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Formation

Transportation · San Francisco, United States · Founded 2015

Formation | AI-Powered Personalization Marketing MoreLess

Formation operates as a specialized enterprise software provider, focusing on AI-driven marketing personalization. The firm was originally spun off from Boston Consulting Group's (BCG) corporate innovation arm, BCG Digital Ventures, in 2015. In August 2022, in a strategic move to enhance its technology and AI software capabilities, BCG fully acquired the San Francisco-based company.

The company was co-founded by Christian Selchau-Hansen, who also served as its CEO. His background includes over two decades in the technology sector, with significant product and leadership roles at data-centric companies like Square and Zynga. Prior to founding Formation, Selchau-Hansen was a Partner and Managing Director at BCG Digital Ventures, where he advised large corporations and incubated new startups, an experience that directly informed the creation of Formation. He holds an MBA from The Wharton School and bachelor's degrees in mechanical engineering and economics from Rice University.

Formation's core business revolves around its proprietary software-as-a-service (SaaS) platform, which enables large-scale, one-to-one personalization for enterprise clients. The platform leverages artificial intelligence and machine learning to analyze first-party customer data, allowing brands to automate the creation and delivery of millions of individualized offers. It continuously learns from customer interactions across both digital and physical channels to refine and optimize subsequent offers, thereby increasing their effectiveness. This dynamic offer optimization is designed for marketing teams in sectors such as retail, grocery, travel, and quick-service restaurants (QSR). By enabling hyper-personalized customer experiences, the company helps its clients drive incremental revenue, which has reportedly surpassed $2 billion, and enhance customer lifetime value. Following the acquisition, Formation became part of BCG X, the consultancy's tech-build and design business unit, to further scale its vision of personalized commerce.

Keywords: marketing personalization, AI marketing, customer engagement, dynamic offer optimization, machine learning personalization, customer lifetime value, retail technology, e-commerce marketing, Christian Selchau-Hansen, BCG X, loyalty marketing, 1:1 marketing, automated offers, first-party data, customer experience platform, marketing automation software, SaaS, enterprise software, QSR marketing, travel industry marketing

Company overview

Formation company information

The essential company record, classifications and operating signals in one place.

Status
Acquired
Founded
2015
Headquarters
San Francisco, United States
Employees
40
Open positions
None listed
Dealroom signal
68.8
client focusb2bbusiness modelSaaSindustryTransportation

Valuation & funding

Formation funding history

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
ACQUISITIONExit Aug 2022 $0 Boston Consulting Group
SERIES AEquity / VC Jul 2016 $30M $120M BCG Digital Ventures
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Financials

Workforce over time

Available workforce history. Financial fields without reported data are omitted.

YearEmployees
2026 40
2025 42
2024 87
2023 87
2022 87
2021 90
2020 108
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Growth signals

Formation website traffic

Latest recorded traffic for Formation is 150 monthly website visits, down 74.6% over the last three months. Formation's team declined 4.8% over the past year.

Latest monthly visits150 3-month web change-74.6% 1-year team growth-4.8%
Monthly website visits45 observations · Aug 2020–Dec 2025
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Comparisons

Formation compared with similar companies

Dealroom’s weighted taxonomy model identifies the closest operating peers. Company identity and context stay open; selected comparison metrics preview what is available in the platform.

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Talent graph

Formation's talent

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Team profiled 16 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 2 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Investors

2 investors on Formation's cap table

Sourced from Dealroom's funding and investor records.

Series A 1 investor entered at this stage
BCG Digital Ventures
Other known 1 additional known investor
Boston Consulting Group

Global footprint

Where Formation has talent and traffic

Workforce by country
5 countries with
team presence
🇫🇷 France58.3%
🇸🇳 Senegal16.7%
🇺🇸 United States8.3%
🇧🇪 Belgium8.3%
🇩🇿 Algeria8.3%
5 countries shown

In the news

Latest news about Formation

Recent press, funding announcements, and product moves mentioning Formation — open to read from the original sources.

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Market sentiment

What the market is saying about Formation

An AI-synthesized read of the highest-engagement posts about Formation on X over the past 7 days. We rank by likes & retweets, ignore corporate channels, and surface the themes that broke out from real people.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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