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.
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.
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.
Continuous ingestion
Subscribe to RSS feeds, detect new episodes, and submit audio or video links as async jobs.
Unified processing
Deduplicate, transcode, chunk, call local or hosted ASR APIs, and keep the original media.
Structured archive
Add timestamps, speaker labels, source metadata, topic tags, and audio jump points.
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.
Best for public materials, low-sensitivity samples, and early workflow validation.
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