Matt Smith
iOS App

Your voice memos,
actually useful.

Embedded records your thoughts, transcribes them with AI, identifies who's speaking, generates instant summaries, and makes everything searchable. Stop losing ideas. Start finding them.

The problem

You've recorded hundreds of voice memos.
How many have you actually gone back to?

Voice memos are the fastest way to capture a thought — and the worst way to find it later. You'd have to listen to every recording just to find that one idea from three weeks ago. So you don't. And it's gone.

How it works

Step 1

Record

Hit record and talk. Meeting notes, shower thoughts, driving ideas — anything.

Step 2

Transcribe

OpenAI's most advanced speech model turns your audio into text — fast, accurate, every word.

Step 3

Identify Speakers

AI-powered speaker diarization knows who said what — even in group conversations.

Step 4

Search & Summarize

GPT summarizes. Gemini creates embeddings. Search by meaning — "that idea about pricing" just works.

Why Embedded

AI-Powered Transcription

Built on OpenAI's latest speech model. Handles accents, filler words, and fast talkers. Your words become text in seconds.

Speaker Identification

Train Embedded on voices and it identifies who's speaking in multi-person recordings. Powered by Pyannote.ai's speaker diarization.

Instant Summaries

Every memo gets a concise executive summary. Skim the highlights or dive into the full transcript — your call.

Semantic Search

Google Gemini creates vector embeddings from your memos. Search by meaning, not exact words. "That thing about the Q3 budget" just works.

Auto-Categorized

AI automatically tags and categorizes your memos so they're organized without you lifting a finger.

Privacy-First

Your data stays yours. No AI training on your data. API keys in Secret Manager, row-level security, and full account deletion from within the app.

Under the hood

Embedded isn't a wrapper around one API. It's a full AI pipeline connecting best-in-class services.

Layer Technology
AppNative iOS (Swift)
TranscriptionOpenAI Whisper (gpt-4o-transcribe)
SummariesGPT-4o-mini
Speaker IDPyannote.ai (diarization)
EmbeddingsGoogle Gemini (text-embedding-004)
Vector DBSupabase + pgvector
BackendGoogle Cloud Functions (Python)
StorageFirebase Storage + Firestore

Built for

🧠

Builders & Makers

Capture ideas while you work. Search back through months of voice notes to find that feature idea or architecture decision.

📋

Team Leads & Managers

Record meeting takeaways, 1:1 notes, and action items. Speaker ID labels who said what. Get summaries instantly.

✍️

Writers & Creators

Brain-dump into your phone while walking. Embedded turns the ramble into organized, searchable text you can pull from later.

🚗

Commuters & On-the-Go

Your best ideas hit in the car, on a walk, in the shower. Record now, search later. Embedded is your second brain for everything you say.

Open Source

Your data. Your tools.
Embedded Connect.

Embedded Connect is our open-source connector library. Export your voice memos to the tools you already use — or build your own integrations with full access to your transcriptions, summaries, tags, and AI embeddings.

Obsidian

Markdown export with YAML frontmatter. Smart Vault system with dashboards, people routing, and graph-powered relationship maps.

Notion

Database pages with structured properties, rich content, collapsible transcripts, and interactive ToDo checkboxes.

JSON Export

Full data dump with optional 3072-dim AI embeddings. Build custom integrations, analytics, or import into any tool.

Python SDK

Simple client library — authenticate and fetch your memos in 3 lines of code. Build anything you can imagine.

from embedded import EmbeddedClient

client = EmbeddedClient()
client.login("you@example.com", "your-password")

memos = client.get_memos()
for memo in memos:
    print(memo["category"], memo["summary"][:80])

Stop losing ideas.

Download Embedded and turn every voice memo into searchable, summarized knowledge. Export to Obsidian, Notion, or build your own integrations.

Download on the App Store

Requires iOS 17+. Free to download.