Four autonomous agents and an AI-based knowledge graph.
Agents
Each agent handles a discrete function but shares context across the mesh.
Finds raw materials that match your constraints and ranks them before you start formulating.
Validates supply, negotiates lead times, and flags risk before you commit to a spec.
Coordinates cross-functional launch timelines and tracks milestones from spec to shelf.
Tracks Scope 3 emissions at the material level and auto-generates compliance reports.
R&D
Your R&D team defines formulation targets. The agent searches supplier catalogs, checks regulatory constraints, and surfaces ranked material options—before a single gram is ordered.
Procurement
Once R&D narrows the spec, procurement takes over. The agent validates availability, compares supplier terms, and flags single-source risk across your entire portfolio.
NPI
New product introductions involve dozens of stakeholders. The NPI agent coordinates timelines, tracks dependencies, and escalates blockers before they cascade.
ESG
Material-level Scope 3 tracking happens in the background. The agent pulls supplier emissions data, maps it to your formulations, and generates reports on demand.
Knowledge
Every material in your portfolio is mapped by CAS number, supplier, regulatory status, and performance data. The knowledge graph connects formulations to supply chains to compliance, so agents make decisions with full context.
Privacy
R&D sees formulation constraints. Procurement sees supplier terms. Neither sees the other's sensitive data. Information walls enforce need-to-know boundaries while preserving coordination.
Integrations
Pre-built connectors for ERP, PLM, LIMS, and procurement systems. No rip-and-replace.
Connect to SAP, Oracle, and industry-specific systems without custom middleware.
Live feeds from material suppliers, regulatory databases, and sustainability indices.
API-first architecture lets you connect any internal system or data source.
