01Deep client research
Agents research a company end to end — web, news, your own meeting notes — and every claim links back to its source.
Know your clients. Share the work.
Buzzowl is an open-source research platform for sales teams. Agents research and monitor your clients around the clock, rank who is worth contacting today, and draft outreach that never leaves without your approval. Runs on your own server, with the LLM of your choice.
AGPL-3.0 · docker compose up · your keys, your data
What it does
A researcher that never sleeps, working for your pipeline.
02Always-on monitoring
Buzzowl watches your clients for real changes and researches on its own when something happens — within budgets you set.
03Who to contact today
A daily queue ranks your clients by buying readiness and tells you why — not just who, but what to say.
04Outreach you approve
Drafts emails in your voice from the research it just did. Nothing is ever sent without a human clicking approve.
05Meetings become knowledge
Record or upload meetings; transcription and summaries turn them into searchable client knowledge.
06Share across installs
Two reps on two instances can research one client together — synced end-to-end encrypted, nobody duplicates work.
$ git clone https://github.com/Lomikukus/buzzowl.git $ cd buzzowl && cp .env.example .env $ docker compose up -d # open http://localhost:8000 — bring any LLM key, or local Ollama
The story
From WhisperKnowledge to Buzzowl.
This project started as WhisperKnowledge — a tool that turned sales meetings into searchable client knowledge, built and field-tested with working sales reps as part of a master's thesis on agentic assistants in sales.
Along the way it outgrew its name: transcription became the front door to a full research platform — autonomous agents, monitoring, a daily contact queue, supervised outreach, and encrypted client sharing between installs. With the move to open source it got a name to match: Buzzowl — quietly watching, so you know when to strike up the conversation.
whisperknowledge → buzzowl · same codebase, continued in the open
Hosted
Prefer not to run servers?
Hosted Buzzowlcoming soon
Light — we host, you bring your own LLM key. Premium — we host and bring the models, metered against a budget you can see anytime.