01 · Search
Search finds what matches the words.
- Price sheet, last year's edition
- Thread: volume pricing, 14 messages, last year
- Invoice for the same buyer, March
The same questions reach you every week, and only you know the answer. Your engram answers them the way you would, with the reason attached, and asks when it has no precedent. You read a decision card, not a thread.
A discount request, a late shipment, a partner asking for an exclusive, a meeting tomorrow that needs a brief. Each one waits for you, because the rule that decides it lives in your head and in years of your own replies.
Duplikate turns those replies into your engram: your rules, your precedents and your way of saying things, each citing where you said it. Your helper uses it to draft, triage and prepare the decision, and you approve.
Discount requests, terms and exceptions. It drafts at your rule, cites the reply where you set it, and flags anything past your limit for you.
What needs you, what can wait, and what a rule of yours already answers. You see the pile sorted, with a reason on each.
The reply you would send after a call, in your words, with the commitments you made listed for you to confirm.
A one-page brief: who you are meeting, by role; what you decided last time; and the open questions, each traced to its source.
A separate Home space with its own sources. The dinner invitation that clashes with family night gets the reply you would send. You decide what Home can see.
A fictional person, Sam. Step through the layers. Nothing on this page reads anything of yours.
Sam runs a wholesale coffee roaster.
The questionA buyer at a restaurant group asks for 15% off a reorder of 40 cases.
Search finds what matches the words.
A graph connects what relates to what.
Only Sam knows what to do with it. Sam's engram does too, and shows why.
Offer 8% on 60-day terms, not 15%.
Never past 10% on reorders. Volume earns terms, not margin.
Sam's reply to a buyer, 12 March last year
Sam did the same for two similar buyers, in June and September.
Thanks for the reorder. I can't do 15, but I can do 8% and move you to 60-day terms, which is what I offer accounts your size. Shall I confirm the 40 cases at that?
Drafted by Sam's AI. Sam approves before it sends.
A buyer asks for 15% off a reorder.
Happy to offer 15% on this reorder.
15% 8% on 60-day terms
Never past 10% on reorders.
Learned from Sam's edit on 3 October
Never past 10% on reorders.
Two weeks later, another buyer asks for 12% off a reorder.
I can do 8% on 60-day terms, which is what I offer on reorders.
Cites Sam's edit of 3 October.
No precedent for this. Asking Sam.
Nothing to cite: Sam discarded the node.
Drafted by Sam's AI. Sam approves before it sends.
| Dimension | A human assistant | An assistant with memory | Your engram, with Duplikate |
|---|---|---|---|
| How it learns your rules | You explain them, one at a time | From what you tell it in chat | From your own record: the replies where you set each rule |
| Shows its reason | When you ask | Depends on the product | Always: the rule, and where you said it |
| Measured against you | By you, over time | No published score | Yes: replayed against decisions you already made |
| When it is unsure | Asks you | Depends on the product | Asks you: "No precedent for this. Asking you." |
A human assistant by what the role does; assistants with memory by their public pages, read 24 October 2026.
You want it to act with no review. It asks first, by design, until a standing rule inside a limit you set allows otherwise.
You want a video or voice double. Duplikate writes. It does not imitate your voice or your face.
You won't share your own writing. There is nothing to build from without it.
Decisions about hiring, firing or anyone's pay are left out on purpose. Those stay with people.
You'll talk to a senior engineer, not a sales rep, and leave knowing what your engram would be built from and how it would be measured.