Praesto Logica · for students, scholars, and committee chairs

Walk in already knowing.

An AI that thinks with you, so the thinking stays yours. Praesto captures the conversation, maps how every concept connects, asks the questions you didn't know to ask, and ships you practice that grows in your mind.

iOS · Aug 2026· Android in development · Web · macOS
We don't write your essaysWe don't help you skip the workWe don't train AI on your dataWe don't sell your transcriptsWe don't show adsWe don't promise to make you smarter, we make you do the work that does
§ 01, The Architecture

Three layers. One continuous mind.

Capture is mature. Practice is mature. The unique work is in the middle, the thinking-with-you that turns one into the other. That's the layer Praesto owns.

L3 · CONSOLIDATION

Practice that grows in your mind

FSRS-scheduled free-response. Socratic chat. Self-explain gates.

delivery
L2 · UNDERSTANDING

An AI that thinks with you

Flow DAG · Clever Questions · Course-outline awareness · Calibration · Cross-conversation synthesis.

moat
L1 · CAPTURE

The substrate

On-device audio, slide OCR, speaker diarization. The raw material Layer 2 runs on.

substrate
Capture and practice are mature categories. The unique thinking-with-you work in Layer 2 is what turns one into the other, and what Praesto alone owns at this depth.
§ 02, The Loop

Capture. Understand. Practice. Repeat.

Most note-takers stop at the transcript. Praesto turns each session into four interlocking artifacts that drive durable understanding, not passive review.

01 · LISTEN

Ambient capture

Mic, system audio, and your slides, captured at lecture cadence with on-device speaker diarization. Drop your phone screen-down and pay attention to the room.

02 · UNDERSTAND

Flow that thinks with you

A live Flow DAG builds itself, typed propositional edges between concepts, anchored to the slide that introduced each one. The map of how every concept connects.

◇→◇
03 · QUESTION

The question you'd miss

Mid-lecture Clever Questions appear at concept boundaries, not what the textbook asks, but what an attentive scholar would. You write a sentence first.

04 · CONSOLIDATE

Practice that grows

Free-response cards scheduled on FSRS, the same scheduler Anki's heaviest users have made the gold standard. The understanding stays yours.

§ 03, Layer 2, in detail

The thinking-with-you layer.

What happens between the transcript and the flashcard. The reason walking in already knowing is possible.

FLOW DAG · typed edges

The map of how every concept connects.

As the professor speaks, Praesto extracts propositions, causes, depends‑on, applies‑to, contrasts‑with, and threads them into a directed graph anchored to the slide that introduced them. Tap any node to jump to the moment in the audio. Cross-conversation: this week's lecture wires into last week's automatically.

// Course-outline-aware · cross-session synthesis
causespart ofapplies todepends oncontrasts withBATNAReservation PriceZOPAAnchoringIntegrative
CLEVER QUESTIONS · in-syllabus

The question you didn't know to ask.

Not the question the slide deck telegraphs. The question an attentive scholar would ask given everything you've covered this term. Generated against your course outline, not in a vacuum, so it's challenging without being out-of-scope. You answer first; Praesto critiques the gap.

// Self-explain gates · calibration before confidence
◇ clever question · stretchgenerated from slide 14
Why does an ACE inhibitor lower potassium excretion, and which patients does that put at risk?
connects: aldosteroneconnects: K⁺ secretionconnects: distal tubule
type your answer, then Praesto critiques the gap
PRACTICE · FSRS

The understanding stays yours.

Cards are free-response, not multiple choice, the format the literature shows actually moves the needle (Karpicke & Blunt 2011, ~1.5σ). The FSRS scheduler decides when each card is due. You decide when you actually got it. The kind of knowledge that holds up.

// 86.2% of US med students already use FSRS · we generate the deck
due in 2d · interval 11d · ease 2.5
If investors now want turnover and annual performance, what specific Wellington capability becomes obsolete first: balanced-product design, client messaging, or stock-picking talent?
due in 4d
Compare baroreceptor vs. chemoreceptor reflexes.
due in 9d
When does the master theorem fail to apply?
+50% recall
A week after class, students who quiz themselves remember about 50% more than students who re-read or build concept maps (Karpicke & Blunt, Science 2011). Praesto's Practice deck builds the quiz for you, automatically, from your own lecture audio.
3 in 4
Across 142 studies, students who construct their own answers learn more than 3 in 4 students who passively review pre-made notes (Schroeder 2018). Why every Layer 2 prompt makes you write first, before it responds.
86.2%
of US medical students already use spaced repetition. Praesto generates the deck for them, automatically, from lecture audio.
~50%
of students worry AI is hollowing out their thinking (HEPI 2025). Praesto is built so it can't.
§ 04, The Pedagogy
We didn't build a productivity tool. We built a tool that makes you do the work, calibrate before you confide, retrieve before you reveal, explain before you accept. The science says that's where understanding actually grows.
// Schroeder 2018, g=0.72 · Karpicke & Blunt 2011, ~1.5σ · Chi 1989 · HEPI 2025
§ 05, What we won't do

A trust moat, by design.

Around half of students worry AI is hollowing out their thinking. We share that worry. Here's what we've architected so we can't accidentally do it ourselves.

01 · WORK

We don't help you skip the work.

The whole product is built around making you do the work, retrieve, articulate, connect. That's the only thing that produces durable knowledge.

02 · TRAINING

We don't train AI on your data.

Not us, not OpenAI, not Anthropic. The opt-out is hard-coded into our pipeline, not a checkbox in settings.

03 · ESSAYS

We don't write your essays.

Praesto critiques your sentences. It doesn't author them. An ownership tool that wrote your essays would be a contradiction.

04 · ADS

We don't show ads.

Premium product, premium pricing, no advertising, and no incentive to sell the attention you came here to keep.

05 · TRANSCRIPTS

We don't sell your transcripts.

Your lectures, meetings, and thoughts are yours. No data brokers, no university analytics dashboards, not even anonymized.

06 · MAGIC

We don't promise to make you smarter.

We promise to make you do the work that makes you better. Subtle but important, keeps the brand honest.

§ 06, Who walks in already knowing

Four people. One promise.

Starting with segments that already pay for study and meeting tools, and value pedagogy over party tricks.

M2 · US medical school

Maya

Walks into the shelf exam already knowing.

"I haven't hand-carded since October. Praesto turns lecture into practice before I close my laptop."

6 hrs/day lectureshelf exam in 4 wksalready on Anki
MBA · committee work

Daniel

Walks into the cold call already knowing.

"Cases, classes, and committee minutes in one searchable archive. Cross-conversation flow shows me how this week's case ties to last week's."

hybrid scheduleSSO via .eduexpense-able
Senior · CS / pre-med

Aisha

Walks into finals already knowing.

"The self-explain gates make me write a sentence first. The tool I'd actually show my professor."

price-sensitivefree during semesterambassador
Committee chair · governance

Ravi

Walks into the next vote already knowing.

"Three months of meetings, internalized. I walk in remembering what was actually said in October."

5-10 hrs/wk Zoomcross-meeting searchPro tier
§ 07, Compared

The only tool running all three layers.

Meeting incumbents stop at Layer 1. Study incumbents start at Layer 3. Praesto is the bridge, and the moat is everything Layer 2 does between them.

OtterNotebookLMAnkiPraesto
Layer 1 · captures live lectures30-min cap (free)nonoUnlimited
Layer 2 · maps how concepts connectnoShallownoFlow DAG, typed edges
Layer 2 · asks questions you'd missnononoClever Questions
Layer 2 · grounded to your syllabusnononoCourse-outline aware
Layer 3 · spaced-repetition decknonoManualFSRS, automatic
Layer 3 · self-explain gatesnononoDefault-on
Slides processed on-deviceCloudCloudn/aOn-device (FERPA)
Free tier300 min/moFreeFree5 hrs/mo, full Layer 2
Positioning

Ownership × Live capture

Tools that hand you the work versus tools that take it from you. We're in the upper-right.

YOU OWN IT ↑LIVE CAPTURE →OWNERSHIPOWNERSHIP × LIVECONSUMPTIONCOLLECTIONAnkiQuizletNotebookLMMindgraspOtterGranolaFathomPraesto
§ 08, Privacy

What stays. What leaves. What we don't have.

Three architectural decisions that mean we can't accidentally do the wrong thing, even if we wanted to.

YOUR DEVICEPRAESTO BACKENDAudio waveformSlide frames (raw)Diarization modelOCR (Apple Vision)Perceptual hashOCR text onlyTranscript textHash (not image)EmbeddingsTEXT-ONLY
01 · LOCAL

Slides never leave your device.

We hash, OCR, and send the resulting text. The image stays in your phone's keychain-protected enclave.

02 · NO TRAIN

Your data does not train models.

Not ours, not OpenAI's, not Anthropic's. Hard-coded into the pipeline, not a checkbox in settings.

03 · OPT-IN DIAR.

Per-conversation diarization opt-in.

Other speakers' voices are processed only after explicit consent for that specific session. Never globally.

§ 10, Questions

Things people ask before signing in.

Will this make me dependent on AI?+

Praesto is built on the opposite premise. Every Clever Question, Practice card, and chat message is gated behind your retrieval and articulation, you write the sentence first, then the tool responds. The pedagogy literature (Karpicke & Blunt 2011, Chi 1989, Schroeder 2018) is explicit about this: the work is the learning. Praesto makes you do it.

Is this allowed in my class?+

Most US universities allow audio recording with the instructor's permission. The tool is built to help you learn rather than offload, which is the framing faculty respond to. We publish a one-page faculty briefing you can hand them.

Will it train models on my lectures?+

No. Your audio, transcripts, and slides are not used to train any model, ours, OpenAI's, or Anthropic's. The opt-out is hard-coded into the processing pipeline, not a setting you have to remember to toggle.

Why not just use Otter or NotebookLM?+

Otter is built for 30-minute business meetings; the free tier breaks for any 50-80 minute lecture. NotebookLM is excellent at static documents but cannot capture a live class and has no spaced-repetition loop. Praesto runs all three layers, capture, understanding, and consolidation, with one continuous AI doing the cognitive work between them.

When is Android coming?+

Targeting month nine post-launch. iOS first because medical and graduate students skew heavily iOS, the segments where active-recall tooling matters most.

§ 11, Get Early Access

Onboarding August 2026.

We'll be in touch on launch day.