Public channels
Invite the bot once. Mention @Biel.ai in any thread and the answer lands inline, with source links readers can click.
Mention @Biel.ai in any channel or DM the bot directly. Source-cited answers from your indexed documentation, in the place your team is already working. Setup is a few clicks.
infra/runbooks/db-rotate. Provision the new secret, deploy with both old and new active, drain traffic to the new one, then revoke the old. The script handles the handoff automatically; expected downtime is zero.Used by teams that take their documentation seriously
Invite the bot once. Mention @Biel.ai in any thread and the answer lands inline, with source links readers can click.
Private lookups for someone who does not want to ask the question publicly. Same answer, same sources, only they see it.
Per-channel conversation memory so follow-up questions resolve without repeating yourself. Reset with /clear.
Every answer carries the doc title and a deep link to the section it came from. Readers verify in one click.
/invite @Biel.ai. The bot only sees channels it has been invited to.@Biel.ai with a question in a channel, or DM the bot directly. Answer arrives inline with source links./clear starts a fresh conversation.Most docs questions in Slack today get answered by humans. Most get answered more than once. Biel turns those into self-serve answers and surfaces the gaps your docs do not cover.
| Dimension | Slack alone | Biel.ai |
|---|---|---|
| Where readers ask | They DM whoever wrote the docs, or post in #help and wait. Half the questions repeat. | They @-mention the bot in any channel or DM it. Answer in seconds, in the channel where they already are. |
| Source attribution | A link to a doc page someone remembered, if they remember the right page. | Every answer cites the doc title and links to the section. Readers verify with one click. |
| Context across messages | Memory lives in the brain of whoever they asked. Repeat questions waste everyone. | Per-channel conversation context. Follow-up questions resolve without repeating background. /clear resets. |
| Privacy | Public-channel asks expose every question to the room. DMs lose the answer to history. | Channel asks are public; DMs are private. Either way, the answer carries the same sources. |
| What gets surfaced as a docs gap | Repeated questions get fixed when someone notices. Most do not get noticed. | Every question lands in the dashboard. Repeated unanswered questions surface as content gaps to fix. |
| Setup | Build a custom bot in-house. Maintain it forever. | Click Add to Slack. Bot live in 5 minutes. No code. |
/clear starts a fresh conversation when you want a clean slate.