Solutions | Arkon Data

AI-Ready Solutions

Arkon Data connects, structures, and prepares your data from the source, without replacing your existing systems.

In a highly dynamic environment, organizations don't need more platforms or more migrations.

They need their data to flow across systems, with quality and context, to enable analytics and AI at scale.

Real-Time Analytics

"Businesses using real-time data are 1.5x more likely to see revenue growth; however, 45% point to data silos as their most significant barrier."

— PYMNTS Intelligence & Fiserv, 2024

Challenges

Information arrives too late for real-time operational decisions.
There is no near-real-time visibility into critical processes.
Reporting relies on highly complex data processes.
Anomalies are detected only once the negative impact is already high.
Teams lack confidence in operational alerts and dashboards.

Solution

Arkon Data powers continuous data streams from transactional systems and other platforms, enabling operational analytics and near-real-time monitoring with structure and traceability.

Upstream Data Quality

43% of COOs say data quality is their #1 data challenge.
— IBM Institute for Business Value, 2025

Challenges

Data errors are only detected once they reach reports or models.
Data quality relies on manual, downstream validations.
Teams waste too much time cleaning data for every project.
Errors are replicated across platforms and departments.
Lack of source-level controls impacts critical decisions.

Solution

Arkon Data enforces quality controls, structural validations, and consistency rules directly during the extraction process from source systems, guaranteeing upstream quality before data reaches analytics platforms or AI models.

Databricks Enablement

"Companies operating within the Databricks ecosystem experience up to a 30% reduction in infrastructure costs."

Databricks, 2024

Challenges

Platform adoption is stalling due to a lack of ready data.
Integrating new sources into the platform takes too long.
Governance and lineage are out of sync with actual data.
Teams struggle to scale analytics and AI use cases.
The platform fails to reflect actual business complexity.

Solution

Arkon Data integrates structured data and metadata directly into the Databricks ecosystem, delivering governed and traceable datasets perfectly prepped for advanced analytics, ML, and AI.

Master Data Management

"82% of organizations spend a day or more each week resolving quality issues in their master data, and 66% still rely on manual reviews."
— McKinsey & Company, 2024

Challenges

There is no reliable version of customers, products, or suppliers.
Departments operate with conflicting definitions for the same data.
Master data errors negatively impact operational and financial processes.
Correcting data inconsistencies requires constant manual effort.
Expanding into new markets increases overall process complexity.

Solution

Arkon Data captures, structures, and distributes master entities from source systems, maintaining hierarchies, relationships, and rules to enable governed master domains without system re-engineering.

Universal Connectivity

"70% of high-performing organizations report difficulties in developing data governance processes and integrating data into AI models with agility."

McKinsey & Company, 2024

Challenges

Data is scattered across systems with vendor lock-in, such as Oracle Fusion.
Every new integration becomes a lengthy and costly project.
Changing or adding systems breaks existing processes and reports.
Technical dependencies hold back business evolution.
The business remains trapped in rigid integrations.

Solution

Arkon Data enables universal connectivity across enterprise systems, extracting data and structures directly from the source without migrations or vendor lock-in.

Lakehouse Enablement

"80% of IT organizations view data silos as a significant concern, and 62% admit they lack harmonized systems to fully harness AI."

— MuleSoft Connectivity Benchmark Report, 2024

Challenges

There is no reliable corporate single source of truth.
Data security and access create friction between teams.
There is no clear traceability for the source of data.
Analytics projects stall due to a lack of prepared data.
Reports are not available when they are needed.

Solution

Arkon Data enables structured data and metadata loading into any lakehouse, preserving models, technical lineage, and operational context to accelerate analytics and AI.

AI Enablement

"Gartner predicts that by 2026, 60% of AI projects will be abandoned due to a lack of data readiness to support them."

— Gartner, Inc., 2024

Challenges

AI pilots fail to prove ROI and remain stuck in the pilot phase.
Models lack access to all relevant data across the enterprise.
Preparing data for AI consumes too much time and resources.
Employees rely on public AI models instead of proprietary ones.
Lack of governance creates friction and risk in AI projects.

Solution

Arkon Data connects and prepares structured data from multiple enterprise systems, preserving data models, context, and metadata to enable AI pipelines that are ready for analytics and machine learning.

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21 Countries Unified in 120 Days: Global Route-to-Market (RTM) Standardization.

We shattered data silos across legacy systems, processing 4,200+ entities to achieve 100% operational visibility and a single source of truth in record time.

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Financial Reconciliation: From "Impossible" to Sub-1-Hour Close.

We automated the matching of millions of transactions with zero ERP impact, boosting accuracy to 99% with a report fully adopted by Big 4 auditors.

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+9% in Sales & -6% in Returns: AI-Driven Inventory Optimization.

We enabled predictive models to automate smart order suggestions, saving field reps 3 hours daily and driving optimized replenishment.

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4 Hours to 58 Seconds: Automated SQL Logic Migration.

We eliminated the manual coding bottleneck by translating massive Oracle queries to Databricks with zero errors, accelerating AI and BI adoption.

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Real Impact in Numbers

What our clientes say:

Neftali Hernández
BI & Data Analytics Manager, Alpura

“We chose Arkon Data for their expertise in complex integrations into Databricks and for their ability to quickly integrate with our team. Communication was clear, follow-up was consistent, and the results delivered high impact.”

José Antonio Enguilo
Director, Processes & Service Management, Grupo Bimbo

“Adopting Arkon Data has enabled us to establish a common business language across our master data, supporting our operations while driving greater efficiency and productivity.”

Jorge Rodolfo Gómez Arreola
Data Science Analyst

“Arkon Data helped us centralize data from our new ERP into a lakehouse, solving a critical visibility gap during the rollout and enabling much better access to information for the team.”

AI-Ready Solutions

Real-Time Analytics

Challenges

Solution

Upstream Data Quality

Challenges

Solution

Databricks Enablement

Challenges

Solution

Master Data Management

Challenges

Solution

Universal Connectivity

Challenges

Solution

Lakehouse Enablement

Challenges

Solution

AI Enablement

Challenges

Solution

21 Countries Unified in 120 Days: Global Route-to-Market (RTM) Standardization.

Financial Reconciliation: From "Impossible" to Sub-1-Hour Close.

+9% in Sales & -6% in Returns: AI-Driven Inventory Optimization.

4 Hours to 58 Seconds: Automated SQL Logic Migration.

Real Impact in Numbers

What our clientes say:

Unlock your data for the AI era

One platform to connect, govern and activate enterprise data.

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