Data in Motion - Aimlux inteligent ingestion

 

Summary of the Aimlux.ai Intelligent Ingestion Suite:

AIMLUX.ai Suite moves organizations away from "guessing" about to data migrations Intelligent Ingestion Suite. 

PowerGraph - Teleseer maps the physical reality, Fusion maps the intellectual meaning, and Graphixa executes the movement.

Aimlux.ai integrates Cyberspatial Teleseer (via PCAP analysis) into its "Intelligent Ingestion" suite to solve a critical problem: Blindness to Data-in-Motion.

While Equitus Fusion understands data "at rest" (databases) and Graphixa handles the "movement logic," Teleseer provides the ground truth of what is actually happening on the wire.

The Unified "Intelligent Ingestion" Stack

By combining these tools, Aimlux.ai creates a three-layered defense and migration architecture:

Tool	Domain	Strategic Value
Cyberspatial Teleseer	Network Layer (PCAP)	Verification: Captures raw packet data to map the "as-is" network topology and identify hidden dependencies/shadow IT.
Equitus Fusion (KGNN)	Semantic Layer (Knowledge)	Discovery: Uses Neural Networks to understand the meaning of the data found on the network and in databases.
Graphixa.ai	Operational Layer (ETL/Audit)	Orchestration: Performs the actual, governed migration with full lineage and deterministic mapping.

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AIMLUX.ai Migration Suite - Together in a Migration

1. Zero-Trust Network Discovery (Teleseer)

Before a single row of data is moved, Aimlux.ai uses Teleseer to ingest PCAP (Packet Capture) files.

• The "Network Truth": Teleseer builds a scanless map of every device communicating with the legacy Oracle database. It identifies undocumented APIs or "Shadow" applications that would have broken if the database were moved blindly.

• Security Validation: It ensures no malicious lateral movement is occurring within the traffic before it is ingested into the new environment.

2. Correlating Traffic to Knowledge (Fusion)

The metadata from Teleseer (IPs, Ports, Protocols) is fed into Equitus Fusion.

• The Bridge: Fusion links the "Network Event" (e.g., App A talking to DB B) to the "Business Fact" (e.g., This is the Payroll application accessing Employee records).

• Automated Tagging: Fusion’s KGNN automatically tags the data streams based on the observed behavior in the network packets, significantly reducing manual data classification time.

3. Governed Migration Execution (Graphixa)

Once Fusion has "cleaned the garbage" and defined the semantic meaning, Graphixa.ai takes over.

• Movement: Graphixa uses the blueprints from Fusion/Teleseer to orchestrate the migration into SAP/IBM RISE.

• Proof of Transit: Because Teleseer monitored the source traffic and Graphixa monitors the destination ingestion, the enterprise has a 100% complete audit trail—from the raw packet on the old network to the final record in the new cloud.

Summary of the Aimlux.ai Suite

This suite moves organizations away from "guessing" what to migrate. Teleseer maps the physical reality, Fusion maps the intellectual meaning, and Graphixa executes the movement.

 "Network-to-Knowledge" workflow diagram showing how a PCAP file eventually becomes a "Clean Core" record in SAP.