Where research becomes tools
The Data Lab is where Herufi turns structured research into interactive intelligence — calculators, dashboards, scoring models, and market maps.
Dashboards
Visual summaries of complex data
Calculators
Configurable decision-support tools
Market Maps
Geographic intelligence visualised
Scoring Tools
Venture Readiness Calculator
An interactive diagnostic that scores a venture across eight investment-readiness dimensions and produces a gap analysis with priority actions.
For
Founders · Accelerators · Investors
Climate Venture Opportunity Score
A sector-by-geography scoring tool that surfaces climate investment opportunities across African markets using weighted signal indicators.
For
Climate investors · DFIs · Climate founders
Sports Intelligence
Football Player Valuation Model
A data-driven tool that combines performance metrics, age curves, market comparables, and league adjustments to produce a transfer value estimate.
For
Football clubs · Academies · Agents · Sports investors
Academy ROI Tool
Models the return on investment for football academy operations using cohort progression data, development costs, and transfer market comparables.
For
Football academies · Club directors · Sports investors
Market Maps
Market Entry Risk Map
An interactive map that surfaces market entry risk signals by sector and country across African markets, with configurable weighting.
For
Investors · Founders · Strategy teams
Calculators
Capital Stack Planner
Helps founders and fund managers design the right capital stack for their stage, sector, and impact requirements by mapping instruments to profiles.
For
Founders · Fund managers · DFIs
Need a custom dashboard or scoring tool?
Herufi can build bespoke data tools, forecasting models, and decision dashboards for your team.