Your own words, cited
Every node in your engram names the source and the passage it came from. When the helper drafts a reply or prepares a decision, you can see which of your own past calls it rests on, and remove any that no longer hold.
Duplikate, a Traide product
Personal AI that learns how you decide, built from your own record.
Assistants now remember facts about you. What they lack is how you decide: the rules behind your calls, what you have already ruled out, and how you say it. Traide builds that as an engram, from your own record, and runs it as Duplikate, a helper that drafts and prepares decisions for you to approve.
What it is
What an engram is
An engram is a working record of how one person decides: the rules behind their calls, the options they have ruled out and why, and how they say things. Each piece is a node that cites where the person said it, so every answer shows its source, and any node can be read, corrected or deleted.
It is built from the person's own record: the mail they sent, the reviews they gave, the notes they kept. Nothing ambient goes in, no microphone and no screen capture. Mail they received is context for their replies, never a source, and the people named in it become roles, like "a buyer at a restaurant group", before anything is stored.
A helper uses the engram to draft, triage and prepare decisions, and the person approves what goes out. It is measured against the person it is built from: decisions they already made are held back and replayed, and the score is how often it would have done the same.
How Traide does it
Build it, run it, keep it current
Every Duplikate engagement has three rungs, and a senior engineer at Traide owns all three, from the first call to the monthly re-grading. Nothing starts before the scope is in writing.
- 01BuildWe agree the sources in writing, extract your decisions, rules and voice into cited nodes, and grade the engram against decisions you held back.→ Your engram, graded against you
- 02RunYour helper drafts, triages and prepares decision cards where you work, every action waiting for your approval.→ Drafts and decisions you approve
- 03MaintainMonthly: new sources connected, corrections consolidated, the engram re-graded and the score dated.→ A dated fidelity history
Measured against you
The engram is graded on decisions you already made, held back while it was built. The ceiling is your own consistency, so the score is reported as a fraction of it, with its margin. No score is published until the test has run on our own founder's record.
It asks before it acts
Nothing goes out, gets paid or gets promised without your approval, unless you set a standing rule inside a limit you set, and at launch there are no standing rules for money or commitments. When you correct a draft, the correction comes back as a proposal you keep or discard.
Our own record first
Duplikate runs on the pipeline Traide built on its own founder's record, and follows the method every Traide loop follows: the person in the loop sees what happened, decides what matters, and can stop it.
Side by side
Three ways an AI can know you
| Dimension | Memory built into an assistant | An AI clone | An engram, built by Traide |
|---|---|---|---|
| What it holds | Facts you mentioned in its chats | Your face, your voice or your public posts | How you decide, from your own record |
| Where each piece comes from | Your conversations with it | Recordings and samples of you | A cited passage of something you wrote |
| How it is checked | It is not measured against you | By how real it looks or sounds | Against decisions you already made |
| Who it acts for | You, inside that assistant | Whoever it talks to | You, with your approval on what goes out |
| What you control | The assistant's memory settings | The recordings you gave | Every node: read it, correct it, delete it |
When the answer is not this
When not to
You want it to look or sound like you. Duplikate writes; it does not clone a voice or a face, and we will not build one that does.
Your judgment is not written down anywhere. An engram is built from a record: if your decisions live only in meetings, there is nothing yet to learn from, and the build will say so.
You want it to act without asking. It asks first, by design, and standing rules come only inside limits you set, never for money or commitments at launch.
Questions
What people ask first.
- What is an engram in AI?
- A working record of how one person decides, built from what they wrote: the rules behind their calls, what they have ruled out, and how they say things. Each piece cites where the person said it. An AI helper retrieves it to draft and prepare decisions the way that person would, and the person approves what goes out.
- Is an engram a clone of me?
- No. A clone imitates how you look or sound. An engram is a working record of how you decide, used by a helper that drafts and prepares decisions for you to approve. Duplikate writes, and it does not imitate anyone's voice or face.
- Is it trained on my data?
- We train no model on you. Your record is extracted into nodes you can read, cite and delete, which the AI retrieves when it works for you. Duplikate's commitments include that your record is never used to train general AI models; its Trust page marks each commitment live or planned.
- How do you know it works like me?
- By testing it on you. Decisions you already made are held back, the situations are replayed, and the score is how often the engram agrees with you, as a fraction of your own consistency and with its margin. Duplikate publishes no score until the test has run on our own founder's record, and its fidelity page explains the method.
- Who is Duplikate for?
- People whose judgment is the bottleneck: founders and operators who get the same questions every week, senior experts whose calls are in demand, and engineering leads whose review comments their coding agents never see. It suits anyone whose decisions already live in writing.
The first move
Start on duplikate.io
Duplikate has a site of its own: how an engram gets built, what is kept and what is not, demos that run on a fictional person, and every commitment, each marked live or planned. A first build is scoped in writing before anything starts.
Strategy call · 30 minutes
Is your judgment the bottleneck?
You'll talk to a senior engineer, not a sales rep, and leave with a clear first move — whether or not we work together.