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Operations

One question, one answer, every source cited

Business challenge

Where the workflow breaks down

Internal knowledge lives in Notion, Drive, SharePoint, Slack archives, and the heads of three senior people. New hires waste days asking around. Veterans waste time answering the same questions for the fifth time. The information exists — it just can't be found.

Fragmented sources

Policies in one wiki, SOPs in another, vendor specs in a third.

Repeated questions

The same handful of senior people field the same questions month after month.

No trail

Even when an answer is given, it isn't captured anywhere searchable.

Institutional knowledge, on demand

Source-cited answersSearchable conversation historySenior team hours freed
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85%

Questions resolved instantly

Answered directly from your own docs, with sources cited inline.

Illustrative workflow target. Actual results depend on process volume, data quality, and system access.

Madency solution

How the agent works

The Knowledge Base Q&A Agent indexes your wikis, drives, and policy docs, answers natural-language questions in Slack or Teams, and cites every source it draws from.

01Step

Source indexing

Connects to your wikis, drives, and approved doc sources.

02Step

Question capture

Listens for questions in your chosen channel (Slack, Teams, or a web form).

03Step

Retrieval

Pulls the most relevant passages across all indexed sources.

04Step

Answer generation

Composes a direct answer grounded in the retrieved content.

05Step

Citation

Every answer links back to the source doc, so the user can verify and read more.

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