It's easy for a product page to list features that are really "coming soon" dressed up as shipped. We went through our own homepage and cut it down to exactly what's true: 5 modules, all live in the beta today. Here's what each one is actually for, and why it exists.
AI Lesson Planner is the module Muallim was originally built around โ the dread of a blank lesson-plan template on a Sunday night is the single biggest complaint teachers raise about weekly planning, and this module exists specifically to remove that first blank-page moment. It generates a structured, SLO-based plan scoped to your board, not a generic template.
AI Worksheet Builder solves a smaller but real annoyance: building a worksheet by hand means writing questions and then separately working out the answer key. Teachers consistently describe the answer-key step as the part they resent doing twice โ so the answer key is generated together with the worksheet, not as an afterthought.
AI Quiz & Assessment exists because a worksheet and a formally marked quiz are genuinely different jobs. Manually assigning and re-adding up marks across a mixed-question quiz eats a teacher's evening for no pedagogical benefit โ so marks are auto-totalled per question and overall, and the output is grade-ready, not just a list of questions still waiting to be marked up by hand.
Content History & Reuse is the connective layer, and honestly the one we think matters most for whether Muallim earns a second week of use rather than just a first try. Losing track of what was generated last month, or retyping the same class, subject, and topic for the third time in a week, is exactly the low-grade friction that makes a tool feel like extra admin work instead of less โ so every generation is saved automatically, and a topic can move from lesson plan to worksheet to quiz without retyping anything.
School Admin Dashboard is for schools rather than solo teachers โ inviting staff, assigning classes and subjects, uploading a logo for branded PDFs, and managing billing, all scoped strictly to one school's own data.
The five aren't five separate tools that happen to share a login โ they're built to be used in sequence. A teacher opens the Lesson Planner on a Sunday night for Monday's chapter, generates the plan, then starts a worksheet on the same topic straight from that plan's page in History without retyping the board, class, subject, or chapter. By Wednesday, the same topic becomes a quiz, still without re-entering anything that was already typed once. That chain โ plan it, practice it, test it โ is the actual point of building all three generators on top of one shared History, rather than as three disconnected products.
None of the five modules requires talking to a salesperson or filling in a "request a demo" form to try. Sign up, and the Lesson Planner, Worksheet Builder, and Quiz & Assessment are open immediately on a pooled Free-tier generation limit โ capped by usage, not locked behind a paywall or a waitlist. A school that wants the Admin Dashboard to bring on more than one teacher does that from inside the same account, not a separate sales process.
It's also worth being explicit about who these 5 modules are built for, since that shapes every design decision on this list: teachers and school admins, specifically โ not students, and not a general-purpose classroom app trying to serve every role in a school at once. A worksheet or quiz Muallim generates is content a teacher reviews and hands out; it isn't a student-facing app a child logs into directly. That narrower scope is deliberate, not a gap waiting to be filled.
Everything else โ an Exam Paper Generator, a Presentation Builder, Parent Communication messaging, and a handful of add-on packs โ is genuinely on the roadmap, not live yet. We'd rather have a shorter, accurate features page than a longer one that oversells what you'll find when you sign up. See the full breakdown, including what's next, on the Features page.
One more thing worth being explicit about: "live in the beta" means a module works and is usable today, not that it's finished changing. Beta, here, isn't a marketing label to soften expectations โ it means the interface, the output format, and even parts of how each module is scoped are still open to change based on what teachers using it actually report back, the same feedback loop covered in a separate post on this Journal.
Worth repeating for anyone skimming: this list describes what's live today, in this specific beta period, not a permanent ceiling on what Muallim will eventually do. It's just that the honest way to describe a product mid-beta is by what actually works right now, not by where it's headed.