What Causal does

Causal is a London-based, venture-backed software company founded in 2019 that has built a collaborative financial modeling platform positioned as a modern alternative to spreadsheet-based workflows such as Excel and Google Sheets. The product enables finance and FP&A teams to build, manage, and iterate on financial models in a shared, real-time environment, supporting use cases that include planning, budgeting, forecasting, scenario analysis, and operational reporting. The platform's primary technical differentiator is a purpose-built collaborative interface designed specifically for financial modeling workflows, addressing pain points around version control, manual error correction, and fragmented data sources that typify spreadsheet-based finance operations. No AI/ML capabilities, public APIs, SDKs, or third-party integrations are disclosed in the available source material.

Causal operates as a horizontal SaaS business selling subscriptions to enterprise customers through a sales-led go-to-market motion. As of March 2022, the company had reached more than 100 enterprise customers, and pricing and contract economics are not publicly disclosed. The company was founded by Oxford graduates Taimur Abdaal (now CEO) and Lukas Köbis, with Angad Nadkarni listed as a founding senior software engineer, and is headquartered in London. The GTM is enterprise field sales targeting finance and FP&A teams across multiple industries, with content marketing and investor PR as the primary top-of-funnel channels.

Causal has raised approximately $24 million in disclosed venture funding across multiple rounds since 2019, with the largest being a Series A of approximately $19.8 million closed in March 2022 and led by Accel and Coatue. Other named backers include Flex Capital, Verissimo Ventures, Bossa Invest, Passion Capital, Founders Inc., Pareto Holdings, FTX's venture capital arm, and individual investor Jeremy Stoppelman (CEO of Yelp). Following the Series A, management publicly committed to scaling headcount from 12-15 to approximately 50 employees by year-end 2022 to fund product and sales expansion. Causal has not publicly disclosed revenue, ARR, valuation, post-money valuation, or named customer logos.

Name

Causal

Legal name

Causal

Website

https://causal.app

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

11–50 employees

Short description

Causal is a London-based SaaS company founded in 2019 that offers a collaborative financial modeling platform for enterprise finance and FP&A teams as an alternative to Excel and Google Sheets, distributed via subscription through a sales-led GTM.

Ownership category

akta.pro rank

Product category

Financial Planning & Analysis (FP&A) Software

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Expense Tracking & Financial Dashboards (FSAGADAB)

Keywords

• Financial modeling software
• Collaborative planning
• FP&A software
• Business planning platform
• Spreadsheet replacement

Headquarters

HQ city

London

HQ country

United Kingdom

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales

Revenue model

1. Software Subscription: Causal operates as a SaaS platform providing collaborative financial modeling software on a subscription basis to enterprise customers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels2 records

Core offering

Causal is a collaborative financial modeling and business planning platform that enables multiple users to build, edit, and share financial models in real time. The software is positioned as a modern alternative to Excel and Google Sheets, serving finance and FP&A teams with planning, budgeting, and scenario modeling capabilities on a SaaS subscription basis.

Product overview

Causal offers a single collaborative platform for financial modeling. The product enables teams to create, collaborate on, and manage financial models as an alternative to traditional spreadsheet tools like Excel and Google Sheets. The platform is positioned as a modern financial planning and analysis (FP&A) solution.

Differentiator

Problem solved

Functional benefit

Products and services

• Causal A collaborative software platform for building, sharing, and managing financial models in real time, serving enterprise finance and FP&A teams as a modern alternative to Excel and Google Sheets for financial planning, budgeting, and scenario analysis.

Quantifiable outcome

• Over 100 customers achieved

Named customers1 record

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature1 record

Scale indicators3 records

Recent moves3 records

Expansion highlights4 records

Direct peers

• Pigment: Pigment is a modern, collaborative FP&A and business planning platform targeting finance teams with real-time modeling, scenario planning, and forecasting — directly competing with Causal in the same enterprise finance buyer segment.
• Cube Software: Cube is an FP&A platform that plugs into Excel and Google Sheets to add workflow, collaboration, and reporting — a near-identical go-to-market to Causal's positioning as a modern layer over spreadsheets for finance teams.
• Mosaic Tech: Mosaic is a financial planning and business intelligence platform built for SaaS and tech companies, offering collaborative modeling and dashboards for FP&A teams — directly overlapping with Causal's target buyer and use cases.
• Drivetrain: Drivetrain is an AI-native financial planning and analysis platform for finance teams, providing modeling, forecasting, and reporting — directly competing with Causal for the same horizontal FP&A buyer.
• Planful: Planful is a well-established cloud FP&A platform offering financial planning, budgeting, and consolidation for mid-market and enterprise finance teams — a direct competitor with deeper enterprise traction than Causal.
• Vena Solutions: Vena delivers FP&A software natively built on top of Excel for budgeting, planning, and forecasting — directly competing with Causal's positioning as a modern spreadsheet-native finance workflow tool.

Broad incumbents

• Anaplan: Anaplan is a large-scale connected planning platform used by enterprise finance, sales, and supply chain teams for modeling and scenario planning — a broader incumbent that overlaps with Causal in financial planning use cases.
• Workday Adaptive Planning: Workday Adaptive Planning (formerly Adaptive Insights) is an enterprise FP&A platform bundled into the Workday suite, offering budgeting, forecasting, and reporting for large finance organizations.

Emerging players

• Jirav: Jirav is a financial planning and analysis platform targeted at high-growth and mid-market companies, providing budgeting, forecasting, and dashboards — overlapping with Causal's enterprise finance buyer profile.
• Float: Float is a cash flow forecasting and financial planning platform for SMB and mid-market finance teams, offering scenario modeling — adjacent to Causal with partial overlap on financial modeling use cases.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat2 records

Key risks2 records

Key highlights6 records

Customer concentration

• Xx.com/causalhq

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds4 records

Investors8 records

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

M&A

Investments

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

Frequently asked questions about Causal