For investment research and consulting teams

Audio Research Library

Monitor RSS feeds and audio or video links, automatically transcribe new material, align timestamps, label speakers, and turn industry media into searchable, source-grounded research assets.

RSS URL ASR Timestamps Search
Industry Archive
EV supply chain call Audio · 42m 18s · Today 9:30
Semiconductor interview Video · 58m 4s · Yesterday 18:20
Global macro podcast RSS · 36:44 · Auto-ingested
EV supply chain call Source: internal interview · 2 speakers detected
JSON / SRT

Analyst A Downstream recovery is concentrated in premium models, while lower-tier inventory remains elevated.

Expert B Over a three-month horizon, price elasticity tends to show up earlier than volume elasticity.

Analyst A This year, the key variable is not demand itself, but cash flow and channel confidence.

Jump to audio 8m 37s
Expert interviews Earnings calls Industry podcasts Lectures Roadshow audio YouTube / Bilibili links

Why now

Research media keeps growing, but very little becomes reusable.

Analysts handle hours of audio and video every week, scattered across players, cloud drives, chat groups, and web pages. Transcription is only the first step. Without source links, timestamps, and long-term indexing, a useful moment rarely becomes a verifiable team asset.

Insight Vault turns ingestion, transcription, alignment, archive, and export into one stable pipeline. It does not polish your conclusions. It makes every quote traceable back to the original audio.

Pipeline

One automated path from source to research library.

Ingest

Continuous ingestion

Subscribe to RSS feeds, detect new episodes, and submit audio or video links as async jobs.

Process

Unified processing

Deduplicate, transcode, chunk, call local or hosted ASR APIs, and keep the original media.

Archive

Structured archive

Add timestamps, speaker labels, source metadata, topic tags, and audio jump points.

Reuse

Search and export

Search full transcripts, return to original audio, and export Markdown, JSON, SRT, or VTT.

Private deployment path

Start hosted, keep a path to private deployment.

The first pilot can run in a hosted environment to validate sources, accuracy, and search experience quickly. For internal interviews, non-public calls, or client materials, we can evaluate local or private-server deployment so media, indexes, and exports remain inside your environment.

Hosted pilot Launch in as little as 3 days

Best for public materials, low-sensitivity samples, and early workflow validation.

Private deployment review For sensitive media

Evaluate GPU, storage, access control, and internal knowledge-base integration.

Apply

Apply for pilot

Submitting this form creates a pilot application. We will follow up within one business day to confirm source materials, scope, and deployment path.

Submitting creates an application email. Do not include raw media, transcripts, or non-public material in the form.

Want to discuss before applying?

Best for teams with source material ready, scope questions, or private deployment needs.

Initial project diagnosis and solution discussion (WeChat)
zminglab
Requirements email
contact@zminglab.com
Source types