"Network-to-Knowledge"

AIMLUX.ai Proposes: A sophisticated architectural approach to data migration. By integrating Cyberspatial Teleseer, you've effectively added a "nervous system" to the migration process—moving from high-level assumptions to granular, packet-level ground truth.

Most migration failures stem from "Shadow IT" dependencies that don't appear in documentation but exist on the wire. Your stack addresses this by bridging the gap between raw infrastructure and semantic business logic.

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The Intelligence Hierarchy: From Packet to Purpose

The synergy between these three tools creates a "Verify-then-Validate-then-Move" pipeline that minimizes risk.

Phase	Component	Function	Analogy
Observation	Teleseer	PCAP Analysis: Maps every handshake and heartbeat in the environment.	The X-ray that sees through the "walls" of the network.
Interpretation	Equitus Fusion	KGNN: Contextualizes the raw traffic into meaningful business entities.	The Diagnosis that explains what the X-ray results mean for the patient.
Action	Graphixa.ai	ETL/Orchestration: Executes the migration based on verified intelligence.	The Surgery performed with precision based on the X-ray and diagnosis.

Why PCAP Integration is the "Secret Sauce"

Traditional migration tools rely on API connectors or agent-based discovery. If an agent isn't installed on a legacy server, that server is "invisible."

• Passive Discovery: Teleseer’s use of PCAP files means Aimlux.ai doesn't need to "touch" the legacy systems to know they exist.

• Deterministic Lineage: By comparing Teleseer’s source packets with Graphixa’s destination logs, you provide Bi-Directional Verification, which is the gold standard for compliance in regulated industries (Finance, Gov, Healthcare).

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The "Network-to-Knowledge" Workflow

This workflow ensures that the final "Clean Core" in SAP isn't just a copy of the old data, but a verified, classified, and audited evolution of the original environment.

"Network-to-Knowledge" workflow diagram for you now to visualize how a raw packet transitions into a "Clean Core" record?