PRIME PRODUCTS · MISSION CONTROL
AI-first transformation · by TPL · vanos.tpl.one

Docs / 08-transformation/_index

AI-First Transformation Program

Hub of the Prime Products Ltd 12-month AI-first transformation — strategy, charter, governance, discovery methodology, department plans, technical blueprint, knowledge-base and Mission Control designs, AI portfolio, and commercial stages.

type: index updated: 2026-07-03 owner: kotsalidis

08-Transformation — AI-First Transformation Program

CEO-led, company-wide, 12-month program to move Prime Products Ltd to an AI-first operating model: processes redesigned around AI agents, local LLMs on on-prem NVIDIA infrastructure, a company knowledge base in Obsidian, and measurable execution KPIs — with minimal disruption to daily operations. Established by ADR-004; needs are captured as REQs in 02-Requirements (see REQ-001…010).

Program map

AreaContents
01-strategy/Strategic transformation report, board presentation outline
02-program/Project charter, governance model, WBS, 12-month roadmap, KPI framework, change management & training plan, risk register
03-discovery/Requirement-analysis framework and the five discovery questionnaires
04-departments/Department-by-department execution plans (15 departments)
05-technical/Technical blueprint — hardware, LLM serving stack, RAG, integrations, security & operations
06-knowledge-base/Obsidian knowledge-base blueprint and template library
07-mission-control/Mission Control website (vanos.tpl.one) blueprint and page specifications
08-ai-portfolio/AI use-case pipeline and AI agent registry (living registers)
09-commercial/Stage-by-stage commercial offer structure

Reading order for a cold start

  1. Strategic transformation report — why, what, and the target operating model.
  2. Project charter and governance model — how the program is run.
  3. 12-month roadmap and WBS — when and by whom.
  4. Technical blueprint — what gets built.
  5. Your department’s plan in 04-departments/.