AlphaScout
Unbacked startups, matched to your thesis.
Hand-picks about ten early-stage AI, SaaS and developer-tool startups a week that fit an investor's thesis, before any fund has backed them, with the evidence for each.

Domain / data
Extraction, enrichment and decision pipelines that turn raw data into structured intelligence.
[ 01 ]Our approach
We build the pipelines that turn chaotic, unstructured data into clean, usable intelligence. From automated extraction and enrichment to real-time decision engines, we make data useful, not just available.
[ 02 ]What we build
Automated data extraction pipelines
Unstructured-to-structured transformation
Real-time enrichment and classification
Decision engine architecture
Data quality and validation systems
Scalable ETL and ELT infrastructure
[ 03 ]Built in this domain
Unbacked startups, matched to your thesis.
Hand-picks about ten early-stage AI, SaaS and developer-tool startups a week that fit an investor's thesis, before any fund has backed them, with the evidence for each.

Production-ready synthetic data, generated in seconds.
A synthetic data platform: describe a dataset in plain English and export relational test data as CSV, JSON, SQL, Parquet or Excel.

Unstructured sources in, clean datasets out.
An extraction and enrichment pipeline that turns unstructured sources into structured, validated datasets that teams can act on.
[ 04 ]Other domains
One company at a time