, its sustained double-digit growth, driven by Westlaw and CoCounsel, is a key indicator of successful AI monetization

Upcoming print · 2026-11-03

Key reported metrics
Metric	Last period	Why it matters
Legal Professionals Organic Revenue Growth	10%	As the largest and fastest-growing segment, its sustained double-digit growth, driven by Westlaw and CoCounsel, is a key indicator of successful AI monetization and market share gains in a critical professional market.
Total Company Organic Revenue Growth	8%	This is the primary top-line growth indicator for the entire company, reflecting overall market demand and the effectiveness of its combined strategies, including AI adoption and strategic portfolio evolution.
Big 3 Segment Organic Revenue Growth	10%	This metric is crucial as it represents the core business performance and the success of AI adoption in Thomson Reuters' most critical segments, directly impacting the overall growth thesis and investor confidence.

Key Questions

Will the accelerating adoption and successful broader launch of CoCounsel Legal Next, powered by the proprietary Thomson LLM, continue to drive double-digit org

Will the accelerating adoption and successful broader launch of CoCounsel Legal Next, powered by the proprietary Thomson LLM, continue to drive double-digit organic revenue growth in Legal Professionals and expand the overall TAM, or will the pace of change management within customer firms and competitive pressures limit the full monetization potential in the near term?

Question 2: Can Thomson Reuters achieve its implied significant Q4 Adjusted EBITDA margin expansion (low 40s) to meet the full-year 40% target, given the expected Q3 margin moderation due to investments and severance, and will the anticipated automation savings and moderating M&A dilution materialize as planned?
Question 3: Beyond AI adoption, will the strategic portfolio evolution, particularly the successful closing of the Global Print joint venture and its anticipated accretion to organic revenue growth, combined with effective resolution of go-to-market execution challenges in the Tax, Audit & Accounting segment, further enhance Thomson Reuters' growth profile and capital allocation flexibility?

Earnings Transcript Summary2 rows

2026-08-05 · 2026Q2 Earnings Call

3 Things Management Is Most Focused On	Call Takeaway & Tone	Prior Quarter'S Y/Y Growth By Segment	3 Things Analysts Most Pressed On (And Mgmt Responses)	Revenue Segments
3 Things Management Is Most Focused On1. Accelerating innovation and AI-enabled solutions: Management highlighted significant investments in AI, the successful beta completion and upcoming broader launch of the next-generation CoCounsel Legal, the introduction of AI features into ONESOURCE, and the development of their proprietary large language model, Thomson, emphasizing its best-in-class performance, cost advantages, and potential for sovereign AI solutions. 2. Strategic portfolio evolution: A key focus was the definitive agreement to form a joint venture for the Global Print business, selling a 51% stake for approximately $500 million. This transaction is intended to sharpen the company's focus on content-powered AI solutions, improve growth prospects, and enhance the quality of its revenue mix. 3. Disciplined capital allocation and shareholder value creation: Management discussed the completion of a $605 million return of capital and a $600 million share repurchase program, which collectively reduced the share count by approximately 3%. They reiterated a commitment to a balanced capital allocation approach and assessing inorganic opportunities with approximately $9 billion of estimated capital capacity through 2028.	Call Takeaway & ToneThe overall takeaway of the call was highly positive, indicating a strong second quarter for Thomson Reuters with revenue growth ahead of prior expectations and an acceleration in its core 'Big 3' segments. The company raised its full-year revenue outlook, demonstrating confidence in its strategic direction and the commercial momentum of its AI-enabled offerings. Management emphasized continued heavy investment in innovation, particularly around CoCounsel and the proprietary Thomson LLM, and highlighted the strategic portfolio evolution through the Global Print joint venture. The tone was optimistic and confident, underscoring the company's strong execution, disciplined capital allocation, and a clear vision for leveraging content-powered AI to drive future growth and efficiency.	Prior Quarter'S Y/Y Growth By SegmentIn Q1 2026, total company organic revenue growth was 8%. The Big 3 segments grew 9% organically. Legal Professionals organic revenue grew 9%. Corporates organic revenue grew 9%. Tax, Audit & Accounting Professionals organic revenue grew 10%. Reuters organic revenue grew 6%. Global Print organic revenues declined 5%. Organic recurring revenue grew 8% and transactional revenue grew 10%.	3 Things Analysts Most Pressed On (And Mgmt Responses)1. CoCounsel performance and Thomson LLM integration: Analysts inquired about CoCounsel's growth rate, size, and how the Thomson LLM would be beneficial and interconnected. Management responded by noting healthy growth in CoCounsel users and usage, strong feedback on the rebuilt agentic CoCounsel Legal beta, and plans to port capabilities like Tabular Analysis to the Thomson model for reduced latency, greater speed, more scalability, and a cost advantage, while also exploring sovereign AI solutions for sophisticated customers. 2. Margin outlook for Q3 and Q4: Analysts questioned the expected Q3 margin decline (36% vs. 37.7% prior year) and the implied significant acceleration needed in Q4 to meet the full-year guidance of approximately 40%. Management attributed the Q3 outlook to continued investments in automation and innovation, severance expenses ($19 million), and modest M&A dilution. They expressed confidence in the full-year margin, anticipating strong year-over-year margin expansion in Q4 driven by severance action impacts, growing automation savings ($40 million expected in Q4), moderating M&A dilution, and underlying leverage from strong revenue growth. 3. Drivers of Big 3 organic revenue growth and transactional revenue: Analysts sought to understand the key drivers behind the accelerated Big 3 organic growth and the meaning of 'repeat transactional revenue'. Management highlighted Corporates' standout transactional revenue growth (24%), driven by Pagero and global expansion, and Legal Professionals' scale growth (10% organic), driven by Westlaw and CoCounsel. They clarified that 'repeat transactional revenue' refers to recurring, volume-based revenue in some tax products, for which they have good visibility.	Revenue SegmentsTotal company organic revenues rose 8%. The Big 3 segments accelerated to 10% organic growth. Legal Professionals organic revenue accelerated to 10%. Corporates organic revenue accelerated to 10%. Tax, Audit & Accounting organic revenues grew 8%. Reuters organic revenues rose 4%. Global Print organic revenues declined 3%. Organic recurring revenue grew 9% and transactional revenue grew 11%.

2026-05-05 · 2026Q1 Earnings Call

3 Things Management Is Most Focused On	Call Takeaway & Tone	Prior Quarter'S Y/Y Growth By Segment	3 Things Analysts Most Pressed On (And Mgmt Responses)	Revenue Segments
3 Things Management Is Most Focused On1. Innovation and AI-enabled offerings: Management is heavily investing in innovation and delivering robust product roadmaps, particularly for AI-enabled offerings like CoCounsel, Westlaw Advantage, and their proprietary legal LLM, Thomson. They highlighted strong adoption trends and the development of 'fiduciary-grade AI'. 2. Capital allocation and shareholder value: Thomson Reuters is focused on deploying its capital capacity and liquidity to create shareholder value, evidenced by a 10% annual dividend increase, $262 million in share repurchases in Q1, and the completion of a $605 million return of capital and share consolidation. They are also assessing inorganic opportunities. 3. Delivering 'fiduciary-grade AI': Management emphasized their unique position to provide 'fiduciary-grade AI' solutions, which are deterministic and verifiable, crucial for law, tax, and audit professions. This is underpinned by their proprietary authoritative content, deep domain expertise, commitment to data privacy and governance, and robust customer support infrastructure.	Call Takeaway & ToneThe overall takeaway of the call was positive, highlighting a strong start to 2026 with revenue growth ahead of expectations and reaffirming full-year guidance. Management expressed confidence in their AI strategy, particularly the development and adoption of 'fiduciary-grade AI' solutions like Westlaw Advantage and the upcoming CoCounsel Legal Next. The tone was optimistic, emphasizing continued investment in innovation, disciplined capital allocation, and strong customer retention, despite acknowledging a competitive landscape and the ongoing need for change management within customer firms. The impending CFO transition was also handled smoothly, with a positive introduction for the incoming CFO.	Prior Quarter'S Y/Y Growth By SegmentIn Q4 2025, total company organic revenue growth was 7%. The Big 3 segments grew 9% organically. Legal Professionals organic revenue grew 9%. Corporates organic revenue grew 9%. Tax, Audit & Accounting Professionals organic revenue grew 11%. Reuters organic revenue grew 5%. Global Print revenue declined 6%.	3 Things Analysts Most Pressed On (And Mgmt Responses)1. Thomson LLM and TAM expansion: Analysts inquired about the integration of the proprietary legal LLM 'Thomson' into the product roadmap and the potential for TAM expansion with fiduciary-grade AI. Management responded that Thomson provides optionality for their AI products, potentially replacing or supplementing current models, and they are very excited about TAM expansion, already seeing it with 11% organic growth in legal. 2. Revenue guidance cadence and LLM vendor relationships: Analysts asked about the cadence of revenue relative to the full-year guide and the company's vendor relationships with LLM providers like Anthropic. Management explained that Q1 was strong due to demand for Westlaw Advantage and CoCounsel, and higher transactional revenue in Corporates. Q2 is expected to moderate slightly, but they remain confident in the full-year guidance due to a strong pipeline. They clarified that their AI platforms are model-agnostic, currently using Anthropic but maintaining independence and the ability to change models. 3. Customer retention and competitive threats: Analysts pressed on any worrying trends, such as customers leaving for competitors or issues with retention. Management stated there were no new or worrying trends in customer retention, noting broad-based positive signs and an uptick in retention. They acknowledged that law firms are trialing many different tools but expressed increasing confidence in CoCounsel Next as a significant step forward due to its combination of content, expertise, data privacy, and support.	Revenue SegmentsTotal company organic revenues rose 8%. The Big 3 segments delivered 9% organic revenue growth. Legal organic revenue grew 9%. Legal, excluding government, accelerated to 11%. Corporate's organic revenue grew 9%. Tax, audit and accounting organic revenues grew 10%. Reuters' organic revenues rose 6%. Global Print organic revenues declined 5%. Organic recurring revenue grew 8% and transactional revenue grew 10%.

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2026-08-05

About Expanding Eligible Market	About Competition	About The Broader Industry	Where Things Are Headed	Updates On Theme	Broader Themes Emerging	Bullish-Leaning Quotes (Short)	Bearish-Leaning Quotes (Short)	Hiring
About Expanding Eligible MarketThomson Reuters is expanding its eligible market by introducing AI-driven capabilities into ONESOURCE, including touchless compliance and AI research for global trade. Pagero has continued its geographic coverage expansion with the addition of 5 more countries, including France, Poland, and Belgium. The company is also developing a next-generation version of CoCounsel for tax and audit. The agentic AI environment is expanding Thomson Reuters' role into drafting, brief building, and advanced litigation analytics, blurring the distinction between research and workflow software. The legal AI assistant market is considered a "white space growth opportunity" for the company.	About CompetitionThe market for AI tools is described as fluid, with law firms experimenting with multiple offerings and signing up for trials. Thomson Reuters believes its rebuilt CoCounsel Legal is highly differentiated due to its native access to proprietary content and expertise, and its fully agentic capabilities. The development of the Thomson large language model also provides the company with leverage with suppliers. Challenges in the Tax, Audit & Accounting segment were attributed to go-to-market execution and messaging confusion, rather than competitive pressures.	About The Broader IndustryFiduciary professions are actively retooling their businesses to leverage automation and AI. There is an acute talent shortage across the CPA space, which AI solutions aim to alleviate. A significant trend is the increasing demand from sophisticated customers for advanced AI models that operate within their own environments, allowing them to retain control over their intellectual property and data, a concept referred to as "sovereign AI." Law firms are increasing their technology spending, reflecting optimism about AI and a competitive necessity, with some even reallocating partner profits for tech investments.	Where Things Are HeadedThomson Reuters is raising its full year 2026 outlook for total and organic revenue growth to approximately 8%, at the high end of the prior 7.5% to 8% range. The Big 3 total and organic revenue outlooks are also raised to a range of 9.5% to 10%. Margins are still forecast to rise year-over-year to approximately 40%. The company plans to port Tabular Analysis, a bulk document review tool in CoCounsel Legal, to the Thomson model later this month, with intentions to port more capabilities in the future to gain cost and speed advantages. They also see potential for additional commercialization opportunities for the Thomson model, particularly for sovereign AI solutions. TAAP revenue growth is expected to accelerate in the second half, driven by new AI-driven offerings, a product line extension in Brazil, and revenue recognition timing changes. The company anticipates strong year-over-year margin expansion in Q4, driven by severance actions, automation savings, and moderating M&A dilution.	Updates On ThemeLegal,	Broader Themes EmergingBroader themes emerging include the rapid evolution of the AI workflow market, the ongoing challenge of change management within professional firms as they adopt new AI tools, and the increasing demand for 'sovereign AI' solutions among sophisticated customers due to concerns over data privacy, intellectual property, and compliance.	Bullish-Leaning Quotes (Short)Our strong start to 2026 continued in the second quarter, with revenue growth ahead of our prior expectations and margins in line. The Big 3 accelerating to 10% organic growth, up from 9% in recent quarters. We are raising our full year 2026 outlook for total and organic revenue growth to approximately 8% or the high end of the prior 7.5% to 8% range. Commercial momentum across our AI-enabled offerings continues to build, and our pipeline of features and offerings in development continues to grow. This best-in-class performance is delivered at a meaningfully lower cost, and in many cases, at significantly reduced latency versus third-party models. The success to date with Thomson demonstrates the value of our content, expertise and talent in this AI environment. I don't think there's a ceiling. And the reason I don't think there's a ceiling is that we're serving fiduciary professions that are retooling, but at the start of retooling their businesses to take advantage of automation and AI.	Bearish-Leaning Quotes (Short)Tax, Audit & Accounting second quarter transactional growth rate fell short of our expectations due in part to timing, but also due to go-to-market execution challenges. Government growth improved to 5% year-over-year from 1% in Q1, though we anticipate a softer growth rate in Q3 as certain transactional revenue in the quarter is not expected to recur at the same level. However, I'd say the messaging, the future vision, while it's been well received, may have caused some confusion with our customers and our sales organizations over what products they're set -- they should be buying today versus kind of where are we headed with that vision.	HiringThe company incurred $8 million of severance expense in Q2 2026 related to initiatives to "reimagine how we work." They also expect $19 million of severance expense in Q3 for these initiatives. In the Tax, Audit & Accounting segment, several talent additions and leadership changes were made to address go-to-market execution challenges. The company aims to scale up without necessarily adding headcount over time, making things more efficient through automation efforts, which are expected to generate approximately $40 million in savings in Q4.

2026-05-05

About Expanding Eligible Market	About Competition	About The Broader Industry	Where Things Are Headed	Updates On Theme	Broader Themes Emerging	Bullish-Leaning Quotes (Short)	Bearish-Leaning Quotes (Short)	Hiring
About Expanding Eligible MarketThe company sees TAM expansion as law firms replace real estate spend with increased technology spend, potentially automating significant tasks, particularly at entry levels and for research/document preparation. They expect technology spending by these firms to approximate or get within the same ZIP code as other professions in the coming years. CoCounsel is being adopted by litigators and transaction attorneys in the Midwest U.S., Canada, Australia, and the U.K., indicating broader market penetration beyond just the largest firms. There are also mid- to down-market opportunities and opportunities at the very top end for their AI products.	About CompetitionThomson Reuters believes its CoCounsel Next product is a significant step forward, combining content, expertise, data privacy, and support in ways competitors cannot match. The market is currently fragmented, with many law firms trialing various AI tools. The company acknowledges that prior versions of their legal AI in the legal realm were built on a different methodology without full access to their proprietary content, which might have contributed to the fragmented market.	About The Broader IndustryThe AI workflow market is evolving rapidly, with three tiers of solutions emerging: general-purpose productivity tools, professional-grade AI, and fiduciary-grade AI. Work in law, tax, and audit operates under strict regulatory and professional standards where errors have severe consequences, necessitating deterministic solutions. A key industry concern is data privacy and governance, as fiduciaries cannot risk training third-party platforms with confidential client information. The adoption of new AI tools is currently ahead of the change management processes within professional firms.	Where Things Are HeadedThomson Reuters is reaffirming its full-year 2026 outlook for organic growth of 7.5% to 8% and margins to rise by 100 basis points year-over-year to approximately 40%. They remain committed to a balanced capital allocation approach, assessing inorganic opportunities with over $9 billion of estimated capital capacity through 2028. The company envisions a future where CoCounsel acts as a daily companion for lawyers, assisting with all tasks from litigation research to drafting and SEC filings. Government revenue growth is expected to remain subdued near term but reaccelerate towards the end of 2026 and into 2027. CoCounsel Legal Next is expected to provide some revenue in late 2026, with a larger contribution in 2027.	Updates On ThemeAI	Broader Themes EmergingThe rapid evolution of the AI workflow market and the challenge of change management within professional firms as new AI tools are introduced are broader themes emerging across industries.	Bullish-Leaning Quotes (Short)We have had a strong start to 2026 with revenue growth ahead of our prior expectations and margins in line. Good momentum continues from many areas in our portfolio. Commercial momentum across our AI-enabled offerings continues to build, highlighted by strong adoption trends for Westlaw Advantage. Our capital capacity and liquidity remain a key asset we are focused on deploying to create shareholder value. We are confident that, that is a trend that will continue for a number of years to come.	Bearish-Leaning Quotes (Short)Everything worries me. The team here will tell you paranoid a lot of things. If I were giving this a hard grade I would say that within the legal realm, it has taken us too long to really unleash the sort of power, if you like, in the authority of our content. The tools, including ours... are ahead of the change management within the firms, right? Legal had a 1% growth in Q1. That was down from Q4.	HiringThe company's Q1 results included $12 million of severance expense related to initiatives to 'reimagine how we work,' indicating workforce adjustments. Thomson Reuters also mentions having the largest team of subject matter experts in their markets, totaling approximately 2,600 people, who play a key role in training and validating AI outputs.

NotesTable

Date	Comment	Comment Type	Comment Sentiment	Link	Price Reaction
2026-08-05	Thomson Reuters reported strong Q2 2026 results, with organic revenue growth ahead of expectations and raised full-year guidance, driven by AI-enabled offerings and the proprietary Thomson LLM. However, the stock significantly underperformed the SPY by -6.96% post-earnings. This suggests market concerns about the pace of AI monetization, near-term margin investments, or execution challenges in the Tax, Audit & Accounting segment, contradicting the company's confident outlook.	Earnings Transcript	Negative		-6.71% (vs SPY: -6.96%)

Upcoming EventsTable

Catalyst ID	Estimated Timing	Estimated Date Start	Estimated Date End	Catalyst	Why It Matters	Ticker Or Theme Specific	Transcript Date	Source Type
TRI_8afb5f7e	this fall	2026-09-01	2026-11-30	Introduction of an agentic next-generation version of CoCounsel for tax and audit.	This new offering aims to automate more shoulder activities in tax workflows, addressing acute talent shortages in the CPA space and building on TR's strong position with tax calculation engines.	Ticker	2026-08-05	earnings_transcript