Event intake
Shipment, warehouse, and carrier events enter a normalized operational event stream.
LOGISTICS · REFERENCE ARCHITECTURE · ILLUSTRATIVE WORKLOAD
A logistics control tower that explains disruption before it spreads.
A reference design for unifying shipment events, operating procedures, and exception data into a governed operations intelligence system.
REFERENCE DESIGN · NOT A CUSTOMER CLAIMTRACEEvery recommendation linked to evidence
GATEHigh-impact actions require approval
TESTLatency measured on selected hardware
THE CHALLENGE
The operating constraint.
Dispatch teams were monitoring fragmented carrier feeds, warehouse events, and long operating manuals. Exceptions were identified manually, and the reasoning behind a recommendation could not be traced reliably across systems.
THE SPARK SYSTEMModel, platform, and capacity—designed together.
SPARK adapted Atlas to the customer’s exception taxonomy, connected verified operational sources through Relay retrieval, and deployed the model behind an action policy that requires evidence before operational recommendations are surfaced.
SOLUTION ARCHITECTUREOne traceable path
01 02 03 04
One traceable path
from signal to decision.
Verified context
Relay retrieves only the procedures and historical events permitted for the active user.
Specialized reasoning
Atlas evaluates impact, proposes an action, and returns an evidence-bound explanation.
Human decision
High-impact actions remain approval-gated and every decision is written to the audit trail.
DELIVERYFrom baseline
From baseline
to controlled production.
Evaluation baseline
Defined critical exception classes, assembled a permitted evaluation set, and measured existing response quality.
Model adaptation
Adapted Atlas to the operating taxonomy and introduced grounded-answer and refusal gates.
Controlled production
Launched to one operations team, traced every recommendation, then expanded after acceptance review.
“The acceptance test should prove evidence coverage, refusal behavior, policy latency, and operator override—not rely on an anonymous percentage.”SOLUTION DESIGN PRINCIPLE · NOT A CUSTOMER TESTIMONIAL