Carnegie Learning
Makes adaptive math software (MATHia) and print curriculum for K-12 schools.
The call
Carnegie Learning sits behind the same procurement walls as its rivals but is shrinking inside them while its PE owner weighs a sale.
Carnegie Learning makes AI-powered math tutoring software used in schools. It has real protection from quick copying because states approve and adopt its products slowly, and independent evaluators have validated it, which keeps out casual competitors. However, three larger companies (McGraw-Hill with ALEKS, Discovery Education with DreamBox, and Curriculum Associates with i-Ready) have the same protections plus more money and resources, and Carnegie Learning is shrinking internally (losing employees and job postings while web traffic drops), which suggests it is losing ground to them even within its protected market. The private equity owner has already tried to sell it once without success, so the next few quarters will show whether they are investing to grow the company or just harvesting profits before another sale attempt, and whether Carnegie Learning can win new state adoptions.
Why
01
AI pressure: Khanmigo and ChatGPT-based tutors, plus Carnegie Mellon's own Learnvia. LLM tutors are not yet cleared for state math procurement, but if they clear EdReports at scale in 2-3 years, the protection weakens fast. Could AI do the core job? Only partly.
02
Bigger players: McGraw-Hill (ALEKS), Curriculum Associates (i-Ready), Discovery Education (DreamBox). These rivals have deeper pockets and compete on the same procurement-approved turf, and headcount and traffic data suggest Carnegie Learning is losing ground to them. Could a giant copy it? Probably.
03
What protects it. EdReports certification, RAND efficacy studies, and multi-year state textbook adoption cycles make switching costly and slow for districts.
What would change this call
Carnegie Learning headcount or active job postings shrink another 10%+ within 2-3 quarters. Would show accelerating cost-cutting and further loss of ground to rivals.
Madison Dearborn launches a new sale process or completes a sale of Carnegie Learning. Would show the owner is exiting rather than investing in growth.
Carnegie Learning wins or loses a large state math adoption RFP against i-Ready, ALEKS, or DreamBox in 2026-2027. Would directly show whether it is gaining or losing share in its protected market.
Madison Dearborn launches a new sale process or completes a sale of Carnegie Learning. Would show the owner is exiting rather than investing in growth.
Carnegie Learning wins or loses a large state math adoption RFP against i-Ready, ALEKS, or DreamBox in 2026-2027. Would directly show whether it is gaining or losing share in its protected market.
Key numbers
- Headcount down 16% year over year to 794
- Web traffic fell 18% quarter over quarter
- Shopped for sale at $15-20M EBITDA, no exit
Named risks
- PE owner Madison Dearborn may restart a sale process or margin-harvest exit within its hold period.
- Headcount decline of 16% YoY and 52.6% drop in job postings signal contraction, not growth.
- Revenue undisclosed with third-party estimates conflicting by up to 4x, limiting outside verification.
- Federal education funding disruptions could affect grant-dependent R&D and district budgets.
- LLM-based tutors could erode differentiation if they clear EdReports/state procurement bars within 2-3 years.
Rivals, as read in July 2026
| Rival | Direction | Evidence |
|---|---|---|
| i-Ready (Curriculum Associates) | losing to | Called market leader in diagnostic-to-instruction pipelines as of 2026-03-20 |
| DreamBox Math (Discovery Education) | losing to | Reaches ~6M students vs Carnegie's 5.5M claimed reach, acquired by Discovery Oct 2023 |
| ALEKS (McGraw-Hill) | contesting | Comparable mastery-based adaptive math product spanning K-12 through higher ed, 2026-05-31 |
| Khanmigo (Khan Academy) | gaining on | Generic LLM tutor entering adjacent K-12 AI-tutoring space, cited 2026-05-31 |
| Learnvia (CMU-backed) | contesting | Expanded to 41+ colleges by 2026-07-15, targeting 100+ by fall 2026, adjacent higher-ed math |
Questions people ask
- Is Carnegie Learning profitable in 2026?
- Carnegie Learning does not disclose audited financials. A 2024 sale-marketing process led by Macquarie valued the company at $15M to $20M EBITDA, per a January 25, 2024 report, and CEO Barry Malkin has not confirmed profitability publicly since.
- Who owns Carnegie Learning?
- Madison Dearborn Partners has held a majority stake in Carnegie Learning since acquiring it from CIP Capital in October 2020. As of a January 2024 report, MDP remained the owner and CEO Barry Malkin said MDP was 'in no hurry to sell.'
- Is Carnegie Learning laying off employees?
- No formal WARN filing has been identified for Carnegie Learning, but headcount fell about 16.4% year over year to roughly 794 employees by December 2025, per Revelio Labs, and active job postings dropped 52.6% in 2025 to just 7.
- Could AI replace Carnegie Learning's MATHia platform?
- MATHia's moat rests on decades of proprietary student-response data, EdReports 'all-green' curriculum certification, and state adoption cycles, which slow raw LLM tutor displacement near-term, though generic AI tutors like Khanmigo pressure standalone adaptive-practice products longer-term.
- Is Carnegie Learning being sold?
- Carnegie Learning was shopped in a 2023-2024 sale process led by Macquarie on a $15M to $20M EBITDA basis, but as of January 25, 2024, owner Madison Dearborn Partners had not completed a sale and said it was 'in no hurry.'
- Who is Carnegie Learning's biggest competitor?
- i-Ready, made by Curriculum Associates, is described in a March 20, 2026 competitive-landscape report as the market leader in diagnostic-to-instruction pipelines, while DreamBox Math, owned by Discovery Education since October 2023, reportedly serves about 6 million students.
Timeline
- 2026-07-15CMU expands Learnvia AI courseware collaborative to military colleges
- 2026-07-08Crustdata reports 779 employees, down from 888 peak in Oct 2024
- 2026-06Carnegie Learning wins 2026 EdTech Breakthrough Award for MATHia Adventure
- 2026-01-30Carnegie Mellon launches Learnvia AI courseware nonprofit with $55M Gates funding
- 2025-12Revelio Labs reports 794 employees, down 16.4% year over year
- 2025-10-22Carnegie Learning wins CODiE Awards for MATHia and Patterns
- 2024-10Carnegie Learning opens Canadian office in St. John's, Newfoundland
- 2024-01-25Report confirms MDP ownership and prior $15-20M EBITDA sale marketing process
- 2020-10-22Madison Dearborn Partners acquires majority stake from CIP Capital
- 2011Apollo Group acquires Carnegie Learning for $75M
Revision history
22 July 2026
First assessed. Losing its protection. The text above is fixed as of this date and is not edited afterwards.
In the same band
Sources
- Carnegie Learning
- Leading AI Education Technology Provider Carnegie Learning Announces Strategic Growth Investment From Madison (2020-10-22)
- Carnegie Learning selective on K-12 buys (2024-01-25)
- Carnegie Learning Wins CODiE Awards for MATHia® and Patterns (2025-10-22)
- Carnegie Learning Company Profile
- Revenue, Competitors, Alternatives (2022-04-16)
- Carnegie Learning Revenue 2023 (2023-11-30)
- Carnegie Learning Number of Employees 2026 (2026-06-29)
- Carnegie Learning - Headcount, Funding & Open Jobs (2026-07-08)
- Carnegie Institution for Science Lays Off 15 Workers (2026-06-29)
- AI-Powered Math Supplement for Grades 6-12
- Carnegie Learning press room (2026-07-14)