One operating stack. Many companies.
Every Miller Group company is built on the same shared internal stack — engineering, product, AI systems, commerce, and operations. The leverage compounds across the portfolio.
- 01
Product & Engineering
Production-grade Next.js, TypeScript, Postgres, edge infrastructure. Custom Chrome extensions, headless integrations, multi-tenant systems.
Next.js / TypeScriptPostgres + PrismaEdge runtimeOperator Chrome extensions - 02
AI-Native Operations
Multi-agent orchestration, vision-augmented document automation, cognitive twins, and AI-curated operating dashboards live across the group.
Multi-agent systemsVision + reasoningCognitive twinsAI command centers - 03
Automotive Infrastructure
Two-sided marketplaces, dealer management systems, VIN intelligence, sourcing tools, and form/document automation across the dealership stack.
MarketplacesDMS infrastructureVIN intelligenceSourcing co-pilots - 04
Commerce & Brand
Custom Shopify themes, lifecycle automation, content production at operator scale, and DTC operations playbooks.
Custom ShopifyLifecycle opsAI content pipelinesDTC operating playbooks - 05
Internal Systems
Cross-portfolio dashboards, knowledge graphs, project intelligence, and the shared operating cadence used across every Miller Group company.
Project intelligenceKnowledge graphsCross-portfolio dashboardsOperator workflows - 06
Operator Acquisition
Selective acquisition and partnership with small, profitable, operator-led businesses where AI leverage compounds the underlying advantage.
$250k–$5M profitOperator-ledDurable categoriesAI leverage upside