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Transform

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uuid0004bj5

Namestring
Transform
Legal namestring
Transform
Websiteurl
transform.co
Company typeenum
Private
Founded yearint
2021
Descriptiontext

Transform is a private, venture-backed software company headquartered in San Francisco that has developed a centralized "metrics store" platform for enterprise data analytics. Founded in 2021 by former tech industry professionals, the platform is designed to enable data analysts to deliver accurate, timely, and consistent insights from structured data. The company targets enterprises that lack extensive in-house data engineering resources, offering accessible and scalable analytics infrastructure comparable to that used by major technology companies.

The company's sole product is its Metrics Store platform, which is positioned as a centralized repository for managing and querying business metrics across an organization. The platform is built to democratize access to enterprise-grade analytics tooling, allowing data teams to operate effectively with leaner engineering headcount. No public technical documentation, API surface, SDK offerings, or integration details have been disclosed in available source material, and there is no evidence of patents, trademarks, certifications, or proprietary AI/ML components within the product.

Transform operates with 11-50 employees and has raised $24.5 million in seed/early-stage venture funding as of June 2021. The company has not publicly disclosed pricing models, customer logos, revenue, go-to-market motion, or distribution channels, and it has not announced any partnerships, acquisitions, product integrations, or geographic expansion. The lack of public commercial traction data, combined with the early funding stage and small headcount, indicates the company is in a pre-revenue or very early commercial phase.

Short descriptiontext

Transform is a San Francisco-based software company that offers a centralized metrics store platform enabling enterprise data teams to deliver consistent, timely insights from structured data without requiring extensive in-house data engineering resources.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
11–50
akta.pro rankint
HeadquartersSan Francisco, United States
HQ citystring
San Francisco
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Keyword5 values
metrics store platform, enterprise data analytics, data analysis software, structured data insights, business intelligence tools
Industry1 code
1Digital & Technology Transformation Consulting
CodeBPAHACAHPrimaryYes
NAICS code1 code
  • Software Publishers5132
SIC code1 code
  • Services-Prepackaged Software7372
Product category
Data Analytics Platform
Social media profiles2 records
Cost components4 values
Personnel, Technology or R&D, Operations, Marketing or Sales
GTM typeB2B
B2B
Offering typeSoftware
Software
Core offering1 text field

Transform provides a centralized metrics store platform that enables enterprises to analyze structured data and derive business insights. It is built to democratize access to analytics capabilities comparable to those used by major technology companies, targeting organizations that lack extensive data engineering resources. The product empowers data analysts to deliver accurate, timely, confident, and fast insights without depending on large in-house data engineering teams.

Differentiator
Functional benefit
Problem solved
Product overview1 text field

Transform offers a single unified product — a metrics store platform. The metrics store enables enterprises to analyze structured data and derive insights, targeting organizations that lack extensive data engineering resources.

Product and service1 record
1Metrics Store
CategoryData Analytics Platform
Scale indicator1 record

Each record includes

Type, Value, Description, Source

Recent move2 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight1 record

Each record includes

Type, Description

Peers10 records
1dbt Labs
TypeDirect peer
Description

dbt Labs offers dbt (data build tool) and the Semantic Layer for defining and consuming business metrics, the most direct functional analogue to Transform's metrics store. It is the open standard for transformation that increasingly overlaps with metrics definition and serves the same enterprise data analysts persona.

2Cube (Cube.dev)
TypeDirect peer
Description

Cube provides a headless semantic layer and metrics API for building data applications. It directly competes with Transform in the metrics store category by offering a developer-friendly API to define, govern, and serve consistent metrics across BI tools.

3AtScale
TypeDirect peer
Description

AtScale delivers a semantic layer and metrics engine that sits between cloud data warehouses and BI tools, enabling governed metrics and automated query optimization. It targets the same enterprise analytics buyers as Transform with overlapping functionality.

4Looker (Google Cloud)
TypeBroad incumbent
Description

Looker is a Google Cloud-owned BI platform with its own LookML semantic modeling layer that defines business metrics. It addresses similar enterprise use cases as Transform but as part of a much broader BI and analytics portfolio.

5Mode Analytics
TypeBroad incumbent
Description

Mode provides collaborative analytics with shared definitions of business metrics, SQL/Python notebooks, and reporting. It overlaps with Transform's value proposition of standardized metrics but bundles it with full BI and reporting.

6Hex
TypeEmerging player
Description

Hex is a collaborative data workspace with AI-assisted analysis, semantic layers, and shared metric definitions. It targets the same enterprise data analyst persona as Transform and increasingly overlaps on metrics governance.

7ThoughtSpot
TypeBroad incumbent
Description

ThoughtSpot offers AI-powered analytics with a semantic layer and metric modeling. While broader in scope, it competes for the same enterprise analytics budget that Transform targets.

8Sigma Computing
TypeEmerging player
Description

Sigma Computing provides a cloud-native analytics platform with shared metric definitions and live spreadsheet-style exploration. It serves enterprise data consumers in a similar way to Transform's metrics store end users.

9Metabase
TypeEmerging player
Description

Metabase is an open-source BI and analytics tool that includes simple metric definition and dashboarding. It competes with Transform on the lower end of the market for enterprises seeking accessible analytics without extensive data engineering.

10Preset (Apache Superset)
TypeEmerging player
Description

Preset provides a commercial cloud offering for Apache Superset, an open-source data visualization and exploration platform with semantic layer features. It addresses a similar enterprise analytics buyer as Transform at a lower price point.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat1 record

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights5 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Segment1 record

Each record includes

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

Ideal customer profile1 record

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
No

Docs URL, Description

AI maturity
App detail

Has app

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles8 records

Each record includes

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

No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds2 records

Each record includes

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

Investors7 records

Each record includes

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

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

M&A

Each record includes

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

Investment

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 →

Transform

Data Analytics Platformtransform.co

Transform is a San Francisco-based software company that offers a centralized metrics store platform enabling enterprise data teams to deliver consistent, timely insights from structured data without requiring extensive in-house data engineering resources.

What Transform does

Transform is a private, venture-backed software company headquartered in San Francisco that has developed a centralized "metrics store" platform for enterprise data analytics. Founded in 2021 by former tech industry professionals, the platform is designed to enable data analysts to deliver accurate, timely, and consistent insights from structured data. The company targets enterprises that lack extensive in-house data engineering resources, offering accessible and scalable analytics infrastructure comparable to that used by major technology companies.

The company's sole product is its Metrics Store platform, which is positioned as a centralized repository for managing and querying business metrics across an organization. The platform is built to democratize access to enterprise-grade analytics tooling, allowing data teams to operate effectively with leaner engineering headcount. No public technical documentation, API surface, SDK offerings, or integration details have been disclosed in available source material, and there is no evidence of patents, trademarks, certifications, or proprietary AI/ML components within the product.

Transform operates with 11-50 employees and has raised $24.5 million in seed/early-stage venture funding as of June 2021. The company has not publicly disclosed pricing models, customer logos, revenue, go-to-market motion, or distribution channels, and it has not announced any partnerships, acquisitions, product integrations, or geographic expansion. The lack of public commercial traction data, combined with the early funding stage and small headcount, indicates the company is in a pre-revenue or very early commercial phase.

Transform firmographics

Firmographics
Name
Transform
Legal name
Transform
Website
https://transform.co
Company type
Private
Founded year
2021
Operating status
Operating
Headcount range
11–50 employees
Short description
Transform is a San Francisco-based software company that offers a centralized metrics store platform enabling enterprise data teams to deliver consistent, timely insights from structured data without requiring extensive in-house data engineering resources.
Ownership category
akta.pro rank

Transform industry classification

Industry
Product category
Data Analytics Platform
NAICS
Software Publishers (5132)
SIC
Services-Prepackaged Software (7372)
akta.pro primary industry
Digital & Technology Transformation Consulting (BPAHACAH)

Keywords

  • Metrics store platform
  • Enterprise data analytics
  • Data analysis software
  • Structured data insights
  • Business intelligence tools

Where Transform is headquartered

Location

Headquarters

HQ city
San Francisco
HQ country
United States
HQ region
North America

Markets served

Transform business model

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

Transform product offering

Product offering

Core offering

Transform provides a centralized metrics store platform that enables enterprises to analyze structured data and derive business insights. It is built to democratize access to analytics capabilities comparable to those used by major technology companies, targeting organizations that lack extensive data engineering resources. The product empowers data analysts to deliver accurate, timely, confident, and fast insights without depending on large in-house data engineering teams.

Product overview

Transform offers a single unified product — a metrics store platform. The metrics store enables enterprises to analyze structured data and derive insights, targeting organizations that lack extensive data engineering resources.

Differentiator

Problem solved

Functional benefit

Products and services

  • Metrics Store

Companies that use Transform

Customer profile

Segments1 record

Ideal customer profiles1 record

Transform technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Transform partnerships and signals

Strategic signal

Scale indicators1 record

Recent moves2 records

Expansion highlights1 record

Transform competitors and assessment

Company assessment

Direct peers

  • dbt Labs: dbt Labs offers dbt (data build tool) and the Semantic Layer for defining and consuming business metrics, the most direct functional analogue to Transform's metrics store. It is the open standard for transformation that increasingly overlaps with metrics definition and serves the same enterprise data analysts persona.
  • Cube (Cube.dev): Cube provides a headless semantic layer and metrics API for building data applications. It directly competes with Transform in the metrics store category by offering a developer-friendly API to define, govern, and serve consistent metrics across BI tools.
  • AtScale: AtScale delivers a semantic layer and metrics engine that sits between cloud data warehouses and BI tools, enabling governed metrics and automated query optimization. It targets the same enterprise analytics buyers as Transform with overlapping functionality.

Broad incumbents

  • Looker (Google Cloud): Looker is a Google Cloud-owned BI platform with its own LookML semantic modeling layer that defines business metrics. It addresses similar enterprise use cases as Transform but as part of a much broader BI and analytics portfolio.
  • Mode Analytics: Mode provides collaborative analytics with shared definitions of business metrics, SQL/Python notebooks, and reporting. It overlaps with Transform's value proposition of standardized metrics but bundles it with full BI and reporting.
  • ThoughtSpot: ThoughtSpot offers AI-powered analytics with a semantic layer and metric modeling. While broader in scope, it competes for the same enterprise analytics budget that Transform targets.

Emerging players

  • Hex: Hex is a collaborative data workspace with AI-assisted analysis, semantic layers, and shared metric definitions. It targets the same enterprise data analyst persona as Transform and increasingly overlaps on metrics governance.
  • Sigma Computing: Sigma Computing provides a cloud-native analytics platform with shared metric definitions and live spreadsheet-style exploration. It serves enterprise data consumers in a similar way to Transform's metrics store end users.
  • Metabase: Metabase is an open-source BI and analytics tool that includes simple metric definition and dashboarding. It competes with Transform on the lower end of the market for enterprises seeking accessible analytics without extensive data engineering.
  • Preset (Apache Superset): Preset provides a commercial cloud offering for Apache Superset, an open-source data visualization and exploration platform with semantic layer features. It addresses a similar enterprise analytics buyer as Transform at a lower price point.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat1 record

Key risks6 records

Key highlights5 records

Customer concentration

Transform social profiles

Digital presence

Transform financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Transform leadership team

Management profile

Number of profiles

Profiles8 records

Transform funding detail

Funding detail

Funding overview

Funding rounds2 records

Investors7 records

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

Transform M&A and investment

M&A and investment

M&A

Investments

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

Frequently asked questions about Transform

What does Transform do?

Transform provides a centralized metrics store platform that enables enterprises to analyze structured data and derive business insights. It is built to democratize access to analytics capabilities comparable to those used by major technology companies, targeting organizations that lack extensive data engineering resources. The product empowers data analysts to deliver accurate, timely, confident, and fast insights without depending on large in-house data engineering teams.

Is Transform a public or private company?

Transform is a private company. It is classified as venture growth investor backed and is currently operating.

When was Transform founded?

Transform was founded in 2021. It employs 11 to 50 people.

Where is Transform based?

Transform is headquartered in San Francisco, United States, in the North America region.

Who are Transform's main competitors?

Direct peers on record are dbt Labs, Cube (Cube.dev) and AtScale. Broad incumbents are Looker (Google Cloud), Mode Analytics and ThoughtSpot. Emerging players are Hex, Sigma Computing, Metabase and Preset (Apache Superset).

Does Transform have an API?

No public API is recorded for Transform.

What industry is Transform in?

Transform's product category is Data Analytics Platform. Its primary akta.pro industry code is BPAHACAH, Digital & Technology Transformation Consulting. Its NAICS code is 5132 and its SIC code is 7372.

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Live signals
dbt Labsdbt Labs Signs Definitive Agreement to Acquire Transform, Accelerating Development of the dbt Semantic Layerdbt Labs signed a definitive agreement to acquire Transform, the semantic layer founded by former Airbnb data scientists. The acquisition will accelerate development of the dbt Semantic Layer, which enables centralized metric definitions across analytics tools. Transform's MetricFlow capabilities will be merged with the dbt Semantic Layer.DatanamiSemantic Layer Belongs in Middleware, and dbt Wants to Deliver Itdbt Labs plans to deliver a semantic layer built into its data transformation software later this year. The layer standardizes metrics like revenue and customer counts, aiming to eliminate duplicate work across BI tools and databases. The company acquired Transform to integrate its semantic layer implementation.VentureBeatConsolidation looms for pack of upstack data toolsdbt Labs agreed to acquire Transform, a semantic data layer tool, amid a crowded ecosystem of upstack data tools. The article expects consolidation driven by private equity and acquisitions by Snowflake and Databricks, with a single platform unifying capabilities like ingestion, transformation, and observability.PR Newswiredbt Labs Signs Definitive Agreement to Acquire Transform, Accelerating Development of the dbt Semantic Layerdbt Labs signed a definitive agreement to acquire Transform, the company behind the semantic layer founded by former Airbnb data scientists. The deal will merge Transform's MetricFlow into the dbt Semantic Layer, expanding its functionality. The founders will join dbt Labs to continue developing the semantic layer.TechCrunchDbt Labs acquires Transform, adding semantic tools to its data analytics platformDbt Labs has acquired Transform, a data analytics firm specializing in semantic tools, to enhance its own Semantic Layer product. This strategic acquisition follows dbt Labs' recent $222 million Series D funding and coincides with the company's reported three-fold revenue growth over the past year.dbt Labsdbt Labs Signs Definitive Agreement to Acquire Transform, Accelerating development of the dbt Semantic Layerdbt Labs has signed a definitive agreement to acquire Transform, the creators of MetricFlow, to accelerate the development of its dbt Semantic Layer. The acquisition involves the integration of Transform's technology with dbt Labs' platform and includes the joining of Transform's entire founding team. This move aims to provide organizations with greater flexibility and consistency in defining business metrics across their data stacks.FinSMEsTransform Raises $20M in Series A FundingSan Francisco-based Transform, a provider of a centralized metrics platform, raised $20 million in Series A funding co-led by Index Ventures and Redpoint Ventures. The company plans to use the money to expand operations and business reach. Transform was founded by Nick Handel, James Mayfield and Paul Yang.MediumThe Missing Piece of the Modern Data Stack: Our Investment in TransformTransform, a centralized metrics store for companies, aims to ensure consistent data metrics across various business intelligence tools. The company co-led a $20M Series A funding round, following their $4.5M seed round co-led by Index Ventures, to support their growth and expand their operations. Given the increasing reliance on accurate data metrics, Transform's mission addresses a critical pain point in modern data handling.dlvr.itTransform launches with $24.5M in funding for a tool to query and build metrics out of data trovesTransform, a startup founded by former Airbnb and Facebook employees, has launched with $24.5 million in funding to create a metrics store that helps enterprises derive insights from their data. The company raised $20 million in Series A funding and $4.5 million in seed funding, led by Index Ventures and Redpoint Ventures, highlighting a recognized market need for accessible metrics tools. Transform aims to provide a streamlined solution for businesses that struggle to manage and leverage their data effectively.GlobeNewswireTransform Inc. Selects Veteran Executive to Lead Sales for Media and RetailTransform Inc. appointed Christopher Roberts as Vice President of Sales, leveraging his 25+ years in media and retail sales. He previously led sales at Comscore and Rentrak, including launching Digital Download services. The role aims to expand Transform's customer base for content creators.