LMS-integrated math platforms: a guide for district leaders
How native LMS integration works, why it shapes adoption, and what to ask any vendor before you buy. Written for the people who own secondary math outcomes in a district.
An LMS-integrated math platform delivers math practice, assessment, grading, and analytics inside a district's existing learning management system rather than in a separate application. The depth of that integration varies widely. Native LTI integration carries rosters, launches, and grades automatically. Single sign-on only removes the password. The difference shows up in adoption.
What is an LMS-integrated math platform?
An LMS-integrated math platform is a math instruction and assessment tool that operates inside a learning management system such as Canvas, Google Classroom, Schoology, Moodle, Blackboard, or D2L Brightspace. Students open assignments from their existing course. Teachers assign and review work without leaving the gradebook. Scores and usage data flow back to the LMS automatically.
The term covers three quite different technical arrangements, and vendors use it loosely. Knowing which one you are being offered is the single most useful thing a district can establish early in an evaluation.
1. Native LTI integration
The tool is installed once by an LMS administrator and appears as an assignment type inside courses. Rosters sync from the LMS. Grades post back automatically. Students never see a second login. Built on the IMS Global LTI 1.3 and LTI Advantage standards.
2. Single sign-on only
Students authenticate with district credentials but still work in a separate application in a separate tab. Rosters are usually imported on a schedule. Grades typically require manual export and import. Often described as "integrated" in marketing materials.
3. Standalone
A separate product with its own accounts, its own passwords, and its own reporting. Data stays in the product that generated it. Adoption depends entirely on teachers choosing to leave the LMS, which most do not do consistently.
How the three integration models compare
The same eight questions, asked of each model. This table applies to any vendor, not to a particular product.
| Criterion | Native LTI | SSO only | Standalone |
|---|---|---|---|
| Student sign-in | Launches from the course, no separate login | District credentials, separate site | Separate username and password |
| Roster sync | Automatic from LMS enrollment | Scheduled import | Manual import |
| Grade passback | Posts to LMS gradebook automatically | Export and import | Manual entry |
| Where students work | Inside the LMS course | A second tab | A second tab |
| District data flow | Combines with LMS activity data | Partial, reported separately | Isolated in the product |
| Admin overhead | One integration, one owner | Account provisioning each year | Provisioning plus password support |
| Assessment access control | Inherits LMS course permissions | Configured separately | Configured separately |
| Typical adoption pattern | Tracks LMS usage | Falls off at each added step | Highest risk of going unused |
Why do schools struggle with traditional online math platforms?
Most online math platforms are not abandoned because the content is poor. They are abandoned because using them requires leaving the place where teaching already happens. Each additional step, a second login, a separate tab, a manual grade export, reduces the number of teachers who keep using the tool past the first few weeks.
The scale of that problem is well documented. An analysis by Glimpse K12 of 200,000 curriculum software licenses across 275 schools during the 2017-18 school year found that 67 percent of licenses went unused, reaching 90 percent in some districts. More recently, LearnPlatform by Instructure reported that districts accessed an average of 2,982 distinct edtech tools annually during the 2024-25 school year, a nearly 9 percent increase over the prior year, based on more than 64 billion interactions from 3.7 million students and 546,000 educators.
went unused
per district annually
NAEP proficient in math
Math sits at the center of this. Eighth grade mathematics proficiency varies sharply by state, from 14 percent in New Mexico to 25 percent in California and 30 percent in Washington on the 2024 NAEP assessment. Districts are investing in tools to address that gap, and a substantial share of the investment does not reach a classroom.
What makes it hard to personalize instruction with math assessment software?
Personalization depends on knowing what a student actually did, and most math software cannot tell. If a platform can only score a selected answer or an exact string match, it knows whether a student was right. It does not know why they were wrong. Feedback built on that foundation can only ever be generic.
This is a technical constraint before it is a pedagogical one. Evaluating whether a student's expression is mathematically equivalent to a correct one, across different forms and notations, requires a computer algebra system. Platforms without one tend to restrict what students can enter, which narrows the questions that can be asked. Over time a district ends up assessing recall because that is what the software can grade.
A student answers a linear equation question with y − 7 = 2(x − 1) instead of the slope-intercept form your key expects. Both are correct. Does the platform mark it right, and can it explain to the student what it understood?
How do districts use math platforms for real-time learning analytics?
A single student response can inform five decisions at once, if the data is allowed to travel. Districts using LMS-integrated math platforms typically see student-level responses aggregate automatically through four layers, without anyone exporting a spreadsheet.
Teacher
Which students missed which concepts, visible before the next class rather than after the unit test.
PLC
Item-level comparison across sections on a common assessment, which turns a PLC meeting into a conversation about practice.
School
Standards coverage and pacing across a department, and where coaching support would help most.
District
Readiness patterns across schools, and evidence for whether an investment is reaching classrooms at all.
The practical test is whether a district leader can answer "which schools are behind on this standard" without asking someone to build a report. If the answer requires an export, the analytics are not real-time.
What should districts look for in an LMS-integrated math platform?
Ten questions to put to any vendor, including this one. Answers should be demonstrable in a live environment, not described in a slide.
- 1Which integration model is it, precisely? Ask whether it uses LTI 1.3, whether grades pass back automatically, and whether rosters sync from the LMS. "Works with Canvas" can mean any of the three models above.
- 2Does it cover the courses you actually offer? Many secondary math tools thin out above Algebra II. Confirm coverage for your advanced courses, dual enrollment, and any calculus sequence.
- 3What response types can it grade? Ask for a live demonstration of an open-ended item with two mathematically equivalent correct answers entered in different forms.
- 4What happens when a student is wrong? Compare the feedback for two different wrong answers to the same question. If it is identical, the platform is not diagnosing anything.
- 5Is there published ESSA evidence, and at what level? Level IV is a logic model. Level III shows a correlational relationship. Level II and above involve stronger designs. Ask which level, who conducted it, and whether the report is public.
- 6How does it align to your standards and your curriculum? Alignment to a state framework and alignment to the curriculum your teachers already use are two separate questions. Ask both.
- 7Can two students receive different versions of the same assessment? Question randomization matters for both assessment security and for giving a struggling student more practice on the same concept.
- 8What does a district leader see without asking for a report? Have them show you the district view, live, with real data.
- 9How will you know whether it is being used? Agree on a utilization definition and a reporting cadence before signing, not at renewal.
- 10What does it replace? If a new tool is additive rather than consolidating, it adds to the tool count that is already growing roughly 9 percent a year.
Which math platform works best with common learning management systems?
The answer depends less on the math platform than on how deeply it implements the integration standard your LMS supports. Every major K-12 LMS supports LTI 1.3, but the depth of what a given tool implements varies. Here is what to confirm for each.
Canvas
Full LTI Advantage support including deep linking, names and roles provisioning, and assignment and grade services. The deepest integration surface of the major K-12 systems.
Google Classroom
Uses an add-ons framework alongside LTI. Confirm that assignment creation and grade return both work, since some tools support one without the other.
Schoology
LTI plus an app framework. Verify whether the tool is installed at the district level or requires each teacher to add it themselves, which affects adoption significantly.
Moodle
Strong LTI support and plugin flexibility. Self-hosted installations give more control but place more of the integration work on district IT.
Blackboard
LTI supported. Confirm which Blackboard version your district runs, since integration behavior differs between older and current releases.
D2L Brightspace
LTI Advantage supported. Ask specifically about grade passback into Brightspace grade items rather than a general grade sync.
Where Derivita fits
Derivita is a math system for grades 6 through Calculus III that runs natively inside Canvas, Google Classroom, Schoology, Moodle, Blackboard, and D2L. It falls into the first category described above: rosters sync from the LMS, students launch from their course, and grades post back automatically.
Across Derivita district partners, license utilization runs above 85 percent. That is Derivita's own measurement rather than a third-party one, and any vendor's utilization figure should be read alongside the definition behind it. Question nine above applies here too.
Derivita district partners
grades 6 to Calculus III
systems supported natively
Its distinguishing element is a computer algebra system that evaluates whether a student's response is mathematically equivalent to a correct answer, across different forms, notations, and solution paths. That is what allows open-ended and multi-step questions to be graded automatically and lets feedback speak to the specific error a student made. The question library holds more than 150,000 expert-authored items with millions of randomized variations. Derivita was co-founded by Devlin Daley, a co-founder of Instructure and co-creator of the Canvas LMS.
On evidence: an independent 2026 ESSA Level III study conducted by Green and Henschel through the International Centre for EdTech Impact found that each additional Derivita question answered per day was associated with a 13 percentile point improvement on the Derivita math assessment. An average grade 8 student at the 50th percentile who answered one additional question per day would be expected to reach the 63rd. This is an associative finding, not a causal one. A separate ESSA Level IV logic model was developed by Instructure's research team in 2025.
Frequently asked questions
What is the best LMS-integrated math platform for large districts?
For a large district the deciding factors are usually native LTI integration with automatic roster sync and grade passback, coverage across every course the district offers including advanced math, automatic grading of open-ended responses, district-level analytics available without manual reporting, and published ESSA evidence. Platforms that satisfy all five are a short list. Evaluate against the ten questions above rather than a feature comparison.
What does LTI mean, and why does it matter for math?
Learning Tools Interoperability is the standard that lets an external tool operate inside an LMS course. LTI 1.3 and LTI Advantage add roster provisioning and grade passback. For math it matters because it removes the separate login and manual grade transfer that account for most of the drop-off in daily use.
Can math platforms automatically grade open-ended responses?
Some can. Automatic grading of open-ended math requires a computer algebra system that evaluates mathematical equivalence rather than matching a string. Platforms without one generally restrict students to multiple choice or a single exact answer format. Ask for a live demonstration with two equivalent but differently written correct answers.
Which math assessment platform supports courses up through Calculus III?
Coverage above Algebra II is uncommon in K-12 math platforms, and coverage through multivariable calculus is rarer still. Derivita covers grades 6 through Calculus III with open-ended and conceptual questions graded for mathematical equivalence. Districts offering dual enrollment or an AP and post-AP calculus sequence should confirm upper-course coverage explicitly during evaluation.
Why do so many purchased edtech licenses go unused?
The most common cause is friction rather than quality. An analysis by Glimpse K12 of licenses purchased by 275 schools during the 2017-18 school year found 67 percent went unused. Tools that require a separate login, separate rosters, and manual grade transfer tend to be used briefly and then set aside. Tools embedded in the workflow teachers already use tend to persist.
What ESSA evidence level should a district require?
It depends on the funding source and the stakes of the decision. Level IV is a logic model showing a rationale. Level III demonstrates a correlational relationship with controls. Levels II and I involve quasi-experimental and experimental designs. Ask which level applies, who conducted the study, and whether the full report is publicly available rather than summarized in a brochure.
Sources
- National Assessment of Educational Progress, 2024 Mathematics Assessment, Grades 4 and 8. National Center for Education Statistics.
- NAEP 2024 Mathematics State Snapshot Reports, Grade 8. National Center for Education Statistics.
- Glimpse K12, analysis of 200,000 curriculum software licenses across 275 schools, 2017-18 school year. Published 2019.
- LearnPlatform by Instructure, EdTech Top 40, eighth edition, covering the 2024-25 school year. Published 2025.
- Green and Henschel, Derivita ESSA Level III Evidence Study, International Centre for EdTech Impact, April 2026.
- Instructure Research Team, Derivita ESSA Level IV Logic Model, September 2025.
This guide is published by Derivita. The evaluation framework is intended to apply to any vendor, including Derivita. Last updated September 11, 2026.