Expounsia is a 90-day, self-administered training system that shifts how your organization uses generative AI — from single-shot, transactional prompting into disciplined, precision-engineered system control. It's the foundation of everything Vertex Privé builds: the trained capability that makes Articulation Team possible, and the methodology Onyx draws from.

Most AI training teaches you to write better prompts. Expounsia teaches a structural discipline — a repeatable, objectively verifiable method for producing correct output on the first attempt, certified against a fixed standard rather than left to individual skill or subjective judgment.

No. Expounsia is fully self-administered. There is no live session, no scheduled call, and no facilitator dependency at any stage. Every chapter closes on an objective, self-scored completion standard your team applies directly.

Expounsia is priced as a one-time investment, tiered by how many employees in your organization use generative AI daily: Band I (6–50 users) $15,000 · Band II (51–200) $35,000 · Band III (201–750) $75,000 · Band IV (751+) Custom Enterprise Quote. This is a one-time fee — once purchased, the system is yours to deploy across your organization without a per-seat or recurring charge.

Expounsia's techniques are platform-independent — built around how generative AI systems process instructions in general, not the specifics of any single vendor. It's designed to work with whatever generative AI platform your organization already uses.

No, at any tier. Expounsia teaches the methodology; Articulation Team structures it into your organization; Onyx applies strategic judgment personally. None of the three include building, integrating, or maintaining technical systems — that stays with your organization or your own technical partners.

No — Expounsia's techniques are built around durable principles of how generative AI systems process instructions, not the specific behavior of any one platform or version. The methodology you learn does not expire when the underlying AI updates. (Note: this refers to the techniques remaining relevant, not free product updates — Expounsia v1.0 is a one-time purchase, as covered in "What does it cost?" above.)

90 days, structured across 18 working sessions and 3 modules — fully self-paced, with no facilitator waiting on your schedule.

Expounsia is the foundation for two further engagements. Articulation Team is our business model and implementation blueprint for formalizing an authorized, accountable internal AI-governance function — built directly on the Expounsia foundation. Onyx is bespoke strategic methodology, applied personally, for organizations facing problems too specific to templatize. Neither is required — Expounsia stands on its own.

Reach out to begin an intake conversation — we'll walk through your organization's scale, confirm pricing, and prepare your customized system.

Expounsia and Articulation Team are proprietary materials delivered upon payment; once delivered, they are not refundable, though we guarantee the delivered materials will fully match what your intake specified. Onyx engagements are scoped individually, with refund terms tied to whether work has begun on that specific engagement. Full policy below.→ Read our full Guarantee & Refund Policy