Causal
Financial modeling meets live data — no more spreadsheets
About Causal
Causal is a modern financial modeling tool that connects to your data warehouse and SaaS metrics. Founders and finance teams build scenario models, investor reports, and board dashboards in Causal — replacing a dozen disconnected spreadsheets with one live source of truth.
Pitch deck breakdown
How Causal would pitch themselves.
Target customer
Companies + developers adopting AI in their stack — from indie builders to enterprise ML teams working on financial modeling meets live data — no more spreadsheets.
Problem they solve
Causal is a modern financial modeling tool that connects to your data warehouse and SaaS metrics. Founders and finance teams build scenario models, investor reports, and board dashboards in Causal — replacing a dozen di… The category has historically been served by tools that miss the modern workflow this product is built around.
Key differentiator
Causal differentiates on financial modeling meets live data — no more spreadsheets. Backed by Coatue + Accel, $30M raised — the company has resources + validation to compound this thesis. Founded by Lukas Koebis + team.
Go-to-market strategy
Growth-stage GTM — multi-channel revenue motion (direct enterprise sales, channel partnerships, marketplace listings). Vertical specialisation + verticalised AE teams targeting enterprise + mid-market.
Causal website preview
Company facts
- Category
- AI
- Funding stage
- Series B
- Total raised
- $30M
- Founded
- 2020
- Team size
- 10-50
- HQ
- London
- Country
- UK
- Website
- causal.app
Founders of Causal
- Lukas Koebis
- Taimur Abdaal
Investors backing Causal
- Coatue
- Accel
Frequently asked questions
What does Causal do?
Causal is a modern financial modeling tool that connects to your data warehouse and SaaS metrics. Founders and finance teams build scenario models, investor reports, and board dashboards in Causal — replacing a dozen disconnected spreadsheets with one live source of truth.
Where is Causal based?
Causal is based in London, UK.
When was Causal founded?
Causal was founded in 2020.
How much has Causal raised?
Causal has raised $30M in their Series B round.
Who founded Causal?
Causal was founded by Lukas Koebis, Taimur Abdaal.
Who has invested in Causal?
Causal is backed by Coatue, Accel.