Aurifex / Products / Veritas

Master what you read.

Veritas reads your textbook, notes or any document to you in your own voice, every word highlighted. Then it checks what you understood and brings back what you missed, until you’ve mastered it.

Public release · Q1 2027

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to the start of Q1 2027

Learning · Consumer 2,500+ on the waitlist
Veritas · See it while you hear it
Read-along with a visual, drawing from memory, teaching it back, flashcards, the daily review and the plan.
Q1 2027
public release, starting with students who have an exam ahead
2,500+
people on the waitlist
97%
source-grounded answers at the launch gate
99%
answer-key accuracy at the launch gate

Launch gates measured on a review set of 400+ real chapters across 12 subjects.

// The story · 2:32

The whole recipe in two and a half minutes

Watch it all with sound, or jump to a chapter.

Veritas · Anything you read, mastered
What you keepMastered

[ 01 ] // The problem

You will forget much
of what you read this week

Unless you learn it differently. What we read fades fast when we never practice it. More effort isn’t the answer. A better method is.

28%→16%
Americans reading for pleasure on a given day, 2004 to 2023
61% vs 40%
remembered a week later: practiced recall vs reread four times
Low
utility rating for rereading, highlighting and summarizing
High
utility rating for practice testing and spaced practice

Bone et al., iScience, 2025 · Roediger & Karpicke, Psychological Science, 2006 · Dunlosky et al., 2013

Written answer
Explain it in your own words, then see what you covered.
Ways to practice
The order comes from your own scores.

[ 01b ] // The problem in detail

Three findings
shaped the product

01

Reading is in decline

A 2025 study in iScience found that the share of Americans who read for pleasure on a given day fell from 28% in 2004 to 16% in 2023. A 2026 Cornell report says students raised on digital technology are quick to find information but struggle with sustained reading and complex arguments.

02

The common habits help least

In a 2013 review of ten common study techniques, Dunlosky and colleagues rated rereading, highlighting and summarizing as low utility. Practice testing and spaced practice rated high.

03

Forgetting is predictable

Ebbinghaus described the forgetting curve in 1885, and Murre and Dros replicated it in 2015. Material you never revisit fades quickly, and each well-timed review flattens the curve.

Put together, the evidence points away from faster reading and toward practice. With the same passage and the same study time, students who read it once and recalled it three times remembered 61% a week later. Students who reread it four times remembered 40%.

The methods that work are testing yourself, spacing your practice and explaining things in your own words, and they are hard to keep up alone. Veritas handles the dull parts. It writes the questions from what you read, finds the weak points, and brings them back a little before you would have forgotten them.

The tools people use today stop at the first step. Reading apps stop at listening, and study apps live somewhere else and never see what you read.

Bone et al., iScience, 2025 · Cornell University, Report of the Committee on the Future of the American University, 2026 · Dunlosky et al., 2013 · Ebbinghaus, 1885 · Murre & Dros, PLOS ONE, 2015 · Roediger & Karpicke, 2006

Flashcards
Cards made from what you read.
Quizzes
Exam-style questions on what you missed.

[ 01c ] // Who it is for

For anyone who reads to learn,
starting with the exam ahead

Three groups read for different reasons and put up with different amounts of effort. Veritas is built for the first one first, because the need is urgent and a habit forms most easily when there is a date.

Students with an exam ahead

A fixed deadline, a lot of text and not enough time. Listen to the chapter on the bus, take the check when you sit down, and review your weak points until the exam. Textbooks, lecture notes and papers.

Professionals learning on the job

A report or a technical PDF to understand quickly and still know next quarter. Hear it at the fastest speed you still understand, write what matters in your own notes, and fit review around work.

Lifelong learners

The books you always meant to finish. Work through them and come away able to explain each one to someone else.

Games
Fast rounds on the same material.
Daily review
Questions from every book, mixed.

[ 02 ] // The product

Encode. Retrieve.
Space it out.

Long-term memory has a recipe. Veritas runs all three steps on anything you read, in one place.

Step 1 · Encode

Bring anything you read

The library takes PDFs, EPUBs, Word files, web links, photos, scans and pasted text, organized on shelves and in collections. Chapters are found for you.

  • Textbooks, lecture notes, papers and reports
  • The books you’ve meant to finish
Library
Step 1 · Encode

Hear every book in your own voice

Read six short passages aloud once, about two minutes. After that, every book can be read to you in your own voice, with every word highlighted. Prefer a preset voice? That’s there too.

  • About two minutes of recording
  • Every word highlighted as it’s read
Your voice
Step 1 · Encode

At the fastest speed you still understand

People overestimate how fast they can listen and understand. A short test reads passages at rising speeds, each followed by a comprehension question, shows where understanding starts to fall, and how long the chapter and the book will take at that pace.

Finding your speed
Step 2 · Retrieve

See it while you hear it, then check it

A picture of the idea builds beside the text, following Mayer’s multimedia principle. Every chapter ends with a knowledge check of about 12 questions that finds your weak points, then you practice those by drawing, teaching it back, flashcards, quizzes or games.

  • About 12 questions, about 12 minutes
  • Each answer explained
  • Your notes stay yours: Veritas never writes them for you
See it while you hear it
Step 3 · Space it out

One daily review across your books

Today lists what’s due, how many questions and about how long, before you start. What you miss comes back sooner. What you know comes back less often. A typical review: 25 questions, about 20 minutes, across three books.

Today

[ 02b ] // Practice

Chapter check
Chapter check: mastery for the chapter and the exact weak points.
Draw it from memory
Draw it from memory, then see what was missing.
Teach it back
Teach it back out loud, then get feedback and a follow-up question.

[ 02c ] // More of the product

How you read
A mode test compares text only, read-along and audio only.
Notes
A blank note per chapter, in your own words.
Check question
Each answer is explained, wrong choices first.

[ 02d ] // Architecture

How Veritas
works

Architecture

[ 02e ] // How it works, step by step

Your browser on one side,
the heavy work on the other

You only ever use the web app in your browser: the library, voice setup, read-along, check and practice, and the daily review. Sign-in is hosted, so Veritas never stores a password. The browser records your voice clips, and it asks for consent before it does.

Everything else runs in the cloud. The web server checks who is signed in, shows each learner only their own data, and hands slow work to a job queue. The queue is a table in the database, so jobs survive a restart. Four workers take jobs from it: import, which handles scans and Word files; voice, for preset voices and your own; timing, which finds the moment each word is spoken for read-along; and the study model, which writes and grades questions.

The learning loop runs on top. A check of about 12 mixed questions closes each chapter, and written answers are graded against the source passage. What you miss feeds six ways to practice, and a spaced scheduler brings it back in one daily review across everything you read.

The daily review ran in the closed beta. The fuller learning engine, with a learner profile, the scheduler and mastery tracking, is still being built out.

  • →
    Your dataFiles are kept per learner, and every row of learner data has an owner
  • →
    Your voiceBuilt only from a recording you make on purpose, and used only to read to you
  • →
    SpeedA chapter’s audio is ready in about 45 seconds
  • →
    CostUnder $0.30 of AI cost per book on the current build
Review complete
Mastery movement for each book.
Plan
A finish date for every book.

[ 02f ] // Where the AI is

Four jobs for AI,
each with a rule

Most of Veritas is ordinary software. The AI does four jobs, and what it is allowed to do in each was decided in advance.

FeatureWhat the model doesThe rule it works under
Your-voice readingBuilds a voice from your recordingOnly your own voice, from a recording you make on purpose. Preset voices are the alternative.
Questions and flashcardsWrites questions from your text, including diagram questionsA question must be answerable from that text, and every answer is explained.
Feedback on answersSays what a written, drawn or spoken answer covered and missedCompared against the source passage, not against general knowledge.
Review scheduleDecides when weak points come backYou see what is due and how long it will take before you start.

The main risk in a product like this is a confident wrong answer: a question with the wrong key, or feedback that calls a correct explanation incorrect. A learner might not notice and would end up studying the mistake. So evaluation is a launch requirement. Before any question type or feedback type ships, it has to pass a review set built from real chapters. The set checks whether the answer is in the text, whether the key is right and whether the explanation helps.

After launch, the measures change from a review set to real use: flags per 1,000 questions, the rate of disputed feedback, mastery gain per book, and how many learners return to the daily review in week four.

[ 03 ] // Decisions

Rules from
the research

A feature has to help you remember

Every format is practice testing, generative learning or spacing. If an idea is popular but doesn’t strengthen recall, it waits.

Trade-off
Some requested features don’t ship.

Don’t write the notes

Summaries are the most requested feature, and the research rates summarizing low for remembering. Each chapter starts with an empty note.

Trade-off
The call least likely to please everyone.

Close the loop

What you miss in a check comes back in practice and in review. That connection is the product, so a feature gets cut before the loop breaks.

Not chosen
A curated library: easier to check, but people study what they have to study.

[ 04 ] // From six apps to one

The tools you use today
each do one step

None of them knows what you missed. Veritas connects listening, notes, checks, practice and review on the same text.

What you needVeritasRead-aloud appsNote toolsFlashcard and quiz apps
Reads any document aloud, every word highlightedYesYesNoNo
In your own voiceYesSome, paidNoNo
A knowledge check every chapterYesNoPartlyNo
What you miss comes back in practice and reviewYesNoNoNo
Spaced review across everything you readYesNoNoCards you made
A plan with a finish date for every bookYesNoNoNo

[ 04b ] // How it is tested

Early results,
and how to read them

Veritas is not publicly released. These numbers come from a waitlist, a closed beta and an offline evaluation, not from a public launch.

What it isNumberHow to read it
People on the waitlist2,500+Signed up for early access, with no paid marketing. Interest, not usage.
Pilot partners3University study-skills centers signed on for the first pilot. There are no pilot results yet.
Closed beta60Students who used the product before launch. A small group: an early signal, not a measurement of learning.
Returned for daily review in week 285%Of the beta students. Coming back to the daily review is the habit the product depends on, and week 2 is early.
Voice naturalness4.4 / 5How the beta students rated their own cloned voice, close to how they rated their own recordings.
Source-grounded answers, answer-key accuracy97% / 99%Offline evaluation on 400+ real chapters across 12 subjects. It checks that answers come from the chapter and that the key is right. It doesn’t measure whether learners remember more.

Still to come before launch: a first pilot with real learners against a rereading baseline.

[ 04d ] // Questions people ask

Before you
join the waitlist

What can I bring into it?

PDFs, EPUB books, Word documents, web pages, photos and scans, or text you paste in. Everything goes into one library with shelves and collections, and chapters are found for you.

Does it really read in my own voice?

Yes. You read six short passages aloud once, about two minutes, and Veritas builds your voice from them. You can also choose a preset voice, and change speed at any time.

How much time does it take each day?

You decide. In your plan you set how many books to master a week or a month and which days you study, and it shows the minutes a day that takes. A chapter’s knowledge check is about 12 questions, about 12 minutes.

How does it decide what I review?

What you miss in a chapter check becomes a weak point. Weak points come back in practice and in your daily review, sooner while you are still getting them wrong and less often once you know them.

Is it just flashcards?

No. There are six ways to practice: written answers, multiple choice, drawing from memory, teaching it back out loud, flashcards and games. Veritas recommends one from your own results, and you can reorder the list.

I already use a read-aloud or flashcard app. Why switch?

Keep them if they work for you. Veritas is for when you want listening, notes, checks and review on the same text, so what you miss is what comes back.

Who writes my notes?

You do. Notes start as a blank bullet for each chapter and stay entirely yours.

How much will it cost?

Pricing will be announced before launch. People on the waitlist hear first.

When can I use it?

The public release target is Q1 2027, open to the waitlist and to the public, starting with students who have an exam ahead.

[ Au ] // The gold standard, here

How Veritas meets the Aurifex standard

Every Aurifex product must solve a real problem, be proven before it ships, and be effortless to use. Here is what that means for Veritas.

Real problem

We forget most of what we read, and the habits that feel productive, like rereading and highlighting, help least.

Proven

No question or feedback type ships until it passes 400+ real chapters across 12 subjects: 97% source-grounded, 99% answer-key accuracy.

Effortless

A short speed test and mode test set the defaults from your own results, and one daily review covers all your books.

[ $ ] // Outlook

$4.9M expected
net revenue in 2031

Current trajectoryUpside
$4.9M
expected net revenue in 2031
Up to $8.0M
net revenue in 2031
$2–4B
total market a year
$700M–$2B
reachable today · Reading and study apps, English-first learners
Year20272028202920302031
Expected net revenue (current trajectory)$120K$690K$1.9M$3.4M$4.9M
Up to$150K$890K$2.6M$5.2M$8.0M

[ 05 ] // Release

Launching
Q1 2027

  1. Built from the research up

    Research, the design of every step, decisions on where AI belongs and the launch plan.

  2. 97% source-grounded, 99% answer-key accuracy

    No question or feedback type ships until it passes 400+ real chapters across 12 subjects.