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Causal AI Market worth $456.8 million by 2030- Exclusive Report by MarketsandMarkets™

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DELRAY BEACH, Fla., Dec. 13, 2024 /PRNewswire/ — The Causal AI Market is slated to expand from USD 56.2 million in 2024 to USD 456.8 million by the year 2030 at an impressive CAGR of 41.8% over the forecast period, according to a new report by MarketsandMarkets™. 

Browse in-depth TOC on “Causal AI Market”

330 – Tables
54 – Figures
331 – Pages

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Scope of the Report

Report Metrics

Details

Market size available for years

2019–2030

Base year considered

2023

Forecast period

2024–2030

Forecast units

USD (Million)

Segments covered

Offering, Application, Vertical and Region

Geographies covered

North America, Europe, Asia Pacific, Middle East & Africa, and Latin America

Companies covered

IBM (US), Google (US), Microsoft (US), Dynatrace (US), Cognizant (US), Logility (US), Datarobot (US), CausaLens (UK), Aitia (US), Taskade (US), Causely (US), Causaly (UK), Causality Link (US), Xplain data (Germany), Parabole.AI (US), Datma (US), Incrmntl (Israel), Scalnyx (France), Geminos (US), Data Poem (US), CausaAI (Netherlands), Causa (UK), Lifesight (US), Actable AI (UK), biotx.ai (Germany), Howso (US), VELDT (Japan), and CML Insight (US)

The Causal AI Market is witnessing sharp expansion as it can address important issues that traditional AI finds difficult to resolve. This need for transparency, trust, and actionable insights is driving the adoption of causal AI. The adoption of causal AI is being driven by the demand for transparency, trust, and actionable insights in critical sectors such as healthcare, finance, and supply chain management. Causal AI is an essential tool for companies wanting to remain competitive in a data-driven world, as it can reveal cause-and-effect relationships and improve decision-making. For example, companies are using causal AI to comprehend the real factors behind customer behavior, improve marketing tactics, or forecast the consequences of operational choices. Moreover, improvements in data accessibility, computing capabilities, and user-friendly interfaces are reducing obstacles for organizations of all sizes to adopt causal AI solutions.

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By offering, causal inference tools segment will register the fastest growth rate over the forecast period owing to enhanced decision making across diverse scenarios

Causal inference tools are becoming the most rapidly expanding segment in the Causal AI Market because of their adaptability and availability in various industries. These tools give organizations the ability to discover cause-and-effect relationships within their data, allowing for accurate decision-making in fields such as marketing, healthcare, and operations. Businesses are starting to realize the drawbacks of AI that relies on correlations, as it only detects patterns without providing explanations for outcomes. Causal inference tools help to close this divide by providing useful information that can be used to shape strategies, like determining which marketing campaigns increase customer engagement or studying the factors that impact patient recovery. Their growth is also fueled by the availability of intuitive, user-friendly interfaces that allow non-technical users to apply complex causal analysis without requiring deep expertise. Causal inference tools are becoming essential as organizations require more accountability and transparency in their decision-making, leading to their quick adoption.

Rising adoption of causal AI to augment financial decision making with cause-and-effect analysis will push BFSI as the largest vertical by market size in 2024

The BFSI vertical is poised to hold the largest market share in the Causal AI Market, fueled by its requirements for clarity, risk control, and practical information. Causal AI helps financial institutions tackle ever-changing, regulated environments where comprehending the reasons behind events is just as important as foreseeing them. For instance, JPMorgan Chase utilizes causal AI to pinpoint the underlying reasons for customer turnover, enabling specific actions to keep valuable customers. In the same way, Citibank employs causal models to evaluate the effects of different credit risk strategies, leading to enhanced loan approval procedures and a decrease in defaults. In the insurance industry, firms such as Allstate have implemented causal AI to enhance the identification of claim fraud by pinpointing actions that are closely linked to fraudulent behavior, resulting in a documented decrease of over 10% in unnoticed fraud. In addition, insurance companies employ causal AI to customize policy suggestions by examining the specific reasons for customer preferences, greatly improving customer contentment. Compliance with regulations continues to drive the increase in adoption. For example, HSBC uses causal AI to comply with AML laws by identifying causal connections in transaction data, simplifying investigations, and avoiding significant penalties. The use of causal AI in precise decision-making, along with its demonstrated effects on profitability and compliance, cements BFSI as the top vertical in the market.

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Asia Pacific is set to become the fastest growing region over the forecast period, fueled by increasing investments in responsible AI deployment for decision-making

Several key factors are driving rapid growth in the Causal AI Market in the Asia Pacific. Governments and businesses in the APAC region, specifically in nations such as China, Japan, and India, are making significant investments in AI innovation to promote the development and utilization of causal AI technologies. Sectors like healthcare and finance in the region are utilizing causal AI to enhance decision-making and operational efficiency. Hospitals in Singapore are using causal AI in healthcare to enhance treatment plans, leading to a substantial enhancement in patient results. Banks in India are using causal AI in the financial industry to improve fraud detection, leading to a significant decrease in fraudulent transactions. Manufacturing hubs in countries like Vietnam and Thailand are adopting causal AI to predict and mitigate disruptions. This trend is also assisted by the regional regulatory landscape, which favors responsible artificial intelligence practices, increasing the market demand for causal models that are both transparent and free from bias.

Top Key Companies in Causal AI Market:

The major players in the Causal AI Market include IBM (US), Logility (US), CausaLens (UK), Aitia (US), Causely (US), Geminos (US), along with SMEs and startups such as Data Poem (US), CausaAI (Netherlands), Causa (UK), Lifesight (US), amd Actable AI (UK).

Browse Adjacent Markets: Artificial Intelligence (AI) Market Research Reports & Consulting

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Get access to the latest updates on Causal AI Companies and Causal AI Industry

About MarketsandMarkets™

MarketsandMarkets™ has been recognized as one of America’s best management consulting firms by Forbes, as per their recent report.

MarketsandMarkets™ is a blue ocean alternative in growth consulting and program management, leveraging a man-machine offering to drive supernormal growth for progressive organizations in the B2B space. We have the widest lens on emerging technologies, making us proficient in co-creating supernormal growth for clients.

Earlier this year, we made a formal transformation into one of America’s best management consulting firms as per a survey conducted by Forbes.

The B2B economy is witnessing the emergence of $25 trillion of new revenue streams that are substituting existing revenue streams in this decade alone. We work with clients on growth programs, helping them monetize this $25 trillion opportunity through our service lines – TAM Expansion, Go-to-Market (GTM) Strategy to Execution, Market Share Gain, Account Enablement, and Thought Leadership Marketing.

Built on the ‘GIVE Growth’ principle, we work with several Forbes Global 2000 B2B companies – helping them stay relevant in a disruptive ecosystem. Our insights and strategies are molded by our industry experts, cutting-edge AI-powered Market Intelligence Cloud, and years of research. The KnowledgeStore™ (our Market Intelligence Cloud) integrates our research, facilitates an analysis of interconnections through a set of applications, helping clients look at the entire ecosystem and understand the revenue shifts happening in their industry.

To find out more, visit www.MarketsandMarkets™.com or follow us on Twitter, LinkedIn and Facebook.

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Automated Drone Technology Further Transforms Polish Mountain Rescue Operations

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How Poland’s TOPR Team is Revolutionizing Mountain Rescues with Automated DJI Docks

SHENZHEN, China, Nov. 3, 2026 /PRNewswire/ — With its steep peaks, deep valleys, and harsh winter conditions, the Tatra Mountains present immense challenges for search and rescue operations. Powered by DJI Enterprise’s next-generation automated drone technology, TOPR (Tatrzańskie Ochotnicze Pogotowie Ratunkowe), Poland’s dedicated volunteer mountain rescue service, is actively transforming its emergency response in rugged regions.

Building on their successful integration of DJI Enterprise equipment like the DJI Dock 3, TOPR recently initiated a pilot program with the newly released DJI Dock 4. The concept is groundbreaking for alpine rescues: launching a drone from an automated rooftop dock before the ground rescue team has even left the base.

“Certain locations are completely inaccessible by car, bike, or even snowmobile during winter,” explains Marcin Józefowicz, a TOPR rescuer and Head of Cybertech. Traditionally, a full mountain deployment could take up to two hours just to assemble the team and reach the trailhead on foot. To overcome this critical bottleneck, TOPR is looking to the sky.

This early deployment means a drone can reach a reported accident site in minutes instead of hours. “Crucially, we can assess the situation before we begin a physical operation,” says Józefowicz. This rapid aerial reconnaissance allows duty officers to determine if a rescue is genuinely needed, how many volunteers to dispatch, and exactly what equipment is required.

Once on the scene, the DJI Matrice 5TD helps TOPR make contact with people on the ground. Rescuers can use its loudspeaker to give instructions and ask whether assistance is needed, with hikers responding through gestures. If they indicate that they do not need help, the team can continue searching elsewhere. In total darkness, advanced thermal fusion imaging provides operators with near-daylight clarity, allowing them to pinpoint hikers’ headlamps and read topographic details simultaneously.

To conquer the mountainous terrain that frequently blocks standard communication signals, TOPR’s trial creatively utilizes a network of DJI O4 video transmission ground stations. By placing relay stations on observation towers and distant peaks, the drone can seamlessly roam between them. “This infrastructure allows us to extend our flight range even into neighboring valleys,” Józefowicz notes.

With automated flight triggers and a dock capable of swapping batteries in just 25 seconds for continuous operations, TOPR is exploring the ultimate future of mountain rescue. Beyond active missions, the automated fleet is testing the waters for daily hazard reconnaissance and trail monitoring. For TOPR’s dedicated volunteers, this continuous innovation serves one ultimate goal: reaching the injured faster, safer, and more effectively in the unforgiving Tatras.

1 All data was measured using a production model in a controlled environment. Some features are only available when paired with specific DJI drones, and may not be available in certain regions and countries. For more information, please refer to our official website: https://enterprise.dji.com/dock-4

About DJI

Since 2006, DJI has led the world with civilian drone innovations that have empowered individuals to take flight for the first time, visionaries to turn their imagination into reality, and professionals to transform their work entirely. Today, DJI serves to build a better world by continuously promoting human advancement. With a solution-oriented mindset and genuine curiosity, DJI has expanded its ambitions into areas such as renewable energy, agriculture, public safety, surveying and mapping, and infrastructure inspection. In every application, DJI products deliver experiences that add value to lives around the world in more profound ways than ever before.

For more information, visit our:

Website: https://enterprise.dji.com  
Facebook: www.facebook.com/DJIEnterpriseOfficial/       
X: https://X.com/DJIEnterprise   
LinkedIn: www.linkedin.com/company/dji    
Subscribe to our YouTube Channel: www.youtube.com/@DJIEnterprise   

About TOPR:

TOPR (Tatrzańskie Ochotnicze Pogotowie Ratunkowe) is the dedicated volunteer mountain search and rescue organization operating in the Tatra Mountains, headquartered in Zakopane, Poland.

(Note: The accompanying multimedia case study was co-produced by DJI Enterprise and INNPRO.)

 

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SlidesAI Expands Beyond Google Slides With Standalone AI Presentation Platform

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Users can now create, edit and share presentations directly in their browser, alongside integrations with Google Slides, Microsoft PowerPoint and ChatGPT.

SHARJAH, UAE, Nov. 3, 2026 /PRNewswire/ — SlidesAI, an AI presentation maker that began as a Google Slides add-on, has expanded into a standalone presentation platform with its own browser-based workspace.

First released earlier this year, the SlidesAI web app lets users turn ideas, notes and documents into presentations without installing an add-on or working inside Google Slides or PowerPoint. It brings presentation planning, content creation, design and editing into one workspace.

“We started as a Google Slides add-on, then a PowerPoint add-in, and that’s where we found our first users and grew to over twelve million,” said Anurag Bhagsain, founder of SlidesAI. “But honestly, the product outgrew that framing.”

The standalone platform extends SlidesAI’s role across the presentation process. Users begin with a topic, notes or a document, then specify their audience, tone, language and slide count. Before generating the deck, they can review the outline, reorder slides and refine the content. Once the presentation opens in the editor, they can edit text directly or request AI revisions, review the suggested changes and accept them.

The need for help across those steps is reflected in a recent SlidesAI onboarding survey. Among more than 18,000 responding new users, roughly two-thirds selected design and visuals as a presentation challenge, while nearly half selected the time required. Respondents could select multiple challenges.

Those responses illustrate why generating slide text addresses only part of the work. Turning that content into a structured, visually coherent presentation also requires decisions about sequence, layout and design. SlidesAI’s web-based AI presentation maker lets users work through those stages within the same environment.

For organizations creating recurring presentations, Brand Kit lets users import an existing PowerPoint template and apply their colors, fonts, logos and layouts to generated decks. Finished presentations can be presented directly, shared through a link or exported to PowerPoint or Google Slides.

SlidesAI also continues to support its existing integrations. Users can create and refine presentations through the PowerPoint add-in, work directly within Google Slides, or use ChatGPT to generate presentations directly in their SlidesAI account.

About SlidesAI

SlidesAI is an AI presentation creation and editing platform for professionals, educators and students. Available as a standalone web app and through integrations with Google Slides, Microsoft PowerPoint and ChatGPT, SlidesAI helps users turn ideas and source material into editable presentations. Learn more at  https://www.slidesai.io/.

Media contact
Anurag Bhagsain
+917018743674
426118@email4pr.com

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SOURCE SlidesAI

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RepData Launches Verified Intelligence Platform, Establishing New Category for End-to-End Research

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Quality-led market research platform combines survey creation, participant sourcing, data quality verification, analysis and AI-powered automation in a closed-loop system 

NEW ORLEANS, Nov. 3, 2026 /PRNewswire/ — Rep Data has launched the Verified Intelligence Platform (VIP), an end-to-end research and insights solution that takes teams from business questions to actionable insights, with data quality verified throughout. The platform allows researchers to design studies, source verified respondents, detect fraud and low-quality responses, and analyze results in one connected system, with the flexibility to manage research themselves or work with Rep Data’s experts.

The platform builds on RepData’s sample sourcing and fraud prevention technology, adding survey design, behavioral data quality assessment and advanced analytics through its recent acquisitions of ReDem, OWL and SightX. It incorporates RepData’s curated participant network and quality checks at the source, respondent and response levels. The launch establishes Verified Intelligence as a new category of research with data quality verified at every step and visible to customers.

“Insights teams shouldn’t have to make high-stakes decisions on questionable data or choose between quality and speed,” said Patrick Stokes, CEO and Founder of RepData. “We’ve built the only research platform that offers this level of capability, technology and transparency in one place. Quality has been part of our DNA since day one, and VIP sets a new standard for conducting research and making decisions with confidence.”

Verification is integrated throughout the platform, with customers able to see how data quality is assessed at each stage:

Source: The next generation of Research Defender scores sample sources and blocks low-quality sources in real time, including during and after fieldwork.Respondent: More than 120 signals are analyzed and scored together for each respondent, identifying fraud, inattention and AI text responses before and during surveys.Response: Every response receives a score from 0 to 100 across five criteria (open-ended responses, behavioral analytics, time, grid and coherence), with plain-language explanations of flagged responses.Replacement: Rejected respondents are automatically replaced during fieldwork, eliminating need for data cleaning after the fact and shortening research timelines.Learning: Results from each study are used to retrain quality models, improving detection over time.

RepData’s VIP supports and embeds agentic research workflows, where AI agents can create surveys, launch studies, collect results, analyze data and prepare reports, with verification throughout.

Customers can use RepData’s technology and services in three ways:

Integrated platform: The Verified Intelligence Platform includes more than 50 research methodologies and question types, a panel network spanning 50 countries, pre-survey quality checks, automated data cleaning, analysis, reporting and actionable recommendations.Individual products: RepData’s sample marketplace and data quality tools are available through API and MCP connections for use with existing survey platforms.Research services: RepData’s research team manages projects from scoping and study design through field management, analysis and reporting.

Enterprise and mid-market teams can conduct research in-house or outsource projects, while research agencies and technology platforms can integrate RepData’s capabilities into existing systems.

The launch introduces RepData’s new brand identity and website, reflecting its expanded capabilities.

About RepData
RepData helps businesses make high-stakes decisions with confidence through verified research, advanced technology and human expertise. Its Verified Intelligence Platform (VIP) provides an end-to-end solution for designing, conducting and analyzing research, with data quality verification integrated at every step of the process. RepData works with enterprise and mid-market businesses, research agencies and technology platforms, offering flexible options for teams conducting research across a range of business functions, including self-service research, individual technology solutions and fully managed research services. www.repdata.com

Contact: Michelle Andre, 426176@email4pr.com, +1-415-577-8634

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