For software & AI teams

Add respondent-level intelligence to your product without building a research platform.

POPULAB provides programmable, governed analytical services for software and AI teams working with authorized respondent-level research. You build the differentiated user-facing workflow; we provide the reusable research infrastructure.

Build on POPULAB See the challenges we remove

The hidden problem

Research data creates unusually difficult application-infrastructure challenges.

POPULAB encapsulates those concerns into reusable services.

A general software team can build a dashboard. It can build an AI assistant. It can build workflows and visualizations.

But respondent-level research introduces specialized challenges most application stacks were never designed for:

WeightsComplex variablesLarge multidimensional cohorts Dataset-specific metadataLicensed accessStatistical calculations Study wavesEntitlementsProvider restrictions

One integration model

Design for a catalog, not a collection of one-off integrations.

As the catalog develops, software teams will not need a completely different research connector for every provider.

POPULAB is designed to provide a consistent application layer across respondent-level datasets. Applications will be able to discover datasets, inspect metadata and invoke analytical services through common interfaces.

Where the customer holds the required license, the same software product could work across different research sources.

Your application · one integration model not one per provider

01Discover permitted datasets

02Inspect consistent metadata

03Invoke governed analytics

AI, done differently

Give AI analytical tools, not just documents.

Most enterprise AI experiences operate against text retrieval, databases or static reports. Respondent-level research requires something different. An AI system should be able to request a calculation.

size this audience

compare these cohorts

rank these attributes

profile this segment

calculate this cross-tab

identify the strongest differentiators

run a segmentation service

POPULAB provides those capabilities as governed tools behind the AI experience.

Stay focused

Build for the workflow you own.

You may already understand a specific customer workflow exceptionally well.

With POPULAB, your engineering scope does not need to expand into research infrastructure. Integrate against a common platform and concentrate on the application.

You build the differentiated workflow. We provide the research infrastructure.

Your team can skip building

Research ETL

Survey analytics

Entitlement infrastructure

Research metadata normalization

Dataset-specific query engines

Integrate once. Build once. Deploy many times.

Programmable research infrastructure

Add respondent intelligence without becoming a research platform company.

POPULAB APIs and analytical services give your product governed access to respondent-level data. Focus your engineering effort on the experience that differentiates it.

Build on POPULAB