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Virtual Minds

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uuid0008qr5

Namestring
Virtual Minds
Legal namestring
Virtual Minds GmbH
Websiteurl
virtualminds.de
Company typeenum
Private
Founded yearint
2004
Descriptiontext

Virtual Minds GmbH is a German-headquartered, privately-held adtech company founded in 2001 and operating for more than 20 years in European advertising technology. The company offers a full-stack programmatic ecosystem composed of five integrated products: Media Manager (a holistic TV advertising engine for planning, delivery, and measurement across broadcasters), Adition (a modular ad-serving platform), Active Agent (an omnichannel DSP positioned as the first fully-fledged omnichannel DSP on the German market), Yieldlab (a supply-side platform for real-time inventory monetization), and The Adex (a data management platform for cross-device audience intelligence). The platform covers TV, radio, cinema, DOOH, and digital channels, and supports sell-side, buy-side, and hybrid operating models for agencies, advertisers, broadcasters, and publishers.

The business model is enterprise B2B, with quote-based multi-year contracts, transaction-fee and subscription-style revenue streams, and direct enterprise sales complemented by API-first distribution through programmatic platform integrations such as The Trade Desk Price Discovery and Provisioning API. Operations are anchored in an ISO 27001 certified, carrier-neutral data center in Germany, with sovereign cloud infrastructure provided through WIIT, enabling strict German and European data protection compliance. The customer base spans large European broadcasters (ProSieben, ORF), major agency holding companies (dentsu, GroupM, Publicis Media, Havas), and enterprise advertisers across automotive, retail, finance, telecom, and consumer goods (Sixt, Otto, ING DiBa, 1&1, L'Oreal, Payback).

Recent strategic activity has focused on extending platform relevance in a post-cookie environment: launching Any ID Frequency Capping with Utiq, securing a sovereign cloud partnership with WIIT, and integrating with The Trade Desk's automated deal management infrastructure as one of three German SSP partners. The company has executed three acquisitions since 2014 (UNITED COLO, The ADEX, AdClear) to broaden infrastructure, data, and verification capabilities. Leadership comprises co-founder and CEO Andreas Kleiser alongside CPO Nils Röhrig and CSO Hendrik Kempfert, with former Managing Director Tom Peruzzi departing in January 2026.

Short descriptiontext

Virtual Minds is a German adtech company offering a full-stack programmatic ecosystem (DSP, SSP, DMP, ad server, TV engine) to European agencies, advertisers, broadcasters, and publishers, with GDPR-compliant, ISO 27001 certified infrastructure and 20+ years of operating history.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
101–250
akta.pro rankint
HeadquartersFreiburg, Germany
HQ citystring
Freiburg
HQ countrystring
Germany
HQ regionstring
Europe
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
programmatic advertising platform, ad serving technology, demand-side platform, supply-side platform, data management platform
Industry1 code
1Digital & Programmatic Media Buying (Display, Video, CTV, Audio)
CodeBPAFABABPrimaryYes
NAICS code2 codes
  • Media Buying Agencies541830
  • Media Buying Agencies54183
SIC code1 code
  • Services-Advertising7310
Product category
Programmatic Advertising Technology
Social media profiles2 records
GTM motion2 records

Each record includes

Type, Description, Source

Revenue model2 records
1Programmatic Advertising Platform Services
TypeTransaction Fee
Description

Virtual Minds generates revenue through programmatic advertising technology solutions including DSP, SSP, DMP, and ad serving services. The platform enables agencies, advertisers, and publishers to conduct omnichannel digital advertising campaigns with pricing likely based on transaction fees, subscription tiers, or usage-based models typical for adtech platforms.

virtualminds.com
2Enterprise Software Licensing
TypeSubscription Recurring
Description

Revenue derived from licensing modular advertising technology solutions to publishers, broadcasters, and advertisers in the European market, with individual tailored implementations and ongoing support.

virtualminds.com
Marketing channels3 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels3 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Pricing details1 tier
1Enterprise B2B platform with customized pricing
ModelOtherBilling cadenceMulti-year contract
Notes

Quote-based / Not publicly disclosed

virtualminds.com
GTM typeB2B
B2B
Offering typeSoftware
Software
Brand1 of 5 records shown
1Media Manager
Description

Holistic TV advertising engine enabling combined and harmonized planning, delivery and measurement of all broadcasters' video inventories.

virtualminds.com
+4 more records
Core offering1 text field

Virtual Minds builds and licenses an integrated suite of programmatic advertising technology platforms — Adition (ad server), Active Agent (DSP), Yieldlab (SSP), The Adex (DMP) and Media Manager (TV advertising engine). These products are sold to media agencies, brand advertisers and publishers/broadcasters across Europe to plan, buy, sell, target and measure digital and TV advertising campaigns.

Differentiator
Functional benefit
Problem solved
Product overview1 text field

Virtual Minds is a European ad technology company offering a comprehensive programmatic advertising ecosystem with multiple integrated products. The portfolio consists of five core products: Media Manager (TV advertising engine for planning, delivery and measurement), Adition (modular adserving platform), Active Agent (omnichannel DSP for media purchasing), Yieldlab (SSP for yield optimization and real-time inventory monetization), and The Adex (data management platform for data aggregation and analysis). The company positions itself as providing the programmatic ecosystem from a single source, serving sell side, buy side and hybrid needs with omnichannel and targeting capabilities.

Product and service5 records
1Adition
CategoryAd Serving
Description

Adition is Virtual Minds' ad serving platform that delivers, manages and optimizes digital advertising campaigns across display, mobile and video inventory for agencies, advertisers and publishers.

2Active Agent
CategoryDemand-Side Platform (DSP)
Description

Active Agent is Virtual Minds' demand-side platform (DSP) used by agencies and advertisers to buy programmatic digital media, with real-time bidding, audience targeting, frequency capping and cross-device campaign optimization capabilities.

3Yieldlab
CategorySupply-Side Platform (SSP)
Description

Yieldlab is Virtual Minds' supply-side platform (SSP) that enables publishers and broadcasters to monetize their digital ad inventory through header bidding, real-time auctions and access to a broad demand-side ecosystem.

4The Adex
CategoryData Management Platform (DMP)
Description

The Adex is Virtual Minds' data management platform (DMP) that enables agencies, advertisers and publishers to collect, segment and activate audience data for programmatic targeting and campaign personalization.

5Media Manager
CategoryTV Advertising Management
Description

Media Manager is Virtual Minds' TV advertising engine used to plan, manage and optimize linear TV advertising campaigns, extending the company's programmatic capabilities into broadcast TV for advertisers and broadcasters.

Scale indicator2 records

Each record includes

Type, Value, Description, Source

Partnership2 partners
Strategic tierCoreTypeTechnology or IntegrationAnnounced on2026-02-06
Description

Virtual Minds secured integration with The Trade Desk's Price Discovery and Provisioning API as one of three German SSP partners (alongside Ströer and YOC). This marked The Trade Desk's first deployment of automated deal management infrastructure in Germany. The API enables advertisers to configure and verify programmatic deals directly within the platform, replacing manual coordination with standardized infrastructure.

Strategic tierCoreTypeTechnology or IntegrationAnnounced on2025-10-08
Description

Partnership with WIIT for OpenStack cloud infrastructure to support sovereign cloud operations. WIIT provides the cloud infrastructure enabling Virtual Minds to maintain data sovereignty and compliance requirements for their German and European customers.

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight5 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

Denmark-based European adtech offering a comparable full-stack programmatic platform (DSP, SSP, DMP, ad server, creative) with similar sell-side/buy-side/hybrid positioning. Closest direct competitor given overlapping product breadth and European DNA.

TypeDirect peer
Description

France-based independent adtech platform combining SSP, ad server, and DSP capabilities for agencies, advertisers, and publishers. Comparable European full-stack positioning and customer base (agencies and premium publishers).

TypeDirect peer
Description

German digital media and SSP operator directly competing with Yieldlab in supply-side yield optimization and programmatic. Also a fellow German Trade Desk Price Discovery API partner, making it a head-to-head rival for German SSP share.

4YOC
TypeDirect peer
Description

German-based digital adtech company specializing in high-impact and mobile programmatic advertising, also named alongside Virtual Minds as one of three German SSPs integrating with The Trade Desk's automated deal management.

TypeDirect peer
Description

French-founded SSP/retargeting platform serving European agencies and advertisers with programmatic demand and supply monetization. Comparable in being a publicly-scaled European programmatic platform with sell-side and buy-side offerings.

TypeBroad incumbent
Description

Global independent DSP leader that competes with Active Agent for buy-side spend and is simultaneously an integration partner via the Price Discovery API. Larger scale and global demand make it the dominant incumbent DSP in Europe.

TypeBroad incumbent
Description

Largest independent SSP globally with strong CTV focus, competing with Yieldlab for premium publisher inventory. Overlaps in omnichannel sell-side monetization and is the typical 'global incumbent' alternative to a regional SSP like Yieldlab.

TypeBroad incumbent
Description

Largest global ad exchange and DSP stack; competes with both Active Agent (buy-side) and Yieldlab (sell-side) across European agency budgets. Represents the principal walled-garden competitor for independent full-stack platforms.

TypeBroad incumbent
Description

Independent global SSP competing with Yieldlab for European publisher supply and offering buy-side header bidding wrappers. Comparable supply-side technology business with broader geographic reach.

TypeEmerging player
Description

Independent global data management platform (DMP) and data collaboration provider, overlapping with The Adex DMP in audience data aggregation and segmentation for advertisers and publishers.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat6 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers15 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment3 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile3 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
Yes

Docs URL, Description

Integration1 record

Each record includes

Title, Type, Description, Source

AI maturity
App detail

Has app

Feature7 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles4 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
Compliance1 record

Each record includes

Name, Class, Description

Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A3 records

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment1 record

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Virtual Minds

Programmatic Advertising Technologyvirtualminds.de

Virtual Minds is a German adtech company offering a full-stack programmatic ecosystem (DSP, SSP, DMP, ad server, TV engine) to European agencies, advertisers, broadcasters, and publishers, with GDPR-compliant, ISO 27001 certified infrastructure and 20+ years of operating history.

What Virtual Minds does

Virtual Minds GmbH is a German-headquartered, privately-held adtech company founded in 2001 and operating for more than 20 years in European advertising technology. The company offers a full-stack programmatic ecosystem composed of five integrated products: Media Manager (a holistic TV advertising engine for planning, delivery, and measurement across broadcasters), Adition (a modular ad-serving platform), Active Agent (an omnichannel DSP positioned as the first fully-fledged omnichannel DSP on the German market), Yieldlab (a supply-side platform for real-time inventory monetization), and The Adex (a data management platform for cross-device audience intelligence). The platform covers TV, radio, cinema, DOOH, and digital channels, and supports sell-side, buy-side, and hybrid operating models for agencies, advertisers, broadcasters, and publishers.

The business model is enterprise B2B, with quote-based multi-year contracts, transaction-fee and subscription-style revenue streams, and direct enterprise sales complemented by API-first distribution through programmatic platform integrations such as The Trade Desk Price Discovery and Provisioning API. Operations are anchored in an ISO 27001 certified, carrier-neutral data center in Germany, with sovereign cloud infrastructure provided through WIIT, enabling strict German and European data protection compliance. The customer base spans large European broadcasters (ProSieben, ORF), major agency holding companies (dentsu, GroupM, Publicis Media, Havas), and enterprise advertisers across automotive, retail, finance, telecom, and consumer goods (Sixt, Otto, ING DiBa, 1&1, L'Oreal, Payback).

Recent strategic activity has focused on extending platform relevance in a post-cookie environment: launching Any ID Frequency Capping with Utiq, securing a sovereign cloud partnership with WIIT, and integrating with The Trade Desk's automated deal management infrastructure as one of three German SSP partners. The company has executed three acquisitions since 2014 (UNITED COLO, The ADEX, AdClear) to broaden infrastructure, data, and verification capabilities. Leadership comprises co-founder and CEO Andreas Kleiser alongside CPO Nils Röhrig and CSO Hendrik Kempfert, with former Managing Director Tom Peruzzi departing in January 2026.

Virtual Minds firmographics

Firmographics
Name
Virtual Minds
Legal name
Virtual Minds GmbH
Website
https://virtualminds.de
Company type
Private
Founded year
2004
Operating status
Operating
Headcount range
101–250 employees
Short description
Virtual Minds is a German adtech company offering a full-stack programmatic ecosystem (DSP, SSP, DMP, ad server, TV engine) to European agencies, advertisers, broadcasters, and publishers, with GDPR-compliant, ISO 27001 certified infrastructure and 20+ years of operating history.
Ownership category
akta.pro rank

Virtual Minds industry classification

Industry
Product category
Programmatic Advertising Technology
NAICS
Media Buying Agencies (541830), Media Buying Agencies (54183)
SIC
Services-Advertising (7310)
akta.pro primary industry
Digital & Programmatic Media Buying (Display, Video, CTV, Audio) (BPAFABAB)

Keywords

  • Programmatic advertising platform
  • Ad serving technology
  • Demand-side platform
  • Supply-side platform
  • Data management platform

Where Virtual Minds is headquartered

Location

Headquarters

HQ city
Freiburg
HQ country
Germany
HQ region
Europe

Offices1 record

Markets served

Virtual Minds business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Revenue model

  1. Programmatic Advertising Platform Services: Virtual Minds generates revenue through programmatic advertising technology solutions including DSP, SSP, DMP, and ad serving services. The platform enables agencies, advertisers, and publishers to conduct omnichannel digital advertising campaigns with pricing likely based on transaction fees, subscription tiers, or usage-based models typical for adtech platforms.
  2. Enterprise Software Licensing: Revenue derived from licensing modular advertising technology solutions to publishers, broadcasters, and advertisers in the European market, with individual tailored implementations and ongoing support.

Pricing tiers

ModelBillingPrice
OtherMulti-year contractEnterprise B2B platform with customized pricing

Go-to-market motion2 records

Distribution channels3 records

Marketing channels3 records

Virtual Minds product offering

Product offering

Core offering

Virtual Minds builds and licenses an integrated suite of programmatic advertising technology platforms — Adition (ad server), Active Agent (DSP), Yieldlab (SSP), The Adex (DMP) and Media Manager (TV advertising engine). These products are sold to media agencies, brand advertisers and publishers/broadcasters across Europe to plan, buy, sell, target and measure digital and TV advertising campaigns.

Product overview

Virtual Minds is a European ad technology company offering a comprehensive programmatic advertising ecosystem with multiple integrated products. The portfolio consists of five core products: Media Manager (TV advertising engine for planning, delivery and measurement), Adition (modular adserving platform), Active Agent (omnichannel DSP for media purchasing), Yieldlab (SSP for yield optimization and real-time inventory monetization), and The Adex (data management platform for data aggregation and analysis). The company positions itself as providing the programmatic ecosystem from a single source, serving sell side, buy side and hybrid needs with omnichannel and targeting capabilities.

Differentiator

Problem solved

Functional benefit

Brands

  • Media Manager: Holistic TV advertising engine enabling combined and harmonized planning, delivery and measurement of all broadcasters' video inventories.
  • Adition
  • Active Agent
  • Yieldlab
  • The Adex

Products and services

  • Adition Adition is Virtual Minds' ad serving platform that delivers, manages and optimizes digital advertising campaigns across display, mobile and video inventory for agencies, advertisers and publishers.
  • Active Agent Active Agent is Virtual Minds' demand-side platform (DSP) used by agencies and advertisers to buy programmatic digital media, with real-time bidding, audience targeting, frequency capping and cross-device campaign optimization capabilities.
  • Yieldlab Yieldlab is Virtual Minds' supply-side platform (SSP) that enables publishers and broadcasters to monetize their digital ad inventory through header bidding, real-time auctions and access to a broad demand-side ecosystem.
  • The Adex The Adex is Virtual Minds' data management platform (DMP) that enables agencies, advertisers and publishers to collect, segment and activate audience data for programmatic targeting and campaign personalization.
  • Media Manager Media Manager is Virtual Minds' TV advertising engine used to plan, manage and optimize linear TV advertising campaigns, extending the company's programmatic capabilities into broadcast TV for advertisers and broadcasters.

Companies that use Virtual Minds

Customer profile

Named customers15 records

Segments3 records

Ideal customer profiles3 records

Virtual Minds technology and API

Technology

Technology focussed Yes

API detail

Has API
Yes
API docs
API detail

Core technology

AI maturity

App detail

Integration1 record

Feature7 records

Virtual Minds partnerships and signals

Strategic signal

Partnerships

Two partnerships are on record, tiered core.

  • The Trade DeskcoreTechnology or Integration · 6 February 2026Virtual Minds secured integration with The Trade Desk's Price Discovery and Provisioning API as one of three German SSP partners (alongside Ströer and YOC). This marked The Trade Desk's first deployment of automated deal management infrastructure in Germany. The API enables advertisers to configure and verify programmatic deals directly within the platform, replacing manual coordination with standardized infrastructure.
  • WIITcoreTechnology or Integration · 8 October 2025Partnership with WIIT for OpenStack cloud infrastructure to support sovereign cloud operations. WIIT provides the cloud infrastructure enabling Virtual Minds to maintain data sovereignty and compliance requirements for their German and European customers.

Scale indicators2 records

Recent moves6 records

Expansion highlights5 records

Virtual Minds competitors and assessment

Company assessment

Direct peers

  • Adform: Denmark-based European adtech offering a comparable full-stack programmatic platform (DSP, SSP, DMP, ad server, creative) with similar sell-side/buy-side/hybrid positioning. Closest direct competitor given overlapping product breadth and European DNA.
  • Equativ (formerly Smart AdServer): France-based independent adtech platform combining SSP, ad server, and DSP capabilities for agencies, advertisers, and publishers. Comparable European full-stack positioning and customer base (agencies and premium publishers).
  • Ströer: German digital media and SSP operator directly competing with Yieldlab in supply-side yield optimization and programmatic. Also a fellow German Trade Desk Price Discovery API partner, making it a head-to-head rival for German SSP share.
  • YOC: German-based digital adtech company specializing in high-impact and mobile programmatic advertising, also named alongside Virtual Minds as one of three German SSPs integrating with The Trade Desk's automated deal management.
  • Criteo: French-founded SSP/retargeting platform serving European agencies and advertisers with programmatic demand and supply monetization. Comparable in being a publicly-scaled European programmatic platform with sell-side and buy-side offerings.

Broad incumbents

  • The Trade Desk: Global independent DSP leader that competes with Active Agent for buy-side spend and is simultaneously an integration partner via the Price Discovery API. Larger scale and global demand make it the dominant incumbent DSP in Europe.
  • Magnite: Largest independent SSP globally with strong CTV focus, competing with Yieldlab for premium publisher inventory. Overlaps in omnichannel sell-side monetization and is the typical 'global incumbent' alternative to a regional SSP like Yieldlab.
  • Google Ad Manager (DV360 / Google AdX): Largest global ad exchange and DSP stack; competes with both Active Agent (buy-side) and Yieldlab (sell-side) across European agency budgets. Represents the principal walled-garden competitor for independent full-stack platforms.
  • Pubmatic: Independent global SSP competing with Yieldlab for European publisher supply and offering buy-side header bidding wrappers. Comparable supply-side technology business with broader geographic reach.

Emerging players

  • Lotame: Independent global data management platform (DMP) and data collaboration provider, overlapping with The Adex DMP in audience data aggregation and segmentation for advertisers and publishers.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

Virtual Minds social profiles

Digital presence

Virtual Minds compliance and trust

Trust signal

Compliance1 record

Virtual Minds financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Virtual Minds leadership team

Management profile

Number of profiles

Profiles4 records

Virtual Minds funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Virtual Minds M&A and investment

M&A and investment

M&A3 records

Investments1 record

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Virtual Minds

What does Virtual Minds do?

Virtual Minds builds and licenses an integrated suite of programmatic advertising technology platforms — Adition (ad server), Active Agent (DSP), Yieldlab (SSP), The Adex (DMP) and Media Manager (TV advertising engine). These products are sold to media agencies, brand advertisers and publishers/broadcasters across Europe to plan, buy, sell, target and measure digital and TV advertising campaigns.

Is Virtual Minds a public or private company?

Virtual Minds is a private company. It is classified as founder individual operated bootstrapped and is currently operating.

When was Virtual Minds founded?

Virtual Minds was founded in 2004. It employs 101 to 250 people.

Where is Virtual Minds based?

Virtual Minds is headquartered in Freiburg, Germany, in the Europe region.

How does Virtual Minds make money?

Two revenue lines are on record. Programmatic Advertising Platform Services are the primary driver. The others are enterprise Software Licensing.

Who are Virtual Minds's main competitors?

Direct peers on record are Adform, Equativ (formerly Smart AdServer), Ströer, YOC and Criteo. Broad incumbents are The Trade Desk, Magnite, Google Ad Manager (DV360 / Google AdX) and Pubmatic. Lotame is listed as an emerging player.

Does Virtual Minds have an API?

Yes. The Trade Desk Price Discovery and Provisioning API enables advertisers to configure and verify programmatic deals directly within The Trade Desk's platform, replacing manual coordination with standardized infrastructure. This integration provides full transparency into deal parameters including budget, pacing, permissions, and brand safety requirements. It addresses historical inefficiencies where 90% of deal IDs failed to scale effectively due to limited visibility into performance metrics and delivery schedules.

What industry is Virtual Minds in?

Virtual Minds's product category is Programmatic Advertising Technology. Its primary akta.pro industry code is BPAFABAB, Digital & Programmatic Media Buying (Display, Video, CTV, Audio). Its NAICS code is 541830 and its SIC code is 7310.

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Live signals
TelecompaperUtiq picks former Virtual Minds executive for product officer vacancyBelgian adtech company Utiq has appointed Max Baum as its new Chief Product Officer. Baum joins from Virtual Minds, a ProSiebenSat.1-owned adtech developer, where he served as vice president for product and data until May this year. Prior to that role, Baum held chief product officer and chief operating officer positions at Virtual Minds subsidiary The Adex from 2018 to 2022.PPC LandTrade Desk cracks German deal management with three SSP integrationsThe Trade Desk announced on February 6, 2026, that it secured integrations with three German supply-side platforms—Ströer, Virtual Minds, and YOC—for its Price Discovery and Provisioning API, marking the demand-side platform's first deployment of automated deal management infrastructure in Germany. The API enables advertisers to configure and verify programmatic deals directly within The Trade Desk's platform, replacing manual coordination with standardized infrastructure and full transparency into deal parameters including budget, pacing, permissions, and brand safety requirements. The deployment addresses historical inefficiencies where 90% of deal IDs failed to scale effectively due to limited visibility into performance metrics and delivery schedules.VirtualmindsFrom the sea of data to personalisation: How AI and machine learning are changing the adtech industryAn interview with Max Deyerl, Senior Product Manager at Virtual Minds, explores how AI and machine learning are being integrated into programmatic advertising to improve targeting, fraud detection, and campaign optimization. Virtual Minds is developing AI-powered predictive models within its Integrated Yield Platform (IYP) and DSP Active Agent to optimize bidding behavior and predict delivery-relevant events like clicks. The article discusses how AI analyzes large amounts of data in real time to create detailed user profiles and automatically adjust advertising campaigns for maximum impact.