Data discovery and availability checks
Before any preparation work, we locate the public material, indicators, samples, corpora and sources, then assess availability and compliance boundaries to avoid wasted effort.
From findable to usable
Services
Trusted data intelligence services for enterprises, government bodies and research institutions, built around data asset value, informed decisions and digital transformation.
What we cover
Six core services
From availability checks to custom delivery, covering the full path that takes a data asset from "findable" to "usable".
Data cleaning and structuring
Cleaning, de-duplication, field alignment and format conversion turn scattered, heterogeneous raw material into a data structure you can keep working with.
Research and panel data preparation
For research, industry analysis and enterprise governance, we prepare tables and multi-year panel data with clear fields and consistent definitions, supporting reproduction and further analysis.
AI training and knowledge base preparation
For training, evaluation, RAG and agent scenarios, we prepare corpora, samples, labels and documentation, covering stages from pre-training to preference data.
Quality checks and acceptance notes
We provide field descriptions, source notes, notes on missing and anomalous values, and acceptance boundaries, so the deliverable can be reviewed, accepted and kept in use.
Custom dataset delivery
We combine data tables, sample files, delivery notes and follow-up support around your project goals, for the specific needs of enterprise, research and AI teams.