Does Enso read all of our Slack?

You control what Enso can access when you connect it, and workspace permissions mean answers only draw from material the asker can already see. Private channels stay private unless you grant them.

Can we ask questions and get answers inside Slack?

Yes. The install includes a Slack surface or an embeddable web widget, whichever fits how your team works, so asking is done in the place your team already lives.

What about decisions buried in DMs?

Enso works from what you grant it access to. A decision made in a DM Enso cannot see will not appear, which is a good reason to move real decisions into channels where the record is shared.

Setup runs from $4,000 depending on how many sources need connecting, then from $500 per month covering the weekly re-sync and a monthly tuning pass.

Enso works with the tools you already use, including Slack

Enso connects the tools a team already uses, including Slack, so status, decisions, and handoffs are written for you from the record your team already creates there, with a link to the source behind every point.

Book a 30-min call

Ranked #2 in F6S top Knowledge Orchestration companies, September 2026

How it looksAsk a question, get the answer with its source

ensoAsk from chat, answer from the recordSample data

Did we ever decide who owns the on-call rotation?

Yes, in the ops channel in March: engineering owns weekdays, support covers weekends. The thread and the doc are linked.

Source linked

Slack#ops thread, March

Private channels stay private unless you grant them.

01The problem

The story of your week is buried in Slack: the thread where the decision was made, the channel where the blocker surfaced, the DM where the plan changed. Reconstructing it by hand for a status report or a handoff costs an afternoon, so it usually does not happen and the update goes out thin.

02Who it is for

Built for the team that already does this work by hand

Teams whose week lives in Slack threads and channels, who need that record turned into status reports, handoffs, and answers without copying it by hand.

03How it works

The workflow, end to end

You connect the tools your team already uses, including Slack, by granting Enso access to them. Enso reads the record there and drafts the written work for you: weekly status, decisions with their sources, handoffs, and answers to questions, each point linked to the thread it came from. You review the drafts before anything is shared. Teams commonly run this work in tools like Slack, Linear, and Notion; we do not claim official integrations with those systems. The install includes an answer-quality check on real questions from your team, a weekly re-sync of changed documents, and a monthly tuning pass.

Connect the tools you already use
Slack, Linear, Notion, Google Drive, and meeting notes, each connected by granting access. Nothing migrates; Enso reads the record where it lives.
Enso assembles the drafts
Status updates, decisions, handoffs, and answers are drafted from what changed, with a link back to the thread, ticket, or document behind every point.
You review before anything is shared
Every workflow keeps the human pass. You edit the draft, then send it wherever updates go today.
Installed in 15 days, then kept current
The install ends with an answer-quality check on real questions from your team. Changed documents re-sync weekly, and a monthly tuning pass learns from what people actually asked.

04What you get

The install, in plain terms

Self-hosted on your own infrastructure, checked against real questions from your team before go-live.

Connection of the tools your team already uses, including Slack, Linear, Notion, Google Drive, and meeting notes, by granting Enso access to them
Ingestion of your existing documents, with Docling handling PDFs and scanned docs
Workspace permissions so people only see material they can already access
Drafts of the recurring written work: weekly status reports, decision log entries, and product handoffs, each point linked to its source thread, ticket, or document
A Slack surface or embeddable web widget, whichever fits how your team works
Answer-quality check on 50 real questions from your team, run and reviewed before go-live
Weekly re-sync of changed sources
Monthly tuning from the corrections your team actually made in review

05Questions

Frequently asked questions

No. Enso works with the tools you already use by connecting to them when you grant access. We do not claim official integrations or certifications with Slack or any other tool.

See it on your own tools

A 30-minute call is enough to map your sources and show what Enso would draft from them.

Book a 30-min call

Enso works with the tools you already use, including Slack

How it looksAsk a question, get the answer with its source

The story of your week is buried in Slack: the thread where the decision was made, the channel where the blocker surfaced, the DM where the plan changed. Reconstructing it by hand for a status report or a handoff costs an afternoon, so it usually does not happen and the update goes out thin.

Built for the team that already does this work by hand

The workflow, end to end

Connect the tools you already use

Enso assembles the drafts

You review before anything is shared

Installed in 15 days, then kept current