Psychometric Inference API
Trait scores with reliability metadata on every response. SEM, ICC, conformal 95% CIs, scalar-invariance, per-revision provenance. v4.1 in private alpha.
See API docs →Neumatics · AI-native behavioural inference
Sixty seconds a day inside a self-discovery app, turned into the densest consented behavioural dataset in the EU. Sold as APIs, datasets, and research products to whoever needs it.
Trait scores with reliability metadata on every response. SEM, ICC, conformal 95% CIs, scalar-invariance, per-revision provenance. v4.1 in private alpha.
See API docs →EU-compliant behavioural samples, demographic distributions, drift, integrity scores. Sold inside an AI-Act-compliant marketplace with full consent lineage.
Request a sample →Opt-in, anonymized, EU AI Act Article 10–ready. For AI labs, alignment teams, and academic consortia. Roadmap product; design partners welcome.
Read the ethics posture →Every day, a user spends 60 seconds inside an AI-generated narrative micro-experience. Their forced-choice responses get scored against ten of the most-studied psychological instruments in the world. The user gets instant interpretable feedback. We get a calibrated, longitudinal trace. The game is the product; the dataset is the product. Both sides win.
Try a 60-second Echo →Founder & Product Architect
MSc Products & Systems Design Engineering (University of the Aegean, 2019). Three full product rewrites in eight months — the v3 stack (Next.js, Firebase, Python Cloud Run, Gemini, WebGL2, XRPL) shipped solo.
Clinical psychologist · MSc Applied Behaviour Analysis (Queen's Belfast) · PhD candidate in Clinical Psychology (Panteion) · MMPI-2 certified · 20+ years in private practice. Reviews construct validity at every major iteration. Identity confidential until mutual disclosure.
Enterprise / B2B-research go-to-market lead. Equity-bearing. EU base preferred. Reach out via the contact page.
29 trait dimensions · IRT · invariance · validation receipts.
Architecture · operations · cost engineering · receipts.
Dataset design · sampler validation · FinOps · robustness audits.
Reliability metadata · state-trait decomposition · invariance as CI gate.
Try it — or read exactly how it works
SoulMap is live. The science, the data ethics, and the infrastructure behind it are documented in full — receipts included.