Equitus.ai’s Data Conversion Service (DCS) solves the "ETL Nightmare"

“ Data Migration Readiness Assessment  (DMRA)”

 

AIMLUX.AI - Fusion (KGNN)  Consulting: Equitus.ai Automation Engineer --- >>> Enterprise Database Migration From Oracle - SAP Hana and IBM DB2 which can be accelerated with Machine Learning Technology. 

“ Avoid the ETL Nightmare ” — Data Conversion Services (DCS) Fusion (KGNN) is available as a Service/Product; Automating the costly, and error-prone process of   manually  Extracting ,  Translating and Loading (ETL).

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DCS: Data Migration as a Product: Using Fusion (KGNN)

Problem: Extracting Transforming, and Loading data  during enterprise system migrations is a daunting task Purchasing DCS Tokens allows you to control cost and oversee processes efficiently. 

Executive Summary

• Solution: AIMLUX.AI  Fusion (KGNN) - : Equitus.ai, Data Conversion Service (DCS)  can help solve Costly Database Migration 
• Issues: Manual ETL is typically 80% of Legacy Inner System Migration Budget. 
• Benefit: Producing an easier Data Migration Experience from Oracle - SAP Hana, IBM DB2 
• Value: Allowing for the integration of legacy and AI systems.

Reducing Migration, Integration and Database costs going forward on IBM POWER 11 SYSTEMS:

 

DMRA - During Data Migration, Mapping and Semantic Schema Segmenting Automation can rapidly improve IT control over previously and expensive complex functions. Now Enterprise users seeking to migrate From Oracle to SAP/IBM DB2 on Power systems.

Automation of Mapping and translation of schemas, systematically understanding the Oracle --- > SAP --- > IBM  the ETL process through  DCS which allows companies to move from legacy  Oracle  environments to modern  SAP  or  IBM DB2  systems on  Power 11  with near-zero manual coding.

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1. PowerGraph.ai Consulting; providing EAE to oversea the migration process; AIMLUX.ai  is offering intelligent ingestion technology to Augment, Automate and Authorize (AAA) data migration through Tokenization and Monetization with DCS by building significant cost controls. 

MRA , generates a road map from schema to testing with Migration as a Product simplifying the process by improving quality, reducing complexity and improving ROI on DMRA Projects. Contact us for an Assessment.

Automate Migration to Reduce ETL: "The Zero-Code Bridge" - Utilizing Equitus.ai Knowledge Graph Neural Networks (KGNN) - can dynamically convert your Oracle to SAP or IBM DB2 eliminating costly Extract Translate and Load (ETL) manual workloads.

{Slogan:  DMRA -  Automate the ETL process by dynamic schema mapping. Keep the Data. Migrate in Weeks, Not Years.}

DCS proposes to make migration cost effective fast and easy; focuses on the  technical debt  and  operational risk  that usually paralyze Fortune 500 companies during database migrations. '

Migrate with PowerGraph.ai, using Equitus.ai's KGNN technologies available through TD Synnex, Sycomp.com and WWT.com.  

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2. Target Audience & Pain Points - Enterprise CIO/CTO/DBA can now face the costly/complex legacy database migrations with PowerGraph.ai support and assistance.

• The CIO/CTO:  Worried about the $10M+ cost of "manual ETL" and the risk of data loss during the Oracle → SAP/DB2 transition.

• The Data Architect:  Exhausted by writing custom Python/SQL scripts to map incompatible Oracle schemas to DB2.

• The IBM Power 11 Owner:  Needs a way to populate their new high-performance hardware with legacy data without a 12-month "staging" period.

    

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3. Strategic Marketing Pillars: To investigate the benefits and savings of DMRA, contact our Global System Integrators Partners  (GSI).  

[Semantic Mapping, Risk-Free Modernization] by embedding an assistant engineer with KGNN the data migration process can be safely and rapidly accelerated. 

Pillar 1: “Automated Semantic Mapping”

• The Message:  DCS doesn't just move rows; it understands  meaning . It uses Equitus's internal AI to automatically map Oracle's proprietary structures to SAP or DB2 equivalents.

• The "Hook":  "DCS reduces manual ETL work by up to 80%."

Pillar 2: “Risk-Free Modernization”

• The Message:  Transitioning to DB2 on Power 11 is the goal; migration is the obstacle. DCS is the "express lane" that ensures data integrity and referential transparency.

• The "Hook":  "Move to Power 11 performance today, not next year."

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4. Execution Tactics (The "DCS Launch" Playbook): Getting started 

A. The "Oracle-to-Anything" Calculator (Interactive Tool)

Develop a web-based ROI tool.

• User Inputs:  Number of tables, total TB of data, and current number of ETL developers.

• Output:  A report showing the estimated  cost savings  and  time-to-completion  using Equitus DCS vs. traditional manual ETL services.

B. The “Mission Critical Migration” Whitepaper

Specifically target the  Oracle-to-DB2  path, which is common for IBM Power users.

• Content:  A technical deep-dive on how DCS handles complex Oracle PL/SQL triggers and stored procedures when moving to IBM DB2.

• Co-Branding:  Partner with IBM's migration lab to show DCS running on Power 11 hardware.

C. Case Study: “The 30-Day Transition”

Feature a "Hero" story of a company that was stuck in " Migration Purgatory " for 2 years and used DCS to complete their Oracle → SAP transition in 60 days.

• Key Stat:  Focus on the  reduction in FTE (Full-Time Equivalent)  hours spent on data cleaning.

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5. Sales Enablement: The “DCS vs. Traditional” Table

Equitus.ai Enterprise Architects Engineers (EAE) sales teams should use this comparison in every pitch:

Aimlux.ai PowerGraph - Specializes in understanding the nuances and complexities of Enterprise Schema Mapping making assisting IT professionals in the Data Integration Field.

 

 

 

Feature	Traditional ETL (Manual)	Equitus DCS (Automated)
Mapping	Manual hand-coding per table	AI-driven semantic discovery
Error Handling	Log-based, manual fix	AI-assisted error detection & auto-correction
Speed	6–18 Months	30–90 Days
Cost	High (Human Labor Intensive)	Low (Licensing/Automation Based)
Hardware Fit	Generic Cloud/Server	Optimized for IBM Power 11

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6. Readiness Assessment Campaign

With deadlines approaching users can start with a free mapping and To kick this off, we should create a  "Migration Readiness Assessment" —a 48-hour scan of a client's Oracle environment that uses a "lite" version of DCS to show them exactly how much of their data can be converted automatically.

Are you an Oracle Database Administrator (DBA) if you are in an ETL Nightmare you are our target audience;

Job Titles: Oracle Database Administrator, Database Architect, Migration Architect, Head of Data Infrastructure.

Skills: PL/SQL, Oracle Database, Database Migration, SAP HANA, IBM Db2.

Groups: Oracle DBA Network, SAP S/4HANA Professional Group, IBM Power Systems.

Contact us for Consulting Solutions

Network Eye - Cyber Security Center (CSC)

 

[Cyber Security Center]

Proposal - Aimlux.ai - End-End Solutions, Equitus.ai and Cyberspatial.com into a TD SYNNEX Destination AI end-to-end solution, you need to align their unique technical capabilities with the TD SYNNEX  "Solutions Aggregation" model.

This partnership creates a powerhouse for Mission-Critical Intelligence and Cyber-Physical Security. Below is a strategic framework for how these technologies integrate into a single, deployable program.

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1. The Integrated Solution Architecture: Knowledge Graph Neural Network (KGNN)

With CyberSpatial TeleSeer, the goal is to move from "Raw Data" to "Actionable Mission Intelligence" in a single, secure pipeline.

Layer	Provider	Core Function
Data Ingestion & Context	Equitus.ai (KGNN)	Automatically connects and unifies fragmented, disparate data into an AI-ready Knowledge Graph without manual ontologies.
Physical & Visual Intel	Equitus.ai (EVS)	Uses "Video Sentinel" for real-time object detection and behavioral analysis from existing camera feeds at the edge.
Cyber Terrain Mapping	Cyberspatial (Teleseer)	Passive, real-time mapping of "Mission Relevant Terrain" in cyberspace, identifying unmanaged devices and network vulnerabilities.
Executive Orchestration	Aimlux.ai	Acts as the "Logic Layer" or front-end interface that licenses and delivers these integrated outcomes to the end-user.

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2. Strategic Alignment with TD SYNNEX Destination AI

TD SYNNEX’s Destination AI program focuses on enabling partners through four pillars: Awareness, Enablement, Access to Experts, and After-the-Sale Support.

• As a Pre-Validated Solution: By combining these three, Aimlux can present a "Validated Design." TD SYNNEX prefers pre-configured bundles (e.g., software pre-installed on IBM Power10 or Dell XR7620 servers) which reduces technical risk for resellers.

• Vertical Focus: This combination is uniquely suited for the Public Sector, Defense, and Critical Infrastructure sectors—high-priority markets for TD SYNNEX.

• The "End-to-End" Journey:

• Equitus provides the AI Foundation (Knowledge Graphs).

• Cyberspatial provides the Security/Connectivity visibility.

• Aimlux provides the Deployment Framework and Deployment Team.

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3. High-Value Use Case: "The Intelligent Smart Base/City"

To gain traction within Destination AI, the software should be marketed as a single "Solution Play":

1. Cyber Defense (Cyberspatial): Teleseer identifies every device on the base network, ensuring no "shadow IT" exists that could compromise AI models.

2. Physical Awareness (Equitus EVS): The system monitors physical perimeters via cameras, flagging unauthorized movement.

3. Predictive Intelligence (Equitus KGNN): The Knowledge Graph correlates the cyber-logs from Cyberspatial with the physical alerts from EVS to detect complex, multi-vector threats (e.g., a badge swipe at a gate followed by a suspicious login from a different building).

4. Licensing & Scale (Aimlux): Aimlux manages the enterprise licensing and ensures the solution is "ready-to-deploy" through TD SYNNEX’s global distribution network.

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4. Implementation Steps for TD SYNNEX

• Onboarding to GSA/Carahsoft: Since TD SYNNEX often works alongside Carahsoft for public sector contracts, ensure the joint Aimlux-Equitus-Cyberspatial "SKU" is available on federal contracts.

• Practice Builder Program: Utilize the TD SYNNEX Practice Builder to train resellers on how to sell "Cyber-Physical Intelligence" rather than just individual software licenses.

• Demo Environments: Host the integrated stack in the TD SYNNEX Center of Excellence (CoE) so partners can see the real-time interaction between the Knowledge Graph and the Cyber Mapping.

Would you like me to draft a high-level "Solution Brief" that you could use to present this combined offering to a TD SYNNEX Category Manager?

Understanding the Power of Equitus AI

This video provides a foundational understanding of the Equitus "Graph Data Fabric," which serves as the core data unification layer for the integrated solution you are building.