A customizable AI accelerator for curriculum teams, publishers and training providers that review, align and reuse learning materials. CSE examines your documents through four lenses (quality, structure, standards and course), ties every finding to its passage and applies nothing until a person accepts it.
The issue | What CSE does | Outcome |
|---|---|---|
Quality issues survive a manual read | Audits for contradictions, missing references, logical flow and more, each finding tied to its passage | A consistent review, with the evidence attached |
Standards alignment is a spreadsheet of ticks | Checks content against every benchmark and cites the passage and page that meets each one | Alignment you can defend |
Gaps are listed but not fixed | Drafts content for any gap in the document's own style, as a proposal for review | Gaps closed, not just listed |
Structure has drifted | Shows the current outline beside a proposed one, with changes marked | A structure that reflects the teaching sequence |
Course design starts from scratch | Generates chapters, topics and lessons with links back to the source | One source, reused across formats |
Lessons don't fit the time available | Condenses a lesson sequence and records what was removed or combined | Timetables respected, prerequisites kept |
Upload a document once (PDF, Word, Markdown or plain text). It’s indexed, and every analysis reads that index, so switching lenses means no waiting and no re-uploading.
Run seven checks: contradictions, missing references, redundancy, logical flow, argumentation, insufficient information, and conflicts with reference sources you attach. Each finding has a severity, the exact passage and an explanation, and opens in a reading view with the passage highlighted.
See the current outline beside a proposed one, with added, modified and removed sections marked. An overall assessment and a plain-language summary explain what changes. Select the changes you want, and they join a shared review queue.
The document is checked against every benchmark saved for a chosen grade or level. Covered benchmarks come with the passage and page that address them. Gaps come with an explanation of what’s missing, and the AI can draft content for any gap, or all of them, in the document’s own style, as a proposal.
CSE generates a course title, description and an explanation of how the material is organised. It splits the content into chapters, topics and lessons, each with key concepts and a link back to the source.
Upload once. Audit, Structure, Compliance and Course all read it.
Upload standards as PDF, Word, an image or text. Every benchmark is extracted with its code, level and description, reviewed as a draft before it’s saved, and editable later.
Edits from Structure and Compliance are applied together. Nothing is written until you accept it. Export to Word.
Fits lessons into the time you have, validated against seven criteria, including three-dimensional learning, sensemaking and prerequisites. A quality gate keeps crosscutting concepts, practices and the storyline intact. Every cut is logged. You get the condensed plan, teacher slides with notes, the student edition, handouts, and a log of what was removed or combined.
CSE is an accelerator, not a boxed product. We start from a working foundation and shape it around your content, standards and review process.
CSE is an accelerator, not a boxed product. We start from a working foundation and shape it around your content, standards and review process.
We review your materials, formats and how review works today.
Your standards library and review criteria are configured to match the frameworks you follow.
CSE is fitted to your document sources and the formats your reviewers and publishers need.
Your team reviews real output on your own content before wider rollout.
EdTech systems knowledge, built into the way we deliver. CSE comes from a team that works on EdTech and enterprise learning every day. Here is what that changes in how it’s built and adapted to your organization.
We see eLearning ecosystems as a whole: integrations, compliance, procurement, accessibility, assessment logic, analytics and your existing stack.
Team with 6+ years of experience checks feasibility, maps where AI helps a learning workflow, tests the architecture and collects analytics that show whether it’s worth taking further.
Working prototype, ready components, your platform stays. The solution adapts to your current tech stack.
We can implement non-standard rules, complex integrations, specific approval processes and content requirements.
CSE is an AI workspace that turns a finished draft into content that is correct, well organised and aligned to the standards it must meet. A document is indexed once, then examined through four lenses: Audit for quality, Structure for organisation, Compliance for standards coverage and Course for turning material into a curriculum.
No. The AI proposes, and you review, edit or reject. Changes from Structure and Compliance are applied together, shown for review, and written only when you accept them.
CSE doesn’t ship with a fixed framework. It audits against whatever your team loads into its standards library, from state and national frameworks (NGSS, Common Core) to IB, Cambridge and awarding-body specifications, institutional outcomes, accreditation criteria and corporate competency models. The same workflow applies to any requirement that can be written as a list of statements.
Upload a standards document as PDF, Word, an image or text. CSE extracts every benchmark with its code, level and description. You review the list as a draft before it’s saved, and you can edit or delete any benchmark later, so the library reflects the version your organisation actually follows.
Each benchmark result names the passage and page that meet it, or explains what is missing. Benchmarks are grouped by grade or level, and a check runs against every benchmark of the level you choose. That’s the evidence you can show in an internal sign-off or an external review.
Seven things: contradictions, missing references, redundancy, logical flow, argumentation, insufficient information, and conflicts with reference sources you attach. You choose which checks to run and over which pages. Each finding carries a severity, the exact passage and an explanation, and opens in a reading view with the passage highlighted.
CSE explains what is missing. For any gap, or all gaps at once, the AI drafts content in the document’s own style and presents it as a proposal. You review it before it joins the document.
It shows the current outline side by side with a proposed one, with added, modified and removed sections marked. An overall assessment and a plain-language summary explain what the restructuring changes. You select the changes you want, and they join the shared review queue.
The Course lens generates a course title, description and an explanation of how the material is organised. It then splits the content into chapters, topics and lessons, each with key concepts and a link back to the source.
It fits a run of lessons into the days and minutes available and validates the shorter version against seven criteria: storyline, three-dimensional learning, objectives, sensemaking, prerequisites for later lessons, assessment opportunities and learner supports. A quality gate checks that crosscutting concepts, practices, concept links, the conclusion and the storyline survive, and a plan that fails is regenerated. A log records what was removed or combined and what must not be removed.
Upload PDF, Word, Markdown or plain text. The document is indexed once and reused by every lens, so switching between analyses means no re-uploading or re-processing. Documents, reports and lesson materials export to Word.
No. CSE is a customizable AI accelerator that Aristek Systems shapes around your content, standards and review process.
