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NODES is the intelligence layer and system of action for enterprise hiring decisions. Thirteen agents across the same calibrated scoring substrate, trained on your own production outcomes. Agents specialize. The model underneath does not split.
Agents are not separate models stitched together. They are specialized surfaces on top of the same calibrated weights, nodes-substrate-2026.04. A signal seen in sourcing compounds into the retention stream ninety days later. A signal seen in an HR ticket compounds into the manager intelligence stream a quarter later. Same model. Different decision.
Every agent is a thin orchestration layer over the same calibrated substrate. Swap the prompt, not the model. Swap the output surface, not the weights. That is why an interview score, a retention signal, an HR ticket resolution, and a deal slippage flag all agree. They read the same evidence.
Requisition rv-2412-08831, Commercial Lines Producer, Austin. The actual sequence agents execute, end to end, in the Hire & Develop pillar. Every output below is signed and writes back to the same trace chain. The same trace structure runs across the other two pillars.
top_producer_commercial_lines_austin persona.HR ticket trace: ticket received, context classifier (HRIS, BU, manager), policy lookup, resolution drafted, HRBP approval, Decision Trace signed. Four agents, one trace, 4-minute median cycle.
Slipping deal trace: deal stage change detected, signal stream comparison against prior slippage patterns, recovery play drafted (missing exec, talking points), CRO approval, outreach executed, Decision Trace signed. Three agents, one trace, week-three intervention before week-six slippage.
Same model. Same substrate. Same signed trace. Different decision.
No agent is a SaaS call. No agent loads a third-party model. The substrate runs inside your cloud account, retrained on your data, audited against your controls.
A 30-minute working session. NODES models the cohort or scope you bring, scores a hold-out, and shows the Decision Trace for three real decisions you have already made: hires, HR tickets, deals, or comp decisions. Bring whichever you want to test.