Turn a
spreadsheet of companies list of exhibitors company directory list of CRM accounts
into a living, searchable map. Instantly.

We clean your data, apply a smart taxonomy, and publish an interactive ecosystem map your members, team, or attendees can actually use. Deep AI search included.

Data maturity path from fragmented data to living data.

0 · Overview

From fragmented to semantic, structured, living data

A short story of how data.Flowers cleaned, structured, mapped data about a cluster of companies.

The result was living data; usable, visual, and searchable by everyone.

Follow our journey through a practical deployment...

CASE STUDY 01 Industry Association · Croatia

CroAI replaced a spreadsheet with an interactive map.

A national AI association was sitting on an outdated categorized list in a spreadsheet that needed to be updated. Anyone searching had to contact the busy volunteers operating the association, or work off hand-crafted PDFs from a year ago.

In four working sessions, we ingested and enriched their data, built a competency-based taxonomy, grew the database massively through user submissions, and shipped a public, AI-searchable map.

It received enormous interest from national media, even prime-time television coverage. The whole country now appreciated their strength in artificial intelligence. Investors sent love letters to the leadership of the association.

11.2x
Higher web traffic after map launch
700+
New visitors after map launch
60%
New companies on the map

We finally had a single, public source of truth for Croatia's AI ecosystem: organized, searchable, and easy to share.

Damir Firšt, CroAI Board Member

See media coverage →

CASE STUDY 02 Industry Association · Slovenia

SloAI turned a growing community into a searchable ecosystem.

Slovenia's AI entrepreneurs and practitioners were already gathering through an informal association called SloAI. But there was no systematic way to see the companies, investors, and organizations shaping the country's AI ecosystem.

To turn that fragmented landscape into something the community could use, the association engaged Data.Flowers to research, structure, and publish it as an interactive map.

The map also includes an AI chat feature, sponsored by DevRev, that gives visitors a deeper way to search by capabilities, not just by company name.

The result is a shared public reference point: a place where Slovenia's AI community can find itself, explain itself, and keep growing.

2.5x
Growth of the database
10,000+
Social media views for the map announcement
100%
Sold-out launch event

Two ways to get your map.

  1. Upload your data

    CSV or Excel of companies, members, exhibitors, or speakers. Up to 10,000 rows.

  2. We verify and scope

    We review the file, propose a taxonomy and timeline, and quote a fixed price within 24 hours.

  3. Approve and pay

    Sign off on the scope and pay via Stripe. We start the same day.

  4. Live map in about a day

    Embedded on your site or hosted on ours. CRM exports included. You own the data.

Drop your CSV or Excel file
Max 2,000 rows · No PII required
Choose file No file selected
Quote returned in ~24 hrs

Your data is more interesting than your spreadsheet makes it look.

Industry association, trade show, VC firm, or consulting practice: if you have a list of companies that should be telling a story, we would love to talk.

Start the conversation

Prefer email or socials? hello@data.flowers