Technical Dossier — The Platform
One graph. Twelve agents. Governed decisions.
An intelligence overlay on your existing systems — a living graph of your supplier network, staffed by autonomous agents, closing the loop from shock to decision.
System Schematic
From signal to decision.
Enterprise data and external intelligence flow into the supplier knowledge graph. Agents operate on the graph; decisions flow out to sourcing and logistics systems — and outcomes feed back in.
SIGNALS
ERP · SRM · TMS · Geopolitics · Tariffs · Logistics · Weather
KNOWLEDGE GRAPH
Tier-N dependencies · Disclosed + inferred · Live risk state
AGENT LAYER
4× Monitor · 4× Reasoning · 4× Action
DECISIONS
Explainable recs · Governed execution · Audit trail
Outcomes feed back — continuous learning
Personnel File — 12 Agents
The agent roster.
SNOE is staffed by twelve specialized AI agents operating on the shared supplier knowledge graph — four that monitor, four that reason, four that act.
Monitor
Watch the world. Convert raw signals into structured risk.
- AGT-M-01Geopolitical Event DetectionConverts news and event feeds into structured supplier-risk signals
- AGT-M-02Trade Regulation TrackerClassifies tariff, sanction, and export-control changes by type and severity
- AGT-M-03Logistics Disruption DetectionFlags abnormal shipping delays across ports, lanes, and carriers
- AGT-M-04Supplier Health MonitoringPredicts supplier distress before it becomes a missed delivery
Reasoning
Map events onto the network. Quantify what cascades where.
- AGT-R-01Network Impact AnalysisModels cascading risk through the multi-tier knowledge graph
- AGT-R-02Disruption PropagationForecasts how a delay ripples downstream over time
- AGT-R-03Risk ClassificationSorts suppliers into risk tiers as conditions change
- AGT-R-04Multi-Objective OptimizationTrades off cost, lead time, and resilience explicitly
Action
Turn analysis into governed moves — and explain every one.
- AGT-A-01Mitigation OptionsRanks alternative suppliers, countries, and routes
- AGT-A-02Scenario SimulationSimulates tariff and geopolitical shock outcomes before they land
- AGT-A-03Explainable RecommendationsAttaches plain-language rationale to every recommendation
- AGT-A-04Autonomous Low-Risk ActionsExecutes governed, reversible decisions like re-routing
Simulation Deck
Rehearse the disruption before it happens.
Select a scenario to watch the engine trace impact through an anonymized network and produce governed recommendations.
Illustrative simulation on an anonymized network. In production, SNOE runs these against your live supplier graph.
- T+00:00EVENTTransshipment port suspends operations — 12-day estimate
- T+00:02TRACEGraph trace: 3 Tier-2 lanes and 14 in-transit POs exposed
- T+00:07TRACEAssembly-line impact window: day 16–23, two programs
- T+00:11ACTRECOMMEND — reroute 8 POs via alternate hub (+2.1 days)
- T+00:12ACTRationale attached · awaiting planner approval
Trade-off Engine
Optimization under volatility
Every recommendation balances cost, lead time, service, and resilience as explicit objectives — linear and mixed-integer programming for the trade-offs, reinforcement learning for policies that improve with every disruption the network survives.
LP / MIP · Genetic algorithms · RL policy evaluation
Trust Layer
Explainable to the board
No black boxes. Each action carries a natural-language rationale, the signals that triggered it, the alternatives considered, and a full audit trail — so executives can approve with confidence and compliance can reconstruct any decision.
SHAP · Feature importance · Decision narratives
Field of Operation
Built for complex, exposed networks.
Organizations that depend on thousands of suppliers across multiple tiers, regions, and regulatory regimes.
Industries
- Automotive OEMs
- EV manufacturers
- Aerospace primes
- Industrial equipment
- Electronics manufacturers
- Tier-1/2/3 suppliers
Executive Owners
- COOOperational continuity and downtime avoided
- CSCONetwork resilience and supplier performance
- CFOCost exposure, working capital, tariff impact
- CROGovernance, compliance, and auditable decisions
NEXT STEP
See it on your network.
A briefing takes an hour: your tiers, your exposure, and what the agents would have caught last quarter.