Education and Learning Analytics Market

Blackboard, the learning platform formerly run as Anthology, emerged from Chapter 11 debt-free on 2 March 2026 with about USD 70 million of new financing, its release states, after a bankruptcy court approved the sale of its student-information and student-success units to Ellucian and Encoura, its 24 November 2025 release shows. The education and learning analytics market covers software and services that collect, model and report learner data to improve teaching and outcomes: analytics built into learning management systems (LMS), K-12 student data and student information system (SIS) analytics, higher-education student success and retention analytics, assessment and test-integrity analytics, corporate and workforce learning analytics, and the integration and consulting work that connects them. Douglas Insights sizes it at USD 6.81 billion in 2025, about 318 million paid learner seats multiplied by USD 21.40 a seat, and at USD 19.8 billion in 2035, an 11.29% compound annual growth rate (CAGR). The study sits in our enterprise software coverage, beside the Gamification in Education Market, Enterprise Data Observability Platforms Market and Gamification Software Market reports; every figure follows the Douglas Insights research methodology.

Which learning analytics product earns the most: LMS dashboards, K-12 data platforms or retention tools?

LMS-embedded learning analytics earn the most, 27.0% of 2025 value or about USD 1.84 billion, Douglas Insights estimates. Corporate and workforce learning analytics grow fastest, at 12.6% a year to 2035.

LMS-embedded analytics lead because every course a student takes in Canvas, Brightspace, Moodle or Blackboard already logs logins, submissions, grades and time on task, so the dashboard comes with the platform licence. At 11.2% a year the segment reaches USD 5.31 billion by 2035, a Douglas Insights estimate, as AI features turn those logs into suggested interventions. K-12 student data and SIS analytics, USD 1.43 billion, grow slowest at 9.60%: district budgets are tight and the number of school-age children is falling in North America, Europe and East Asia.

Student success and retention analytics, USD 1.09 billion, grow 11.8% because a university that keeps one more student for a year keeps that student’s tuition. Corporate and workforce learning analytics, USD 1.02 billion, grow fastest at 12.6% as employers measure skills rather than course completions. Assessment and test-integrity analytics, USD 885 million, grow 12.2% on online exams and proctoring. Integration, data services and consulting, USD 544 million, grow 10.0%. Product values for 2035 sum to USD 19.8 billion, 0.32% below the headline.

Who buys education and learning analytics: school districts, universities or employers?

Universities and colleges buy about 37.0% of 2025 education and learning analytics value, roughly USD 2.52 billion, Douglas Insights estimates. School districts and ministries take 33.0%, employers and training providers 30.0%.

Universities buy the most per seat because they run an LMS, a student information system, a retention tool and an assessment platform for each student at once. There were a record 264 million higher-education students worldwide, with a global gross enrolment ratio of 43%, UNESCO reported on 23 June 2025, and Douglas Insights estimates about 96 million of them sit in institutions that pay for analytics. The university share grows 11.6% a year to about USD 7.55 billion by 2035, a Douglas Insights estimate.

School districts and education ministries, USD 2.25 billion, grow 10.2% a year. US public schools enrolled 49.5 million PreK-12 students in fall 2023, the National Center for Education Statistics (NCES) said on 5 December 2024, and PowerSchool alone supports over 60 million students, its acquisition notice states. Employers and training providers, USD 2.04 billion, grow 12.1% a year as skills platforms such as Udemy Business and Docebo sell analytics to human resources teams. Buyer values for 2035 sum to USD 19.9 billion, 0.25% above the headline.

What drives education and learning analytics demand: AI tutors, platform consolidation or skills tracking?

Paid learning analytics seats rise 6.80% a year in our base case, from about 318 million in 2025 to 614 million in 2035. Three drivers add 8.20 points of gross seat growth before restraints remove 1.40 points.

AI tutors and agents inside the LMS: 3.60 points

AI assistants are the largest driver, worth 3.60 points. Instructure’s IgniteAI Agent was already used by over 30,000 educators, with worldwide availability planned by March 2026 and free use through 30 June 2026, its release of 11 December 2025 states. Google said more than 10 million US college students at over 1,000 US higher-education institutions had access to Gemini for Education, in its 8 September 2025 post. Every AI tutoring session creates interaction data that a school wants to see, so each AI rollout pulls an analytics licence behind it, a Douglas Insights estimate. OpenAI added a study mode to ChatGPT on 29 July 2025, its announcement states, and Anthropic launched Claude for Education with a learning mode on 2 April 2025, its release shows, naming Northeastern University with 50,000 users.

Platform consolidation and bundled analytics: 2.40 points

Consolidation adds 2.40 points. Coursera agreed on 17 December 2025 to buy Udemy in an all-stock deal at 0.800 Coursera shares per Udemy share, valuing the pair at about USD 2.5 billion with pro forma revenue of more than USD 1.5 billion, its merger release states, and the deal closed on 11 May 2026, Coursera’s second-quarter 2026 10-Q shows. Larger platforms bundle dashboards that small vendors sold separately, converting about 9 million seats a year from free reports to paid analytics tiers by 2030, a Douglas Insights estimate.

Skills tracking in workforce learning: 2.20 points

Skills tracking adds the last 2.20 points. Docebo’s 2025 revenue rose 11.9% to USD 242.7 million, with annual recurring revenue (ARR) of USD 238.1 million, up 8.4%, its results of 27 February 2026 show, and Udemy Business revenue grew 6% to USD 524.1 million in 2025, its results of 4 February 2026 state. Summed, 3.60 + 2.40 + 2.20 = 8.20 points, a Douglas Insights estimate; after restraints, the 6.80% seat leg multiplied by the 4.20% price leg gives the 11.29% revenue rate.

What holds back education and learning analytics: data breaches, budget cuts or falling enrolment?

Three restraints remove 1.40 points a year from learning analytics seat growth: student data breaches and privacy rules take 0.60 points, public budget cuts 0.50 points, and falling school-age enrolment 0.30 points.

Breaches are the heaviest drag. Attackers entered PowerSchool’s systems on 19 December 2024 and consumers were notified from 29 January 2025, the company’s filing with the Maine Attorney General shows, and Texas sued the company over a breach affecting more than 880,000 Texas students and teachers, the Texas Attorney General said. Districts now ask for data minimisation, shorter retention and audits before they buy analytics, which delays about 4% of new seats a year, a Douglas Insights estimate.

Budget cuts are the second drag. The US Department of Education began a reduction in force affecting nearly 50% of staff, from 4,133 workers at the inauguration to roughly 2,183, with staff placed on leave from 21 March 2025, its press release states, which slows federal data programmes that states use to fund analytics. Enrolment is the third: NCES projects US public school enrolment at 46.9 million by fall 2031, 5% below fall 2022, its Condition of Education indicator shows, so K-12 seat growth relies on deeper use per student rather than more students.

Which region buys the most education and learning analytics, and where does value grow fastest?

North America buys the most education and learning analytics value, USD 2.99 billion or 44.0% of 2025 sales. Asia Pacific grows fastest, at 14.4% a year to USD 5.49 billion by 2035, on Indian and Southeast Asian enrolment.

North America leads because almost every US and Canadian university and most large districts already pay for an LMS and a student information system, and the leading vendors, Instructure in Salt Lake City, PowerSchool in Folsom, California, and D2L in Kitchener, Ontario, are based there. It grows 9.60%, the slowest rate, because penetration is already high and school enrolment is falling. Europe, USD 1.70 billion, grows 10.8% as universities in the Netherlands, the Nordics and the United Kingdom buy retention tools, under strict data protection rules.

Asia Pacific, USD 1.43 billion, grows fastest at 14.4%. India, Indonesia and the Philippines are adding millions of higher-education students, and Australian universities are among the heaviest users of learning analytics anywhere. Latin America, USD 374 million, grows 12.4% on Brazilian and Mexican private universities, and the Middle East and Africa, USD 306 million, grows 13.0% on national platforms bought by Gulf ministries. Regional values sum to USD 7.57 billion in 2026 and USD 20.0 billion in 2035, 0.70% above the headline.

Which companies lead the education and learning analytics market, and how fragmented is it?

PowerSchool leads the education and learning analytics market with about 8.0% of 2025 value, a Douglas Insights estimate, ahead of Instructure at 6.5% and Ellucian at 4.0%. The top three hold only about 18.5%, so the field is fragmented.

D2L grew fiscal 2026 revenue 5.9% to USD 217.5 million, with subscription and support revenue up 9.8% to USD 198.4 million and ARR of USD 219.8 million, up 10%, its results of 1 April 2026 show. Instructure added enhanced analytics dashboards to Mastery and listed more than 1,100 edtech partners at its InstructureCon launch of 24 July 2025, its release states. PowerSchool has been private since Bain Capital paid USD 22.80 a share, about USD 5.6 billion of enterprise value, on 1 October 2024, the completion notice states.

Anthology filed for Chapter 11 in the US Bankruptcy Court for the Southern District of Texas on 29 September 2025, with Ellucian as stalking-horse bidder for its student, finance and human capital unit and Encoura for lifecycle engagement and student success, its release shows. Coursera, with 197 million registered learners at 31 December 2025, its 2025 results show, Microsoft, Google, Renaissance Learning, Panorama Education and EAB make up much of the rest; because most leaders are private or report analytics inside wider revenue, every share in the table is a Douglas Insights estimate.

How much does learning analytics cost per learner, and how fast do prices rise?

Learning analytics cost an average USD 21.40 per paid seat a year in 2025, Douglas Insights estimates, from about USD 6 for a K-12 dashboard to USD 48 for a corporate skills seat. Prices rise 4.20% a year.

Vendors price analytics per enrolled learner or per employee, usually as a tier on top of the platform licence. Douglas Insights puts a K-12 district dashboard at USD 4 to USD 9 per student a year, a university LMS analytics tier at USD 12 to USD 20 per student, a student success and retention platform at USD 25 to USD 40 per student, and a corporate skills analytics seat at USD 35 to USD 60 per employee. Proctoring and assessment analytics are often priced per exam, at USD 8 to USD 25, which Douglas Insights converts to seat-years.

The blended price reaches about USD 22.30 per seat in 2026 and USD 32.30 in 2035. AI features drive the 4.20% rise: vendors are moving from free assistants, such as Instructure’s IgniteAI Agent free through 30 June 2026, to paid tiers, and Douglas Insights expects AI-enabled analytics tiers to carry a 25% to 40% premium. Fierce competition in K-12, where districts negotiate multi-year contracts, holds about 1.5 points back.

Will the EU AI Act’s high-risk rules for education reshape learning analytics?

Yes, but later than planned. The EU AI Act lists AI that evaluates learning outcomes or steers learning as high-risk, and the AI Omnibus, in force from 27 July 2026, moves those obligations to 2 December 2027.

Annex III, point 3 of the AI Act covers AI systems used for admission, for evaluating learning outcomes, including when used to steer the learning process, for assessing the appropriate level of education and for monitoring prohibited behaviour during tests, the Annex III text sets out. The Commission proposed the Digital Omnibus on AI on 19 November 2025, COM(2025) 836, and the amended timetable entered into force on 27 July 2026, with Annex III obligations applying from 2 December 2027, the Commission confirms.

Douglas Insights expects European vendors to spend about 3% to 5% of EU analytics revenue on risk management, data governance, logging and human oversight before December 2027, roughly USD 57 million to USD 94 million a year at the 2026 level. Large platforms absorb that cost; small retention and proctoring vendors may exit or sell. The rule also lifts demand for audit-ready analytics, which is why Europe’s 10.8% growth rate sits above North America’s.

Which rules govern student data, from COPPA and FERPA to the EU AI Act and UK standards?

Four rule sets govern learning analytics: the US COPPA rule, with its 22 April 2026 compliance date, US FERPA for student records, the EU AI Act, and UK generative AI product standards updated on 19 January 2026.

The Federal Trade Commission’s amended Children’s Online Privacy Protection Rule was published on 22 April 2025, took effect on 23 June 2025 and required compliance by 22 April 2026, the Federal Register notice shows; it adds written retention policies and separate consent for disclosing children’s data. The Family Educational Rights and Privacy Act (FERPA) lets schools share student records with vendors only under direct control, so analytics contracts carry strict use limits.

In the United Kingdom, the Department for Education published generative AI product safety expectations on 22 January 2025 and updated them on 19 January 2026 with standards on children’s thinking skills, mental health and manipulation, its guidance page shows. The US also signed Executive Order 14277, Advancing Artificial Intelligence Education for American Youth, on 23 April 2025, creating a White House task force on AI education, the White House states.

What if AI tutoring stalls or spreads fast: how large is the education and learning analytics market in 2035?

The education and learning analytics market ends 2035 between USD 13.0 billion and USD 28.3 billion across our three cases, around a base of USD 19.8 billion. AI adoption and public budgets set most of the spread.

In the slower case more breaches like PowerSchool’s push districts to cut data collection, federal and state education budgets keep shrinking, and schools refuse to pay for AI tiers, taking 2.60 points off the seat leg and 1.80 points off price. In the faster case AI tutors become standard in every LMS by 2028 and employers tie pay to tracked skills. One extra point of yearly revenue growth adds about USD 1.86 billion to 2035 value.

Company signals bracket the base case. Docebo’s revenue grew 11.9% and Coursera’s 9% in 2025, D2L’s 5.9% in fiscal 2026 and Udemy’s was flat, their filings show; our 11.29% rate sits near the top of that range because those figures include course content and platform fees that grow slower than the analytics layer, and because AI tiers are only starting to be priced.

Douglas Exclusive: the Learning Data Trust Ledger

The Learning Data Trust Ledger is a Douglas Insights model built from 11 inputs, 4 company records and 7 government actions, listed below. It scores how much learner data buyers let vendors analyse.

The finding, a Douglas Insights estimate: the trust discount on paid seat growth peaks at 0.60 points a year in 2025 to 2027 and eases to about 0.30 points after 2028, once the 11 inputs above settle into contract terms. Buyers are not cutting analytics; they are cutting the raw data behind it, so vendors that analyse inside the institution’s own cloud win share from those that copy data out.

The ledger changes how to read AI demand. A free AI assistant creates the interaction data, but a district or university pays only once the trust conditions are met, so Douglas Insights times paid AI analytics tiers to start in earnest in 2027, after the COPPA date and before the EU’s December 2027 date.

How does the methodology turn 318 million paid seats into USD 6.81 billion?

Our methodology multiplies about 318 million paid learning analytics seats in 2025 by an average USD 21.40 a seat to reach USD 6.81 billion, then grows seats 6.80% and price 4.20% a year.

The model covers 6 products, 3 buyer groups and 5 regions, using 62 data points, 23 sourced and 39 modelled. Seats come from about 118 million K-12 students, 96 million higher-education students and 104 million employees and adult learners whose institutions pay for analytics, all Douglas Insights estimates anchored on UNESCO and NCES enrolment and on vendor disclosures. Arithmetic: 318 million x USD 21.40 = USD 6.81 billion; USD 6.81 billion x (1.068 x 1.042)^10 = USD 19.8 billion. Seats reach about 340 million in 2026 and 614 million in 2035.

Two cross-checks agree. First, the 2025 revenue of D2L, Docebo, Coursera and Udemy alone was about USD 2.01 billion, of which Douglas Insights treats roughly 12% as analytics, consistent with our total once the private leaders are added. Second, our 11.29% revenue rate sits near the top of the 0% to 11.9% growth those four companies reported, as expected for a layer that grows faster than the platforms beneath it. AI tools help draft the text and automated checks test the arithmetic and links; the Douglas Insights research desk chooses the sources, builds the model and approves publication, as our editorial standards explain.

Sources

1. Blackboard (Business Wire) Blackboard, formerly Anthology, emerges debt-free (2026)
2. Anthology (Business Wire) Anthology receives approval for sale transactions (2025)
3. Instructure Instructure delivers IgniteAI and major ecosystem updates (2025)
4. D2L D2L fourth quarter and fiscal 2026 results (2026)
5. Docebo via SEC EDGAR Docebo fourth quarter and full year 2025 results (2026)
6. Coursera via SEC EDGAR Coursera and Udemy merger announcement (2025)
7. Udemy (Business Wire) Udemy fourth quarter and full year 2025 results (2026)
8. UNESCO Record number of higher education students (2025)
9. National Center for Education Statistics NCES data show public school enrollment held steady (2024)
10. US Department of Education US Department of Education initiates reduction in force (2025)
11. Federal Register, Federal Trade Commission Children's Online Privacy Protection Rule (2025)
12. European Commission AI Omnibus enters into force (2026)
13. UK Department for Education Generative AI: product safety expectations (2026)
14. The White House Advancing Artificial Intelligence Education for American Youth (2025)

What counts in the education and learning analytics study, and what is excluded?

The education and learning analytics study counts software and services that analyse learner data for schools, universities, employers and training providers, valued at vendor revenue. Core LMS licences without analytics, content, tuition and hardware are excluded.

The study splits value by 6 products, 3 buyer groups and 5 regions: North America, Europe, Asia Pacific, Latin America and the Middle East and Africa. Game-based learning tools appear in our Gamification in Education Market report, and security for school data in our Cyber Security Market report.