Appreso.

Product Sheet

A factual reference for the Appreso private beta. The sections below describe what the app does today and what it does not do. For pricing, account, and data terms, the authoritative sources are the Terms and Privacy Policy. Information on this page is current as of May 2026; features, limits, and availability may change without notice during the beta.

When Appreso is and is not a fit

Appreso may be useful when

  • You want to turn your own notes, excerpts, or screenshots into recall practice questions.
  • You want a draft of practice cards rather than building each one by hand.
  • You want to be asked questions by meaning rather than by exact-string matching.
  • You want to practise by typing, by tapping, or by speaking when it is safe and appropriate to speak.

Appreso is not a fit when

  • You need to upload PDFs, web pages, email, slide decks, audio, or video as sources.
  • You need research with citations tied to original sources.
  • You need a public API, webhooks, or integrations with other tools.
  • You need classroom rosters, family dashboards, or guardian-managed accounts.
  • You need reliable offline use.
  • You want to study while driving, cycling in traffic, or doing anything that requires high vigilance.

Generated cards and grading can be wrong. Verify medical, legal, financial, safety, employment, compliance, or public-policy content against a primary source before relying on it.

Inputs Appreso accepts

Shipped means the feature is live in the current private beta. Unsupported means the feature does not exist in Appreso today; the row exists to make that explicit. Nothing on this page is a forward-looking promise about features that may or may not be built.

InputStatusWhat this meansWhat to know
Typed topic or questionShippedType a topic or question into the composer. Appreso drafts proposed cards from it.This is a card-generation interface, not a chat tutor or a research workspace.
Pasted notes or excerptsShippedPaste lecture notes, meeting notes, article excerpts, or short lists into the Inbox composer. Appreso drafts cards from the text.Use focused excerpts rather than entire documents.
Voice capture in the InboxShippedRecord a spoken thought. Appreso transcribes it and you can insert or send the transcript. This is for capture only; it is not the Talk practice mode.Requires microphone access and a network connection.
Photo or screenshot attachmentShippedAttach an image or paste an image into the composer. Appreso sends the image with any accompanying text and drafts cards from it.Single-image capture only. Image interpretation can misread handwriting, abbreviations, arrows, and cramped notation.
PDF, web URL, email, slide deck, audio file, or video linkUnsupportedThere is no direct importer for these inputs.Paste the relevant excerpt or attach a screenshot instead.

Outputs and practice modes

FeatureStatusWhat this meansWhat to know
Proposed cardsShippedGeneration returns proposed cards. Each card has a question, a reference answer, rubric notes on what a good answer should include, time estimates, optional follow-ups, and optional Tap-mode multiple-choice answers when the question naturally compresses to a short answer.Cards are proposed, not automatically trusted. You can save, drop, refine, or archive them. Generated cards can be wrong; verify anything that matters before relying on it.
Meaning-based gradingShippedType and Talk practice grade whether your answer captures the meaning of the card, rather than checking exact text. Grading returns pass/fail per rubric criterion, a summary, and sometimes a hint.Grading uses AI and can be wrong. Inspect grading whenever the card covers material where the answer matters.
Tap-mode multiple choiceShippedWhen a card supports a short multiple-choice answer, Tap mode shows the options. Cards that need explanation or synthesis are not Tap-eligible.Not every card has a Tap option.
Talk-mode spoken-answer practiceShippedTalk asks a due card aloud, listens for your answer, grades it, and gives feedback. Do not use Talk while driving, cycling in traffic, operating equipment, crossing roads, or in any situation that requires high vigilance.Requires microphone access and a network connection. Talk is not an open-ended voice tutor.
Type-mode keyboard practiceShippedType lets you answer a card with a keyboard or on-screen keyboard. It uses the same meaning-based grading as Talk.Type is for recall answers to saved cards, not for arbitrary essay grading.
Spaced reviewShippedSaved cards carry spaced-repetition state. Passing a review increases the interval; missing a review resets the streak and schedules the card sooner.Spaced review schedules what to show next. It is not a guarantee of retention.
Progress viewShippedProgress shows today's review count against a daily goal of 10, weekly review history, active-card count, and memory stages (learning, recently recalled, building, established).Personal-account view only. No classroom analytics, team reporting, or shared dashboards.
JSON data exportShippedSettings → Export downloads a JSON file. The export currently includes the following data categories: flashcards, study sessions, card creation history, conversations, quiz results, feedback, voice reports, daily logs, legal acceptances, consent history, current consent state, region history, and telemetry events.JSON is the only export format. There is no export to other flashcard tools, CSV, or Markdown today.
Card archiveShippedSaved cards can be archived from the Cards view. Archived cards stop appearing in practice.Saved cards cannot currently be edited. To change a saved card, archive it and create a new one.
Offline useUnsupportedCard generation, grading, sync, account access, and voice features all require a network connection.Practice cannot be done offline today.
Public deck sharing, classroom rosters, assignments, family or guardian dashboards, classroom analyticsUnsupportedThese are not part of Appreso.Appreso is a personal-account product. There are no managed-child, classroom, or family features.
Public API, webhooks, MCP server, or third-party integrationsUnsupportedThere is no public API, webhook platform, MCP server, or third-party integration surface.Appreso is a closed-beta web app today.
Research mode with citations to current sourcesUnsupportedAppreso does not currently generate questions from researched, current sources with citations.If accurate, citation-backed answers tied to a source library are central to your work, a different tool is a better fit.

Where you can use it

ContextStatusWhat worksWhat to know
Desktop or laptop keyboard sessionShippedType mode is the precise path for laptop or desktop use.Appreso is not a code runner, proof checker, or long-form essay tutor.
Stationary mobile use (seated, waiting, passenger transit)ShippedTap and Type work when you are seated, stationary, and able to look at the screen.Tap is only available on cards that have multiple-choice data.
Hands-free spoken practice (Talk mode)ShippedTalk mode supports spoken-answer practice when speaking aloud is appropriate and safe.Do not use Appreso while driving, cycling in traffic, operating equipment, crossing roads, or in any situation that requires high vigilance. Appreso is not a driving companion or a tool for safety-critical multitasking. Talk also requires microphone access and a network connection.
Offline use (flights, low-signal travel)UnsupportedGeneration, grading, voice, sync, and account access all need connectivity.Appreso cannot be used offline today.

The capture-to-practice loop

  1. Capture.Submit text, a voice capture, or a single image from the Inbox composer.
  2. Draft cards.Appreso writes proposed cards, each with a question, reference answer, rubric notes, time estimates, optional follow-ups, and Tap options when the answer is short enough to be multiple choice.
  3. Curate.Save individual cards, save the whole entry, drop a card, refine a card, or archive the entry. Saved cards cannot currently be edited; archive and recreate if needed.
  4. Practise.Practice brings back saved cards that are due and have not yet been practised today.
  5. Schedule.Passing a card increases its interval; missing it resets the streak and returns the card sooner.

What you see in each view

ViewPurposeWhat you can do
InboxCapture something to learn and review the draft cards Appreso writes.Type or paste text, record a voice capture, attach or paste an image, submit, wait for cards, save or drop individual cards, refine cards, save the whole entry, or archive the entry.
CardsShow your saved cards.Read each card's question and reference answer, and archive cards.
PracticeRun active-recall sessions on due cards.Choose Talk, Type, or Tap when a card is eligible; answer a due card; see a grade and feedback; continue until today's due set is done.
ProgressShow review activity and memory state for the current account.See today's graded count, the daily goal of 10, weekly review activity, active-card count, and memory-stage distribution.
SettingsManage account, legal acceptances, consents, region, export, and deletion.View your email, accepted Terms and Privacy versions, change country, toggle the four consents (AI improvement, research invitations, product updates, automated experience capture), download a JSON export, and request account deletion.

One example

Source excerpt.“A heat pump can deliver around three units of heat for every unit of electricity because it moves heat rather than creating it directly.”

Generated question. Why can a heat pump deliver more heat energy than the electrical energy it consumes?

Reference answer. It moves existing heat rather than converting electricity directly into heat. The electricity drives the compressor and refrigerant cycle.

Cards are intended to be answerable in isolation and to test one piece of knowledge at a time. Generated cards can be wrong; review each card before saving.

Practical questions

What does Appreso cost?

Appreso is in private beta and is free to use during the beta. The Terms state that when paid tiers launch, Appreso will provide notice and disclose pricing, billing, renewal, and refund terms before any charges apply. See the Terms for the current language.

Who can use Appreso?

Appreso is for adults aged 18 and over. The waitlist asks you to confirm your age. Appreso does not provide child accounts, parent dashboards, classroom rosters, or family controls. The Privacy Policy states that Appreso does not knowingly collect data from anyone under 18.

Can I upload PDFs, web pages, email, slide decks, or audio?

No direct importer exists today. Paste the relevant excerpt or attach a screenshot of the page or section you want cards from.

Does Appreso grade by exact wording?

No. Type and Talk grade whether your answer captures the meaning and key points of the card. Tap is multiple choice when a card supports it.

Can generated cards or grading be wrong?

Yes. Card generation and grading use AI and can produce incorrect, incomplete, or misleading output. Inspect generated cards. Verify anything where the answer matters, including medical, legal, financial, safety, employment, compliance, or public-policy content.

Can I use Appreso while driving, cycling, or operating equipment?

No. Do not use Appreso while driving, cycling in traffic, operating equipment, crossing roads, supervising hazards, or in any other situation where attention lapses could cause harm.

Can I export my data?

Yes. Settings → Export downloads a JSON file with the data categories listed in the outputs table above. There is no export to other flashcard tools, CSV, or Markdown today.

Can I delete my account?

Yes. Settings → Delete account marks your account for deletion. The Privacy Policy states that account data is queued for deletion within 30 days of the request. During the beta, portions of the deletion workflow may be performed manually. For questions about a specific deletion, email privacy@tumbric.com.

Is Appreso available offline?

No. Generation, grading, sync, account access, and voice features all require a network connection.

Does Appreso have a public API, webhooks, or an MCP server?

No. Appreso is a closed-beta web app with no public integration surface today.

Data controls and what to expect

Controls that exist today

  • Download a JSON export of your data from Settings. The export currently includes flashcards, study sessions, card creation history, conversations, quiz results, feedback, voice reports, daily logs, legal acceptances, consent history, current consent state, region history, and telemetry events.
  • Request account deletion from Settings. The Privacy Policy commits to queuing account data for deletion within 30 days of the request. During the beta, portions of the deletion workflow may be performed manually.
  • Toggle each of the four consents independently in Settings: AI improvement, research invitations, product updates, and automated experience capture. All four consents are off by default; nothing is enabled unless you turn it on.
  • Read the full Privacy Policy and Terms for the authoritative language.
  • Contact: privacy@tumbric.com for privacy, data, deletion, or legal questions.

What to avoid

  • Do not paste confidential employer, medical, legal, financial, or private third-party material without checking your own obligations and the Privacy Policy.
  • Do not treat generated cards as professional medical, legal, financial, or safety advice.
  • Do not assume the app has classroom, child-safety, enterprise, public-API, or offline support; none of those exist today.
  • For the current legal language, read the linked legal pages rather than relying on this summary.

Background literature on practice testing and spacing

The capture-to-practice loop is informed by two well-studied ideas from the cognitive psychology literature on learning: retrieval practice (also called the testing effect) and distributed practice (also called spacing). These are not Appreso findings. Appreso has not run its own published trials and makes no claim that using Appreso will improve memory by any specific amount for any specific person. The references below are linked so readers can read the original papers and judge the scope of the evidence for themselves. For any passage below shown in quotation marks, the source text governs; if the link and the quotation disagree, trust the link.

  1. Roediger HL, Karpicke JD. Test-enhanced learning: taking memory tests improves long-term retention. Psychological Science. 2006;17(3):249–255. doi:10.1111/j.1467-9280.2006.01693.x.Opening sentence of the paper’s published abstract, quoted verbatim: “Taking a memory test not only assesses what one knows, but also enhances later retention, a phenomenon known as the testing effect.” The experiments in this paper used university students reading prose passages, with retention tested at 5 minutes, 2 days, and 1 week. The paper itself is the authoritative source for what the experiments did and did not show; generalisation to other materials, populations, and timing is not established by this single paper.
  2. Dunlosky J, Rawson KA, Marsh EJ, Nathan MJ, Willingham DT. Improving students’ learning with effective learning techniques: promising directions from cognitive and educational psychology. Psychological Science in the Public Interest. 2013;14(1):4–58. doi:10.1177/1529100612453266.Paraphrase of the paper’s overall assessments: this 2013 review evaluates ten learning techniques and rates each as high, moderate, or low utility based on the available evidence at the time of writing. Practice testing and distributed practice receive high utility ratings. The paper discusses boundary conditions across learning conditions, learner characteristics, materials, criterion tasks, educational contexts, and implementation demands. Readers should treat the linked article as the authoritative text; a short summary cannot substitute for the full review.
  3. Cepeda NJ, Pashler H, Vul E, Wixted JT, Rohrer D. Distributed practice in verbal recall tasks: a review and quantitative synthesis. Psychological Bulletin. 2006;132(3):354–380. doi:10.1037/0033-2909.132.3.354.Paraphrase: this review and quantitative synthesis, also describable as a meta-analysis, examined distributed-practice effects across verbal-recall experiments. Across included studies, spaced presentations generally produced better final-test recall than massed presentations, and the best-performing spacing gap depended on the retention interval. The evidence base was concentrated in verbal memory tasks and included many short retention intervals. Specific magnitudes, ranges, and boundary conditions are described in the linked paper and are not reproduced here.

Appreso uses product features inspired by the general ideas of asking questions and spacing them over time. It has not established that Appreso reproduces the outcomes reported in these papers, does not replicate their experimental conditions, and does not claim their effect sizes apply to Appreso users.