Connect with us

Technology

Small Language Model (SLM) Market worth $5.45 billion by 2032- Exclusive Report by MarketsandMarkets™

Published

on

DELRAY BEACH, Fla., March 26, 2025 /PRNewswire/ — The Small Language Model Market is slated to expand from USD 0.93 billion in 2025 to USD 5.45 billion by 2032, at a substantial CAGR of 28.7% over the forecast period, according to a new report by MarketsandMarkets™.

 

Browse in-depth TOC on “Small Language Model Market”

200 – Tables
50 – Figures
250 – Pages

Download PDF Brochure @ https://www.marketsandmarkets.com/pdfdownloadNew.asp?id=4008452

Scope of the Report

Report Metrics

Details

Market size available for years

2020–2032

Base year considered

2024

Forecast period

2025–2032

Forecast units

USD (Billion)

Segments covered

Offering, Deployment Mode, Application, Data Modality, Model Size, End User, and Region

Geographies covered

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

Companies covered

Microsoft (US), IBM (US), Infosys (India), Mistral AI (France), AWS (US), Meta (US), Anthropic (US), Cohere (Canada), OpenAI (US), Alibaba (China), Arcee AI (US), Deepseek (China), Upstage AI (US), AI21 Labs (Israel), Krutrim (India), Stability AI (UK), Together AI (US), Lamini AI (US), Groq (US), Malted.ai (UK), Predibase (US), Cerebras (US), Ollama (US), Fireworks AI (US), Snowflake (US), and Prem AI (Switzerland).

With the growing demand for domain-specific AI that prioritizes performance over computational complexity, the Small Language Model (SLM) market is gaining momentum. In contrast to Large Language Models (LLMs), SLMs are tailored for deployment on low-power devices, facilitating real-time processing and improved data privacy without a heavy dependency on cloud infrastructure. Efforts and accuracy in model compression techniques such as pruning, quantization or knowledge distillation are further growing the market. Additionally, the rising demand for privacy-focused AI models and specialized applications in sectors like healthcare, finance, manufacturing, and legal industries is driving adoption. OpenAI, Microsoft, Meta, and Cohere are among the leading technology providers that have invested heavily in scalable, flexible SLMs tailored to specific business needs. This is exacerbated by the growing demand for model training and fine-tuning services, as companies aim to improve model performance without sacrificing efficiency. Small language models are expected to experience significant growth as the industry continues to evolve in architecture optimization, deployment frameworks, and fine-tuning techniques. As businesses prioritize efficiency, privacy, and adaptability, the uptake of SLMs is expected to increase across diverse industries and applications.

Request Sample Pages@ https://www.marketsandmarkets.com/requestsampleNew.asp?id=4008452

By model size, SLMs less than 2 billion parameters to register fastest growth rate during the forecast period, driven by high energy efficiency and domain-specific precision on edge device deployments

Due to their efficiency, cost-effectiveness, and flexibility, small language models with less than 2 billion parameters are expected to grow the fastest among all models. Unlike larger models that demand significant computational power and memory, SLMs with parameters under 2 billion are designed for deployment on edge devices like smartphones, IoT devices, and embedded systems, allowing for real-time processing without relying on cloud services. Their smaller size allows faster training, fine-tuning, and inference, which significantly reduces operational costs and energy consumption. Industries that prioritize data privacy and compliance, such as healthcare, finance sector, and legal industry, are especially attracted to these models because they offer on-device processing which reduces the risk of data breaches. Furthermore, companies are increasingly opting for smaller models for domain-specific tasks, where precision and efficiency are more important than general-purpose capabilities. Progress in model compression techniques, including pruning, quantization, and knowledge distillation, has also propelled the emergence of powerful but compact models. Their adoption is being bolstered by the availability of tools that are easy to use for training and fine-tuning smaller models. With businesses increasingly relying on AI to achieve optimal performance, accuracy, and cost, SLMs priced below 2 billion are expected to experience significant growth.

Increasing demand for multilingual text generation for NLP and widespread adoption of text-based AI tools has text segment as the largest data modality by market share in 2025

Text is expected to be the largest data modality in the Small Language Model (SLM) market by market share due to its foundational role in natural language processing (NLP) and the widespread demand for text-based AI applications. Unlike other data types like images, audio, or video, text is the most commonly used form of communication across industries, including healthcare, finance, legal, customer service, and education. The most significant advantages of SLMs are their specialized areas, such as summarization, translation, sentiment analysis and sentiment modeling, information retrieval, question-answering, and chatbots. The rising demand for domain-specific models trained on proprietary text data enhances their accuracy and relevance, reinforcing the importance of text. Moreover, the vast amount of textual data from websites, documents, emails, reports, and social media makes it a useful resource for training SLMs. Techniques for model compression, including pruning, quantization, and knowledge distillation, have allowed for the deployment of efficient SLMs that can process text data in real-time on low-power devices. Also, text-based models are easily adjustable and can be tailored according to industry needs, which may lead to their widespread adoption. As industries increasingly integrate AI-driven text analysis tools to boost productivity, efficiency, and decision-making, text will remain a dominant force in the SLM market.

Inquire Before Buying@ https://www.marketsandmarkets.com/Enquiry_Before_BuyingNew.asp?id=4008452

Asia Pacific is set to become the fastest growing region over the forecast period, fueled by rising uptake of localized SMLs, and increasing demand for cost-effective AI models

Due to rapid digital transformation, increased investments in AI, and strong government support for AI development, the SLM market in Asia Pacific is expected to grow rapidly within 2025 to 2032. Countries such as China, India, Japan, and South Korea are vigorously advancing AI technologies to boost productivity across healthcare, finance, manufacturing, and customer service sectors. The region’s large population and diverse languages offer a unique opportunity for the development of localized, domain-specific SLMs that cater to regional needs. Furthermore, the rising demand for efficient, privacy-preserving AI solutions in compliance-driven industries, like healthcare and finance, is accelerating adoption. The development of edge-compatible models that work well on low-power devices is becoming increasingly important in Asia Pacific, with companies focusing on improving efficiency and decreasing reliance on cloud infrastructure.  Market expansion is also being driven by government-sponsored initiatives that promote AI research, funding and strategic partnerships with private companies. Moreover, the cost-effectiveness and scalability of SLMs are especially attractive to small and medium-sized enterprises (SMEs) looking for budget-friendly AI solutions. With ongoing investment and research in AI technologies, the Asia Pacific is set to witness the fastest growth in the SLM market.

Top Key Companies in Small Language Model Market:

The major players in the Small Language Model Market include Microsoft (US), IBM (US), Infosys (India), Mistral AI (France), AWS (US), Meta (US), Anthropic (US), Cohere (Canada), OpenAI (US), Alibaba (China), Arcee AI (US), Deepseek (China), Upstage AI (US), AI21 Labs (Israel), Krutrim (India), Stability AI (UK), Together AI (US), Lamini AI (US), Groq (US), Malted.ai (UK), Predibase (US), Cerebras (US), Ollama (US), Fireworks AI (US), Snowflake (US), and Prem AI (Switzerland).

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

Related Reports:

Insurance Platform Market – Global Forecast to 2030

AI as a Service Market – Global Forecast to 2029

Legal AI Software Market – Global Forecast to 2030

Edge AI Software Market – Global Forecast to 2030

AI in Social Media Market – Global Forecast to 2029

Get access to the latest updates on Small Language Model Companies and Small Language Model 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. With the widest lens on emerging technologies, we are proficient in co-creating supernormal growth for clients across the globe.

Today, 80% of Fortune 2000 companies rely on MarketsandMarkets, and 90 of the top 100 companies in each sector trust us to accelerate their revenue growth. With a global clientele of over 13,000 organizations, we help businesses thrive in a disruptive ecosystem.

The B2B economy is witnessing the emergence of $25 trillion in new revenue streams that are replacing existing ones within this decade. 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 collaborate with several Forbes Global 2000 B2B companies to keep them future-ready. Our insights and strategies are powered by industry experts, cutting-edge AI, and our Market Intelligence Cloud, KnowledgeStore™, which integrates research and provides ecosystem-wide visibility into revenue shifts.

In addition, MarketsandMarkets SalesIQ enables sales teams to identify high-priority accounts and uncover hidden opportunities, helping them build more pipeline and win more deals with precision.

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

Contact:
Mr. Rohan Salgarkar
MarketsandMarkets™ INC.
1615 South Congress Ave.
Suite 103, Delray Beach, FL 33445
USA: +1-888-600-6441
Email: sales@marketsandmarkets.com
Visit Our Website: https://www.marketsandmarkets.com/

Logo: https://mma.prnewswire.com/media/1868219/MarketsandMarkets_Logo.jpg

 

View original content:https://www.prnewswire.co.uk/news-releases/small-language-model-slm-market-worth-5-45-billion-by-2032–exclusive-report-by-marketsandmarkets-302411715.html

Continue Reading
Click to comment

Leave a Reply

Your email address will not be published. Required fields are marked *

Technology

Intesa Communications Group Named ‘Customers First’ Winner in San Diego Regional Chamber of Commerce 2026 Small Business Awards

Published

on

By

The award-winning, women-owned San Diego public relations and government affairs firm was recognized for exceptional client service that has fueled 14 years of growth

SAN DIEGO, July 21, 2026 /PRNewswire/ — Intesa Communications Group, a leading San Diego public relations and government affairs firm, has been named the “Customers First” winner in the San Diego Regional Chamber of Commerce’s 2026 Small Business Awards. Announced July 9 at the Chamber’s annual Small Business Awards event, the recognition honors the small business whose commitment to customer service most clearly sets it apart from the competition.

Founded in 2012, the certified women-owned San Diego firm has grown from a boutique agency into one of the region’s leading public relations and government affairs firms. Intesa has doubled its team over the past two years, sustained three consecutive years of double-digit revenue growth and expanded its client portfolio by 26% last year. Intesa provides public relations, strategic communications, and government affairs services for a wide range of organizations, including San Diego State University, SeaWorld San Diego, Expedia Group, H.G. Fenton Company, San Diego Foundation, San Diego Workforce Partnership, and SBCS.

“This award belongs to every member of our team and to the clients who trust us with their most valuable asset: their reputation,” said Margie Newman Tsay, founding partner of Intesa Communications Group. “Our clients stay with us for years because we show up prepared, fully invested and ready for the moments that matter most. Being recognized for putting customers first is the highest compliment our business community can pay us.”

Intesa’s client-first approach has produced measurable results across public relations and government affairs efforts throughout the region. For example, in its first month working with the Jacobs & Cushman San Diego Food Bank, the firm helped reimagine the organization’s summer food drive messaging, generating more than 15 million impressions and helping deliver 489,026 pounds of food and $344,505 in donations — the equivalent of more than one million meals and a 175% increase from the previous year. Similarly, Logan Heights Community Development Corporation credits the firm with an 81:1 return on investment after Intesa parachuted in to help the nonprofit promote the California Mortgage Relief Program.

“Small businesses are the heart of our economy: fueling innovation, creating jobs and defining the character of communities across the San Diego region,” said Chris Cate, president and CEO of the Chamber. “We celebrate the resilience, ingenuity and community impact of our small business leaders. They are the very spirit behind our purpose to champion business and empower leaders.”

The Chamber award is as much a reflection of Intesa’s clients as it is the firm itself. The opportunity to partner with organizations doing meaningful work across the region is what makes recognition like this possible. True to form, the Intesa team plans to mark the win by thanking the clients behind the work.

“We call ourselves dot connectors, and this award is what that looks like in practice,” said Maddy Kilkenny, partner at Intesa Communications Group, who leads the firm’s government affairs practice. “Whether our team of 10 people is helping a client navigate a policy decision at City Hall or a story on the front page of the newspaper, we aim to leave them stronger and more confident than before. Hearing our clients say we deliver on that is the best win of all.”

According to the Chamber’s award requirements, businesses with 100 or fewer employees were eligible for nomination. They were voted on by a panel of chamber members, who reviewed the nominations and selected the winners of all four categories.

The recognition adds to more than 60 awards Intesa has earned for excellence in public relations, strategic communications, and public affairs, including honors from PR News, the Public Relations Society of America, PR Daily, the International Association of Business Communicators, the San Diego Business Journal (SDBJ), MARCOM, and the American Marketing Association, among others. It also comes on the heels of two Intesa team members, Emily Alvarenga and Margaret Lutz Chantung, recently receiving SDBJ’s “40 Under 40” and “Indispensable” awards, respectively.

For more information about Intesa Communications Group, visit www.intesacom.com.

About Intesa Communications Group
Intesa Communications Group is a certified women-owned San Diego public relations and government affairs firm that helps leaders communicate and advocate with confidence. Since 2012, Intesa has partnered with the region’s trusted leaders and organizations, providing strategic communications and public affairs counsel on high-stakes issues at the intersection of reputation, policy and public perception. The firm’s work has earned more than 60 industry awards across 53 recognized client campaigns, including the San Diego Regional Chamber of Commerce “Customers First” 2026 award. Learn more at www.intesacom.com.

View original content to download multimedia:https://www.prnewswire.com/news-releases/intesa-communications-group-named-customers-first-winner-in-san-diego-regional-chamber-of-commerce-2026-small-business-awards-302831350.html

SOURCE Intesa Communications Group

Continue Reading

Technology

The Inner Circle acknowledges Shankari Thiagarajan as Pinnacle Professional of The Year

Published

on

By

HOUSTON, July 21, 2026 /PRNewswire/ — Prominently featured in The Inner Circle, Shankari Thiagarajan is acknowledged as a Pinnacle Professional of The Year for her contributions to Information Technology and Agile Delivery.     

Shankari Thiagarajan has established a distinguished career in information technology project and program management, recognized for her expertise in agile delivery, digital transformation, and cross functional leadership across multiple industries. Currently serving as project manager and scrum master at Astellas Pharma Inc., she oversees agile delivery initiatives supporting global life science programs.

With more than 15 years of experience spanning technology and pharmaceutical sectors, Ms. Thiagarajan has developed a reputation for leading complex implementations and driving operational efficiency. Her expertise includes agile methodologies, project and delivery management, product ownership, healthcare IT, telecom and network optimization, financial services modernization, retail technology upgrades, and GIS and digital mapping solutions.

Ms. Thiagarajan earned a Master of Business Administration in Organizational Leadership from Campbellsville University, a Master of Science in Information Systems from Virginia Tech, and a Bachelor of Engineering in Information Technology from Jawaharlal Nehru Technological University College of Engineering Hyderabad.

Throughout her career, she has contributed to major organizations across a wide range of industries. Her accomplishments include leading agile transformations at Cigna, overseeing retail technology upgrades at Walmart, managing large scale telecom transformation initiatives at T Mobile and Verizon, and modernizing financial platforms at Security Finance. She also contributed to the early development of Google Maps during her tenure at Google India, advancing to team lead within a year.

In addition to her corporate achievements, Ms. Thiagarajan is the creator of the YouTube channel My Experiments with Life – #Positivity #Learning, launched in 2023. Through this platform, she shares motivational content and insights focused on personal growth, technology, spirituality, and lifelong learning.

Her professional accomplishments have been recognized through honors including Marquis Who’s Who 2026, a featured podcast interview with Jim Masters on Close Up TV hosted across Apple Radio, Spotify, and iHeart., recognition in The National Law Review & EIN Presswire, and a certificate of appreciation from Virginia Tech for academic excellence and community involvement.

Outside of her professional work, Ms. Thiagarajan enjoys creating motivational YouTube content, exploring technology and spirituality, listening to contemporary music, and pursuing philanthropic and educational interests. She credits her strong work ethic and determination to the example set by her parents.

Looking ahead, she plans to continue advancing her leadership capabilities and pursue executive level opportunities that allow her to make significant contributions within the information technology sector.

Guided by a philosophy rooted in courage, persistence, and continuous learning, Ms. Thiagarajan remains committed to professional growth while inspiring others to pursue excellence and self-improvement.

Contact: Katherine Green, 516-825-5634, editorialteam@continentalwhoswho.com

View original content to download multimedia:https://www.prnewswire.com/news-releases/the-inner-circle-acknowledges-shankari-thiagarajan-as-pinnacle-professional-of-the-year-302831357.html

SOURCE The Inner Circle

Continue Reading

Technology

University of Phoenix Leaders Present at Building Blackboard Together 2026

Published

on

By

Presentations explored learning technology, accessibility and online pedagogy as higher education adapts to an AI-enabled future

PHOENIX, July 21, 2026 /PRNewswire/ — University of Phoenix leaders shared insights on artificial intelligence, accessibility, online learning and student support at Building Blackboard Together 2026, Blackboard’s flagship user conference, held July 13-15 in Dallas, Texas. The conference brought together educators, institutional leaders and industry experts to explore innovations, technologies and emerging practices shaping the future of teaching and learning.

Representing University of Phoenix were Marc Booker, Ph.D., vice provost of strategy; Kelly Hermann, vice president of Accessibility and Student Affairs; and Erin Amsden, group product manager. Through presentations and panel discussions, the leaders shared perspectives on responsible AI adoption, accessibility leadership, student engagement and the evolving role of learning technologies in supporting institutional goals and student success.

“Building Blackboard Together provides an opportunity to engage with peers across higher education who are navigating many of the same opportunities and challenges around technology, accessibility and learning mobility,” said Dr. Booker. “These conversations help advance practical approaches for supporting learners while thoughtfully integrating innovation into the educational experience.”

During the conference, University of Phoenix was also recognized with the 2026 Blackboard Catalyst Award for Ethical AI Leadership, which honors institutions advancing responsible, transparent and inclusive approaches to artificial intelligence that promote trust and equitable outcomes for learners and educators. The recognition follows the University’s ongoing efforts to support AI literacy, responsible use and AI-enabled learning experiences.

Exploring the Expanding Role of the Learning Management System

As part of the Strategic Leadership Summit, Booker served as a panelist for “The LMS as Mission-Critical: Connecting Learning, Experience & Evidence.” The session examined how learning management systems are evolving beyond course management to support learning, engagement and institutional insight across the student lifecycle.

Panelists discussed how institutions are leveraging learning technologies alongside student information systems to support teaching and learning, advising, co-curricular engagement and data-informed decision-making while addressing increasing expectations surrounding artificial intelligence, student success and accountability.

Sharing Lessons from AI-Powered Student Support

Booker also presented “Scaling AI-Powered Support Across the Student Experience at University of Phoenix,” a session focused on the University’s process for expanding its AI support assistant across the online classroom environment, moving from proof of concept to full-scale deployment over a six-month period.

In addition, Booker participated in “Online Pedagogy to Drive Institutional Growth: Best Practices and Success Stories,” a panel discussion exploring how institutions are designing engaging online learning experiences and leveraging Blackboard technologies to support quality course delivery and student engagement.

Advancing Accessibility Leadership

Hermann joined the session “Communicating Up: Turning Accessibility Work into Leadership-Ready Stories.” The presentation focused on strategies for translating accessibility initiatives into narratives, evidence and visualizations that resonate with institutional leaders.

The discussion explored ways to connect accessibility efforts to broader institutional priorities, demonstrate impact through data and support informed decision-making that advances accessibility and learner success.

Examining Emerging Challenges in Artificial Intelligence

Amsden served as a panelist for “Agentic AI in Pedagogy: Threats and Opportunities.” The session addressed the growing influence of agentic AI and its implications for academic integrity, assessment design and learner engagement.

Panelists explored how technology, pedagogy and security practices can work together to promote authentic student work while helping institutions balance innovation with responsible AI implementation.

Contributing to the Future of Teaching and Learning

Amsden, Booker and Hermann are key members of University of Phoenix’s dynamic leadership team, frequently invited to share their expertise at prestigious national conferences and events. In 2026, University leaders will participate in the ASU + GSV Summit, 1EdTech Learning Impact Conference, SXSW EDU Conference, and PESC Data Summit. These engagements underscore the University’s commitment to innovation and thought leadership in higher education, providing valuable insights and fostering collaborations that drive the future of learning.

About University of Phoenix

University of Phoenix is Built for Real Life. 50 Years Strong. The University innovates to help working adults enhance their careers and develop skills in a rapidly changing world through flexible online learning, relevant courses, academic AI pillars, and skills-mapped curriculum for associate, bachelor’s and master’s degree programs. Active students and alumni have access to Career Services for Life® resources including career guidance and tools. For more information, visit phoenix.edu.

View original content to download multimedia:https://www.prnewswire.com/news-releases/university-of-phoenix-leaders-present-at-building-blackboard-together-2026-302831360.html

SOURCE University of Phoenix

Continue Reading

Trending