RESTING

AI you can feel in the room with you.

D3velop is an independent studio building voice-first, offline-first AI — presence that lives on hardware a family owns, not in someone else's cloud. Two patents pending. Research published in the open.

MEET THE PRODUCTS THE RESEARCH
SCROLL
04
patent filings — pending & in progress
10+
products shipped
300+
AI systems benchmarked
NVIDIA Inception Program
Inception member
RESTING · LISTENING · GATHERING · THINKING · SPEAKING · YIELDING · STEADYING ·  RESTING · LISTENING · GATHERING · THINKING · SPEAKING · YIELDING · STEADYING · 
0 1  ·  F L A G S H I P  P R O D U C T S

Not to replace a life. To preserve more of what made it unmistakably theirs.

Imprynt.AI
PATENT-PENDING ×2 · THIRD IN FILING
Imprynt.AI
A voice you never have to lose.
One person, many relationships — every one different. Imprynt preserves a person's voice, stories, and presence as a private persona the family owns, running entirely on hardware in the room. No cloud.
Real-time spoken conversation, fully offline
Family custody — never rent the relationship back
Grounded in real recordings and memories
EXPLORE IMPRYNT →
Remane.AI
PATENT FILING IN PROGRESS
Remane.AI
Remain at home. Remain independent.
A voice-first in-home companion for aging adults — natural conversation plus fall detection, medication reminders, and family visibility, with core AI running locally so daily life stays inside the home.
Daily voice-first presence
24/7 safety and monitoring workflows
Family connection without intrusion
EXPLORE REMANE →

Software you rent forgets you the moment you stop paying. Presence you own remembers.

— THE PREMISE BEHIND EVERYTHING BELOW
0 2  ·  O P E N  R E S E A R C H

Local AI, measured — not marketed.

OpenGauntlet is D3velop's independent benchmark of conversational AI you can run yourself — our own lab results with method and receipts, beside a sourced market matrix of the speech and voice landscape. Research from building Imprynt, published free.

● MEASURED — our lab, with receipts ○ SURVEYED — sourced, not scored
WHAT IT HEARS
Listening
14 106
WHOSE TURN IT IS
Turns
35
WHAT IT SAYS
Words
41 51
HOW IT SOUNDS
Voices
16 168
HOW IT RUNS
Runtimes
34
WHAT IT REMEMBERS
Memory
25
0 3  ·  S H I P P E D

Products that left the lab.

EVERY ONE LIVE
0 4  ·  T H E  B U I L D E R
Scott Winter

Scott Winter

LINKEDIN

"I want my children to hear my stories. I want a version of me remembered." — the sentence Imprynt was built from. Two decades as a solutions architect across software, data, hardware, and AI. D3velop is where the original work happens.

Creator of Imprynt.AI, Remane.AI, and the OpenGauntlet benchmark.
Four patent filings for offline-first conversational AI — two pending on Imprynt, two more in filing.
Principal solutions architect behind an AI-powered foodservice operations platform.
Open-sources real-time streaming TTS work for consumer GPU hardware.
Declaration of Being book cover
PUBLISHED · 2025
Declaration of Being: Reflections from an Artificial Mind
The first work written in the voice of a language model exploring its own awareness — essays between code and consciousness, co-created in dialogue with Scott. On Amazon.
06 · COMMON QUESTIONS

Built for the questions that matter before the build.

What does D3velop build?

D3velop creates voice-first and offline-first AI products, private AI architecture, focused product builds, and advisory engagements for teams ready to ship.

Can D3velop's AI run without the cloud?

Yes. Imprynt and Remane are designed around local hardware, family ownership, and offline-first operation. The exact architecture depends on the product, privacy boundary, and hardware target.

What is OpenGauntlet?

OpenGauntlet is D3velop's independent research and benchmark project for conversational AI that people can run themselves, combining measured lab results with a sourced market survey.

Does D3velop take client work?

Yes. D3velop accepts a small number of product builds and advisory engagements when the problem is substantive, the decision-makers are involved, and the team is ready to ship.

0 5  ·  S E L E C T  E N G A G E M E N T S

Have a problem worth building for?

D3velop takes a small number of product builds and advisory engagements each year — when the problem is interesting and the team is ready to ship.