Tamarin AI

RobobAI cleans, classifies and enriches procurement and supplier data through its Spend Cube platform. Procurement teams use the resulting data foundation to analyze spend, identify savings and supplier risks, and review contract coverage. Agent Bob produces structured procurement analysis and category-planning outputs; the reviewed functionality does not establish autonomous sourcing or negotiation with suppliers.

Dalinea provides cost intelligence and scenario planning for direct spend teams, helping organizations model SKU-level cost drivers, integrate financial and market data, understand supplier risk, support negotiations, and protect margins across complex supply chains.

ivoflow provides AI-powered spend and price intelligence for global manufacturers, connecting internal procurement data with external market signals to identify price deviations, savings opportunities, and negotiation-ready actions.

Pavus AI turns fragmented procurement data into classified spend and cost insights. Its platform also helps teams identify supplier options and prepare competitive sourcing, with buyer review of commercial decisions.

Procura Forge offers ForgePulse tools for category and supplier analysis. The live Spark tool places a category and its suppliers in Kraljic and Steele & Court matrices from structured inputs, with strategic commentary. Iron adds supplier SWOT and scenario-based recommendations. The separate Steel AI tier is described as still in development and is excluded from the currently available product scope.