u/BeachOk2369

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I’m curious how people here manage research-heavy work.

A common problem I see:

You have market reports, competitor notes, customer calls, meeting transcripts, internal discussions, and a final brief to produce.

But the hard part is not just summarizing each source.

It’s connecting things:

- Which meeting decision came from which evidence?

- Which competitor signal changes the original assumption?

- Which open questions still need to be verified?

- Which parts should end up in the client/executive brief?

How do you currently manage this?

Spreadsheets, Notion, docs, Airtable, Miro, internal wiki, something else?

And do you have any explicit way to track whether new evidence supports or weakens your original conclusion?

Most AI tools summarize documents.

But analysts and consultants usually struggle with the next step:

Does this new evidence support the original conclusion?

Does it weaken it?

Or does it reveal something we still need to verify?

That’s the part I think research tools should handle better.

Most AI tools summarize documents.

But analysts and consultants usually struggle with the next step:

Does this new evidence support the original conclusion?

Does it weaken it?

Or does it reveal something we still need to verify?

That’s the part I think research tools should handle better.

But for consultants, analysts, and strategy teams, the hard part usually comes after the summary:

Can I understand a new market fast enough?

Can I tell which new signals actually change my view?

Can I turn the conclusion into a brief that a client or exec can trust?

I’m working on a research workspace for this exact workflow:

from scattered sources → structured context → evidence-backed judgment → client-ready outputs.

Curious: if you do market research, competitive intelligence, or strategy work, where does your workflow break most often?

1. Getting up to speed on a new topic

2. Tracking changes over time

3. Turning research into a convincing output

I’m curious how consultants, PMs, and analysts manage this.

The problem I keep seeing:

- You build a decent market view once

- New company updates, pricing changes, customer signals, funding news keep coming in

- But it’s hard to know whether each new signal actually changes the original conclusion

Do you use a spreadsheet, Notion, Airtable, internal wiki, or something else?

And when a new signal comes in, do you explicitly mark whether it supports, weakens, or changes your previous view?