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Wolf Materials Lab

Synthetic workshop scenario

29 Markets · 1102 Locations · 7 Categories
Wolf Materials Lab · Synthetic commercial data · No sign-in · AI and voice simulated by default

Baseline: current market data

Baseline: market spend exports, RFI feedback and offer sheet, consolidated

34.01 million EUR

identified purchasing volume from data nobody could put side by side before

Synthetic purchasing scope with illustrative estimates and mixed catalogues.

29

Files processed

29

Countries

4,872

Data rows

25

Languages

6

Currencies

22/29

usable
As delivered — as read
AT · WLF-1001 | Graduated mixing cup | 3M

3M · Graduated mixing cup

4.8 thousand EUR
SE · WLF-1001 | Graduated mixing cup | Finixa

Finixa · Graduated mixing cup

38,252.47 SEK → 3.4 thousand EUR
PT · WLF-1001 | Graduated mixing cup | PPG / Nexa

PPG / Nexa · Graduated mixing cup

8.3 thousand EUR
SI · WLF-1001 | Graduated mixing cup | Finixa

Finixa · Graduated mixing cup

1.6 thousand EUR

The agent raises an alert

Push, not pull: the machine reaches out when a decision is needed
Email
Neue Daten2026-09-18T09:15:00Z

Invoice lines require matching to the effective price version and pack unit.

Invoice lines require matching to the effective price version and pack unit.
Dashboard
Anomaly2026-09-18T10:15:00Z

Missing article codes remain in the human review queue.

Missing article codes remain in the human review queue.
Teams
Data quality2026-09-18T11:15:00Z

All commercial data is synthetic and is not evidence of real supplier performance.

All business data is synthetic and is not evidence of real supplier performance.

Insights

What the machine found in the data pot

Invoice lines require matching to the effective price version and pack unit.

Invoice lines require matching to the effective price version and pack unit.

Missing article codes remain in the human review queue.

Missing article codes remain in the human review queue.

All commercial data is synthetic and is not evidence of real supplier performance.

All business data is synthetic and is not evidence of real supplier performance.

Volume per Country

Identified 2026 purchasing by brand
3M
Glasurit (BASF)
Finixa
Mirka
SATA
tesa
PPG / Nexa
Würth
Kovax
Starcke
Unassigned / Other
Other colours indicate country-specific suppliers and distributors; names appear on the segment or tooltip. Click a segment for invoice lines. These are country-specific supplier references. Click to inspect the invoice lines.

Portugal

SATA
Mirka
Würth
Glasurit (BASF)
3M
Sonstige
1.39 million EUR

Romania

tesa
Finixa
Glasurit (BASF)
Kovax
Starcke
Sonstige
1.37 million EUR

Malaysia

tesa
Glasurit (BASF)
Finixa
Kovax
Sonstige
1.33 million EUR

Slovenia

Starcke
3M
Mirka
tesa
Würth
Sonstige
1.3 million EUR

Italy

Kovax
Glasurit (BASF)
tesa
Finixa
Sonstige
1.29 million EUR

North Macedonia

Würth
Mirka
PPG / Nexa
Finixa
Sonstige
1.27 million EUR

China

PPG / Nexa
3M
Starcke
Mirka
Sonstige
1.27 million EUR

Austria

Würth
Kovax
Glasurit (BASF)
SATA
Sonstige
1.26 million EUR

Hungary

Starcke
tesa
Finixa
PPG / Nexa
Sonstige
1.23 million EUR

Ukraine

Starcke
tesa
Kovax
Finixa
PPG / Nexa
Sonstige
1.22 million EUR

Singapore

Mirka
Finixa
Starcke
3M
Sonstige
1.22 million EUR

Poland

PPG / Nexa
Starcke
tesa
Sonstige
1.21 million EUR

Slovakia

Glasurit (BASF)
SATA
Würth
Kovax
Sonstige
1.2 million EUR

Germany

Starcke
Finixa
PPG / Nexa
tesa
Sonstige
1.18 million EUR

Kosovo

PPG / Nexa
Starcke
Mirka
SATA
Sonstige
1.17 million EUR

Switzerland

Kovax
tesa
Finixa
Sonstige
1.17 million EUR

Croatia

3M
SATA
Würth
Sonstige
1.16 million EUR

Bosnia and Herzegovina

tesa
SATA
Kovax
Sonstige
1.16 million EUR

Sweden

PPG / Nexa
3M
Mirka
Starcke
Sonstige
1.14 million EUR

Japan

Glasurit (BASF)
SATA
3M
Würth
Kovax
Sonstige
1.13 million EUR

France

Glasurit (BASF)
SATA
3M
Würth
Sonstige
1.08 million EUR

Bulgaria

Finixa
Starcke
3M
Mirka
Sonstige
1.08 million EUR

Colombia

Glasurit (BASF)
Finixa
tesa
Kovax
Sonstige
1.08 million EUR

Spain

Mirka
Starcke
Finixa
Sonstige
1.06 million EUR

Czechia

Würth
Mirka
PPG / Nexa
3M
Sonstige
1.06 million EUR

Chile

Würth
3M
Mirka
SATA
Sonstige
1.03 million EUR

Montenegro

SATA
Mirka
Würth
Glasurit (BASF)
Sonstige
1 million EUR

Serbia

Glasurit (BASF)
Sonstige
993.8 thousand EUR

Albania

PPG / Nexa
Finixa
Sonstige
957.5 thousand EUR
Usable accounting data only; fixed approximate FX rates.

Price ranges

Same article, different countries

Graduated mixing cup

#WLF-1001
×2.5
BA 15.88 €
PT 39.86 €

Sanding discs 150 mm, coarse

#WLF-1002
×2.6
RS 45.90 €
CH 117 €

Standard masking tape

#WLF-1003
×2.4
CZ 13.09 €
PL 31.16 €

Cutting compound (coarse/medium)

#WLF-1004
×2.4
RO 17.65 €
IT 43.07 €

Solvent-based silicone remover

#WLF-1005
×2.5
PL 25.66 €
CZ 63.55 €

Half mask / spray-painting respirator

#WLF-1006
×2.4
IT 18.22 €
HU 44.30 €

Random orbital sander 150 mm, 5 mm orbit

#WLF-1007
×2.4
CH 26.72 €
XK 64.87 €

Paint cup for compressed-air spray gun

#WLF-1008
×2.3
DE 48.89 €
PT 113 €

Sanding discs 150 mm, intermediate

#WLF-1009
×2.5
CN 35.07 €
PT 89.15 €

Fine-line tape

#WLF-1010
×2.5
SK 11.18 €
CO 27.98 €

Polish (fine / anti-hologram)

#WLF-1011
×2.4
BG 6.79 €
ME 16.17 €

Water-based silicone remover

#WLF-1012
×2.4
SI 19.77 €
SE 48.09 €
Per-piece EUR where the packing unit is known; each tooltip states the basis. Green = cheapest market, red = most expensive, blue = in between. The packing unit must be confirmed before comparison.

Delta analysis: negotiation targets

What the numbers already say about achievable targets
reference itemshighest pricebest pricePotential Jan–Aug 2026

Graduated mixing cup

#WLF-1001 · 40,458 pieces in the period		39.86 € PT15.88 € BA

970.2 thousand EUR

Sanding discs 150 mm, coarse

#WLF-1002 · 41,966 pieces in the period		117.26 € CH45.90 € RS

2.99 million EUR

Standard masking tape

#WLF-1003 · 41,952 pieces in the period		31.16 € PL13.09 € CZ

758.1 thousand EUR

Cutting compound (coarse/medium)

#WLF-1004 · 39,772 pieces in the period		43.07 € AT17.65 € RO

1.01 million EUR

Solvent-based silicone remover

#WLF-1005 · 42,768 pieces in the period		63.55 € CZ25.66 € PL

1.62 million EUR

Half mask / spray-painting respirator

#WLF-1006 · 39,864 pieces in the period		44.30 € HU18.22 € IT

1.04 million EUR

Random orbital sander 150 mm, 5 mm orbit

#WLF-1007 · 40,554 pieces in the period		64.87 € XK26.72 € CH

1.55 million EUR

Paint cup for compressed-air spray gun

#WLF-1008 · 41,783 pieces in the period		112.79 € PT48.89 € DE

2.67 million EUR

Sanding discs 150 mm, intermediate

#WLF-1009 · 42,564 pieces in the period		89.15 € PT35.07 € CN

2.3 million EUR

Fine-line tape

#WLF-1010 · 40,648 pieces in the period		27.98 € CO11.18 € SK

682.9 thousand EUR

Polish (fine / anti-hologram)

#WLF-1011 · 40,953 pieces in the period		16.17 € ME6.79 € BG

384.1 thousand EUR

Water-based silicone remover

#WLF-1012 · 40,970 pieces in the period		48.09 € SE19.77 € SI

1.16 million EUR

Harmonisation potential (supported items only)

Illustrative upper-bound scenario, not realized savings.
17.14 million EUR
Continuous tracking: rebate example
CountrySatzSpend (ident.)Bonus Jan–Aug 2026
Austria3.1 %1.26 million EUR39 thousand EUR
Germany1.8 %1.18 million EUR21.3 thousand EUR
Sweden2.4 %1.14 million EUR27.3 thousand EUR
France1.8 %1.08 million EUR19.4 thousand EUR
Italy2.4 %1.29 million EUR30.9 thousand EUR
Spain1.2 %1.06 million EUR12.8 thousand EUR
Portugal3.1 %1.39 million EUR43.1 thousand EUR
Switzerland2.4 %1.17 million EUR28 thousand EUR
Poland2.4 %1.21 million EUR28.9 thousand EUR
Czechia2.4 %1.06 million EUR25.4 thousand EUR
Slovakia1.8 %1.2 million EUR21.6 thousand EUR
Hungary3.1 %1.23 million EUR38 thousand EUR
Slovenia1.2 %1.3 million EUR15.6 thousand EUR
Croatia1.8 %1.16 million EUR21 thousand EUR
Romania2.4 %1.37 million EUR32.9 thousand EUR
Bulgaria1.8 %1.08 million EUR19.4 thousand EUR
Serbia2.4 %993.8 thousand EUR23.9 thousand EUR
Bosnia and Herzegovina1.8 %1.16 million EUR20.9 thousand EUR
Albania1.8 %957.5 thousand EUR17.2 thousand EUR
North Macedonia2.4 %1.27 million EUR30.5 thousand EUR
Montenegro1.2 %1 million EUR12 thousand EUR
Ukraine1.8 %1.22 million EUR22 thousand EUR
China1.8 %1.27 million EUR22.9 thousand EUR
Japan1.2 %1.13 million EUR13.6 thousand EUR
Malaysia3.1 %1.33 million EUR41.2 thousand EUR
Singapore3.1 %1.22 million EUR37.8 thousand EUR
Chile1.2 %1.03 million EUR12.4 thousand EUR
Colombia1.2 %1.08 million EUR12.9 thousand EUR
Kosovo3.1 %1.17 million EUR36.3 thousand EUR
Synthetic bonus assumptions by market.

Data quality per Country

What the markets delivered, assessed as-is
CountryVoiceFormatRowsVolumeQuality

Malaysia

1 Datei · EUR

Malay / English

Line item with month and normalized unit1681.33 million EURAuswertbar

Slovenia

1 Datei · EUR

Slovenian

Line item with month and normalized unit1681.3 million EURAuswertbar

Italy

1 Datei · EUR

Italian

Line item with month and normalized unit1681.29 million EURAuswertbar

North Macedonia

1 Datei · EUR

Macedonian

Line item with month and normalized unit1681.27 million EURAuswertbar

Austria

1 Datei · EUR

German

Line item with month and normalized unit1681.26 million EURAuswertbar

Hungary

1 Datei · HUF

Hungarian

Line item with month and normalized unit1681.23 million EURAuswertbar

Poland

1 Datei · PLN

Polish

Line item with month and normalized unit1681.21 million EURAuswertbar

Kosovo

1 Datei · EUR

Albanian

Line item with month and normalized unit1681.17 million EURAuswertbar

Switzerland

1 Datei · EUR

German / French

Line item with month and normalized unit1681.17 million EURAuswertbar

Japan

1 Datei · EUR

Japanese

Line item with month and normalized unit1681.13 million EURAuswertbar

France

1 Datei · EUR

French

Line item with month and normalized unit1681.08 million EURAuswertbar

Bulgaria

1 Datei · EUR

Bulgarian

Line item with month and normalized unit1681.08 million EURAuswertbar

Colombia

1 Datei · EUR

Spanish

Line item with month and normalized unit1681.08 million EURAuswertbar

Montenegro

1 Datei · EUR

Montenegrin

Line item with month and normalized unit1681 million EURAuswertbar

Serbia

1 Datei · EUR

Serbian

Line item with month and normalized unit168993.8 thousand EURAuswertbar

Ukraine

1 Datei · EUR

Ukrainian

Line item with month and normalized unit1681.22 million EURAuswertbar (roh)

Singapore

1 Datei · EUR

English

Line item with month and normalized unit1681.22 million EURAuswertbar (roh)

Germany

1 Datei · EUR

German

Line item with month and normalized unit1681.18 million EURAuswertbar (roh)

Croatia

1 Datei · EUR

Croatian

Line item with month and normalized unit1681.16 million EURAuswertbar (roh)

Bosnia and Herzegovina

1 Datei · EUR

Bosnian

Line item with month and normalized unit1681.16 million EURAuswertbar (roh)

Spain

1 Datei · EUR

Spanish

Line item with month and normalized unit1681.06 million EURAuswertbar (roh)

Czechia

1 Datei · CZK

Czech

Line item with month and normalized unit1681.06 million EURAuswertbar (roh)

Portugal

1 Datei · EUR

Portuguese

Line item with month and normalized unit1681.39 million EURTeilweise

Romania

1 Datei · RON

Romanian

Line item with month and normalized unit1681.37 million EURTeilweise

China

1 Datei · EUR

Mandarin

Line item with month and normalized unit1681.27 million EURTeilweise

Slovakia

1 Datei · EUR

Slovak

Line item with month and normalized unit1681.2 million EURTeilweise

Sweden

1 Datei · SEK

Swedish

Line item with month and normalized unit1681.14 million EURTeilweise

Chile

1 Datei · EUR

Spanish

Line item with month and normalized unit1681.03 million EURTeilweise

Albania

1 Datei · EUR

Albanian

Line item with month and normalized unit168957.5 thousand EURTeilweise

RFI versus accounting comparison

Current supply route versus RFI offer, 10 Suppliers: current supply route versus RFI offer
CountryCurrent purchases in accounting dataRFI: Direct supply offeredOpportunity

Austria

Würth 212.5 thousand EUR
Kovax 206.5 thousand EUR
Glasurit (BASF) 196.4 thousand EUR
SATA 160.5 thousand EUR
Glasurit (BASF)
Finixa
Mirka
SATA
tesa
PPG / Nexa
Kovax
Starcke
–

Germany

Starcke 261.6 thousand EUR
Finixa 164.2 thousand EUR
PPG / Nexa 141.5 thousand EUR
tesa 133.4 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
SATA
tesa
Würth
Kovax
Starcke
–

Sweden

PPG / Nexa 236.5 thousand EUR
3M 216.3 thousand EUR
Mirka 146.7 thousand EUR
Starcke 125.9 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
SATA
PPG / Nexa
Würth
Kovax
Starcke
–

France

Glasurit (BASF) 181.1 thousand EUR
SATA 159.8 thousand EUR
3M 140.7 thousand EUR
Würth 138.3 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
tesa
PPG / Nexa
Würth
Kovax
Starcke
–

Italy

Kovax 218 thousand EUR
Glasurit (BASF) 209.3 thousand EUR
tesa 206.4 thousand EUR
Finixa 170.6 thousand EUR
3M
Glasurit (BASF)
Finixa
SATA
tesa
PPG / Nexa
Würth
Kovax
Starcke
–

Spain

Mirka 225.7 thousand EUR
Starcke 141.4 thousand EUR
Finixa 138.6 thousand EUR
3M 116.3 thousand EUR
3M
Glasurit (BASF)
Mirka
SATA
tesa
PPG / Nexa
Würth
Kovax
–

Portugal

SATA 349.6 thousand EUR
Mirka 222.1 thousand EUR
Würth 143.2 thousand EUR
Glasurit (BASF) 140.3 thousand EUR
3M
Finixa
Mirka
SATA
tesa
PPG / Nexa
Würth
Starcke
–

Switzerland

Kovax 252.2 thousand EUR
tesa 215.4 thousand EUR
Finixa 146.6 thousand EUR
SATA 115.3 thousand EUR
Glasurit (BASF)
Finixa
Mirka
SATA
tesa
PPG / Nexa
Kovax
Starcke
–

Poland

PPG / Nexa 284.3 thousand EUR
Starcke 236.5 thousand EUR
tesa 140.9 thousand EUR
Mirka 119.7 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
SATA
tesa
Würth
Kovax
Starcke
–

Czechia

Würth 192 thousand EUR
Mirka 184.9 thousand EUR
PPG / Nexa 150.3 thousand EUR
3M 143.2 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
SATA
PPG / Nexa
Würth
Kovax
Starcke
–

Slovakia

Glasurit (BASF) 215.9 thousand EUR
SATA 194 thousand EUR
Würth 180.9 thousand EUR
Kovax 175 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
tesa
PPG / Nexa
Würth
Kovax
Starcke
–

Hungary

Starcke 259.4 thousand EUR
tesa 179.1 thousand EUR
Finixa 164.6 thousand EUR
PPG / Nexa 154 thousand EUR
3M
Glasurit (BASF)
Finixa
SATA
tesa
PPG / Nexa
Würth
Kovax
Starcke
–

Slovenia

Starcke 222.2 thousand EUR
3M 188.4 thousand EUR
Mirka 187.9 thousand EUR
tesa 152.9 thousand EUR
3M
Glasurit (BASF)
Mirka
SATA
tesa
PPG / Nexa
Würth
Kovax
–

Croatia

3M 206.4 thousand EUR
SATA 174 thousand EUR
Würth 168.8 thousand EUR
Glasurit (BASF) 122 thousand EUR
3M
Finixa
Mirka
SATA
tesa
PPG / Nexa
Würth
Starcke
–

Romania

tesa 245.8 thousand EUR
Finixa 223.7 thousand EUR
Glasurit (BASF) 218.6 thousand EUR
Kovax 146.4 thousand EUR
Glasurit (BASF)
Finixa
Mirka
SATA
tesa
PPG / Nexa
Kovax
Starcke
–

Bulgaria

Finixa 189.5 thousand EUR
Starcke 169 thousand EUR
3M 133.1 thousand EUR
Mirka 126.4 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
SATA
tesa
Würth
Kovax
Starcke
–

Serbia

Glasurit (BASF) 152.5 thousand EUR
SATA 121.9 thousand EUR
3M 110.9 thousand EUR
Würth 102.5 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
SATA
PPG / Nexa
Würth
Kovax
Starcke
–

Bosnia and Herzegovina

tesa 191.1 thousand EUR
SATA 183.2 thousand EUR
Kovax 146.6 thousand EUR
Finixa 122.4 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
tesa
PPG / Nexa
Würth
Kovax
Starcke
–

Albania

PPG / Nexa 211.1 thousand EUR
Finixa 147.7 thousand EUR
tesa 110.6 thousand EUR
Starcke 91.1 thousand EUR
3M
Glasurit (BASF)
Finixa
SATA
tesa
PPG / Nexa
Würth
Kovax
Starcke
–

North Macedonia

Würth 290.7 thousand EUR
Mirka 220 thousand EUR
PPG / Nexa 179.9 thousand EUR
Finixa 126.7 thousand EUR
3M
Glasurit (BASF)
Mirka
SATA
tesa
PPG / Nexa
Würth
Kovax
–

Montenegro

SATA 162.5 thousand EUR
Mirka 139.6 thousand EUR
Würth 129.2 thousand EUR
Glasurit (BASF) 127.5 thousand EUR
3M
Finixa
Mirka
SATA
tesa
PPG / Nexa
Würth
Starcke
–

Ukraine

Starcke 327.7 thousand EUR
tesa 169 thousand EUR
Kovax 143.5 thousand EUR
Finixa 130.9 thousand EUR
Glasurit (BASF)
Finixa
Mirka
SATA
tesa
PPG / Nexa
Kovax
Starcke
–

China

PPG / Nexa 216.8 thousand EUR
3M 189.1 thousand EUR
Starcke 188.8 thousand EUR
Mirka 159 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
SATA
tesa
Würth
Kovax
Starcke
–

Japan

Glasurit (BASF) 201.4 thousand EUR
SATA 184.2 thousand EUR
3M 155.4 thousand EUR
Würth 145.6 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
SATA
PPG / Nexa
Würth
Kovax
Starcke
–

Malaysia

tesa 297.8 thousand EUR
Glasurit (BASF) 195.5 thousand EUR
Finixa 162.1 thousand EUR
Kovax 139.1 thousand EUR
3M
Glasurit (BASF)
Finixa
Mirka
tesa
PPG / Nexa
Würth
Kovax
Starcke
–

Singapore

Mirka 197.4 thousand EUR
Finixa 175.3 thousand EUR
Starcke 170.3 thousand EUR
3M 153 thousand EUR
3M
Glasurit (BASF)
Finixa
SATA
tesa
PPG / Nexa
Würth
Kovax
Starcke
–

Chile

Würth 177.5 thousand EUR
3M 134.2 thousand EUR
Mirka 133.3 thousand EUR
SATA 128.4 thousand EUR
3M
Glasurit (BASF)
Mirka
SATA
tesa
PPG / Nexa
Würth
Kovax
–

Colombia

Glasurit (BASF) 167.7 thousand EUR
Finixa 165.8 thousand EUR
tesa 143.7 thousand EUR
Kovax 126 thousand EUR
3M
Finixa
Mirka
SATA
tesa
PPG / Nexa
Würth
Starcke
–

Kosovo

PPG / Nexa 221.1 thousand EUR
Starcke 174.8 thousand EUR
Mirka 161 thousand EUR
SATA 129.9 thousand EUR
Glasurit (BASF)
Finixa
Mirka
SATA
tesa
PPG / Nexa
Kovax
Starcke
–
Source: synthetic hackathon commercial data. No customer records.