Elver AI
Loading...

Unlock More
From Your Research

Elver builds bespoke AI systems that make your data more accessible, more connected, and more insightful, without compromising your research methodologies.

Our expertise

Three ways we help research teams extract more value from their data

Making Research Accessible

Making Research Accessible

We build internal systems that let anyone query your research data using natural language. Accurate answers grounded in your data without compromising your research methodologies.

All statistics are computed deterministically from the underlying data, ensuring correctness, auditability, and trust while enabling intuitive, plain-language queries.

Combining Disparate Sources

Combining Disparate Sources

We create semantic layer over fragmented data sources, using machine learning to discover and validate relationships while preserving original structures and provenance.

This enables data from different methodologies, waves, and instruments to be analysed together without collapsing them into a single, lossy harmonisation.

Latent Space Exploration

Latent Space Exploration

We project data into the semantic space of modern language models. This reveals hidden structure in your data by aligning it with how concepts and attitudes actually relate to each other.

The result: discover segments you couldn't see in cross-tabs, predict responses to questions you never asked, and get answers about populations you never directly measured.

Live Demo

Explore 50 Years of American Attitudes

We built a natural language interface to the General Social Survey—one of America's most important social science datasets. Ask questions in plain English and get accurate, citation-ready statistics with interactive visualizations.

Zero hallucination. Every statistic computed directly from source data using deterministic SQL.
Semantic understanding. Maps your questions to the right variables from 259 survey items spanning 1972–2022.
Knows what it doesn't know. Tells you when data can't answer your question instead of making things up.
Try it yourself

How We Work

Every engagement is built around your security requirements and data governance policies

1

Private Environment

Your data stays in your infrastructure—we come to you

2

Custom Build

Systems designed around your specific data and workflows

3

Rigorous Validation

Every output tested against your historical research

4

Seamless Integration

Works with your existing tools and processes

5

Full Ownership

All IP, models, and systems belong exclusively to you

6

Team Enablement

Training so your team can maintain and extend the system