Project and counter demand changes fast
Project-driven demand spikes can change coverage overnight across breakers, wire, conduit, panels, and lighting.
FOR ELECTRICAL DISTRIBUTORS
AI purchasing decisions for electrical distributors.
SMBrion evaluates breakers, conduit, wire, panels, lighting, open POs, RFQs, supplier lead times, and customer demand to make purchasing decisions at scale.
Routine decisions are handled within policy. Only judgment-heavy exceptions are escalated to the buyer.
From thousands of electrical SKUs to the few decisions that matter.
Electrical buyers should not manually track every breaker, conduit, wire, fitting, panel, PO, and supplier update. SMBrion continuously evaluates SKU-level activity, filters routine signals, and escalates only the decisions where human judgment changes the outcome.
- 10,000+SKUs
- →
- Hundredsof signals
- →
- Materialrisks
- →
- Purchasingdecisions
- →
- Fewbuyer escalations
ELECTRICAL BUYING REALITY
Electrical purchasing breaks when demand, supply, and supplier promises move separately.
Supplier promises are not enough
Quoted lead times, actual lead times, partial shipments, MOQ, substitutes, and availability all change the buying decision.
Open POs need active follow-up
Late, missing, or partial acknowledgements can expose customer commitments before the ERP shows the real risk.
SMBrion brings the buyer knowledge trapped in calls, emails, and notes into decisions—especially when alternates, availability, or customer commitments change the right path.
CLOSED-LOOP PURCHASING
Example electrical decision
Johnson Electric needs 75 units of 20A Single Pole Breaker next month. Current stock covers 15, and Graybar can only ship 40 next week. Twenty units remain uncovered.
Buy 20 units from Rexel.
Rexel covers the gap with an acceptable premium, faster delivery, and lower execution risk than waiting for Graybar.
- Gap
- 20 units
- Product exposure
- $938
- Supplier path
- Rexel
- Decision mode
- Buyer judgment required
Why judgment matters: The alternate supplier decision affects customer demand and the cost/service tradeoff.
Browser MVP status: escalated for buyer judgment because policy and the cost/service tradeoff require it. No supplier or external system is contacted.
Tradeoffs and alternatives
SMBrion does not just flag the shortage. It evaluates the available paths and chooses the one that best balances service, cost, timing, and supplier risk.
Selected: Buy 20 from RexelService: demand protectedCost: small premiumTiming: fasterRisk: low
Split Rexel + SummitDemand protected · more supplier coordination
Wait for GraybarNo premium · 20 units remain uncovered
Open RFQPossible backup · slower and uncertain
SUPPLIER LEAD-TIME INTELLIGENCE
Supplier risk before the PO is late.
SMBrion compares quoted lead times, observed lead times, acknowledgement delays, fill rate, partial shipments, and response behavior to detect supplier deterioration before customer demand is exposed.
- Quoted lead time
- 7 days
- Observed lead time
- 10.4 days
Risk: Open orders may arrive after projected coverage runs out.
SMBrion decision: Follow up with Graybar, check alternate supply, or prepare a supplier switch when demand is exposed.
DECISION AND EXECUTION LAYER
Purchasing decisions—not another decision dashboard.
Routine decisions are handled within policy. Judgment-heavy exceptions are escalated only when a buyer needs to assess the tradeoffs or override the execution path.
Find operating signals
Find demand, inventory, supplier, PO, RFQ, and pricing signals.
Choose the best path
Determine whether to buy, follow up, switch supplier, open RFQ, prepare PO, or monitor.
Apply policy
Routine actions stay within policy. Judgment-heavy exceptions go to the buyer with tradeoffs.
Close the loop
Track supplier response, PO status, coverage, buyer overrides, and outcomes.
Uses uploaded/sample data to demonstrate the decision logic and prepare execution-ready actions.
Can execute approved policy-based actions after integration.
EARLY PILOT
Bring one electrical purchasing workflow.
See how SMBrion turns distributor data into purchasing decisions and a focused exception queue.