Deployed, not a prototype.

Xavigate's engines run in live institutional settings. Each deployment produces outcomes, feedback, and dataset growth. Below: current pilots, their scope, and what they are producing.

Current deployments

Certified practitioner network

Active since 2016
Scope 100+ certified coaches and guidance professionals deploying the MNTEST independently across North American and European markets, with significant practitioner presence in French-speaking regions. What's deployed MNTEST assessment access and debrief methodology. Practitioners administer, interpret, and deliver results in 1:1 coaching, career transition, and educational guidance contexts. Produces Approximately 200,000 assessments administered to date — the single largest volume channel in the dataset. Continuous professional feedback informing instrument refinement.

SOS Children's Villages — India

Active since 2012
Scope 10,000+ students assessed across SOS youth programs in India. What's deployed MNTEST career and nature/intelligence assessments, with practitioner debriefs for vocational and life-path guidance. Status Active since 2012. 12+ continuous years of deployment. Produces One of the largest longitudinal deployments of the MN framework globally. Informs ongoing instrument refinement and career-dataset expansion.

One-Stop Career Center — Somerville, NJ

Active since 2019
Scope Career services for working-age adults in transition. Continuous operation. What's deployed MNTEST, career-matching engine, and counselor debrief interface. Status Active for 7 years. Produces Adult workforce reassignment data, career-transition outcomes, counselor feedback loops.

NYC Public Schools — multi-year exclusive agreement

Deploying Fall 2026
Scope Three-year deployment reaching approximately 36,000 students across NYC public schools. Year 1: ~6,000 students; Year 2: ~12,500; Year 3: ~17,500. Structure Exclusive agreement with Multiple Natures International for delivery. Xavigate provides the dataset, engines, and assessment infrastructure.
Significance: Validates the framework and engines for U.S. public-sector deployment at scale. Directly addressable market beyond the initial agreement: 1M+ students across NYC Department of Education alone.

Research instruments & infrastructure

MNTEST

76 items. 6 languages. 300,000+ administrations worldwide. Used across all pilots above as the primary profile-capture instrument. Clinical/research version available under institutional license.

Career database

35,000+ roles. Sources: O*NET (US), ESCO (EU), Wikidata, Tabiya, MN-native additions. Unified taxonomy with nature/intelligence tagging. Updated continuously.

Pipeline summary

From intake to personalized output — documented end-to-end. Observable. Auditable. Reproducible.

Intake → Profile → Structural model → Situation-fit scoring → Personalized output