[BUSINESS ANALYTICS
AND ML/AI]

The answers are in your own data. Most of them aren't being asked.

Demand shifts, prices react, customers churn, usually with warning signs already sitting in your own systems. We build the models that surface them: forecasting, segmentation, and pricing intelligence trained on your operations, not industry averages.

Churn probability | Next 90 days

Forecasting churn in a gym application

One of the forecasting models running for our clients today

[OUR SOLUTIONS]

[WHY IT MATTERS]

We would rather ship a model your team actually uses than one that impresses in a demo

Most organizations don't lack data; they lack models built to survive contact with how the business actually works. A forecast that assumes clean, stable inputs breaks the first time a promotion, a stockout, or a new competitor shows up, and a segmentation nobody trusts gets quietly ignored the moment it contradicts someone's intuition.

This is the work of building analytics that hold up: models trained and validated on your own data, forecasts and segments your team can question and trust, and monitoring that catches drift before it costs you a decision. Not a one-time deliverable, but a capability your business keeps.

[HOW WE WORK]

State-of-the-art approaches to challenging questions

Thorough process mapping and standardization

Before anything is built, we map how data moves through your organization, including the undocumented steps and workarounds people have quietly built to keep things running.

Marand Builders

Marand Builders

AI readiness assessment · Data preparation for AI/ML workloads

[USE CASES]

Selected
Work

[APPLICATIONS]

Applications by sector

Real estate and construction

Project management, payroll, field, and expense systems unified into one operational picture.

Retail

POS, inventory, and e-commerce integrated for near-real-time performance visibility.

Insurance

Policy, claims, and CRM data connected with auditable data lineage.

Automotive

Dealer, service, and inventory systems connected across the network.

Government and development agencies

Reproducible pipelines and documented provenance for reporting and accountability.

[CROSS LINKS]

We are here to help you

Abstract glass render linking DMA's data servicesBUSINESS ANALYTICSMARKET INTELLIGENCEDATA ENGINEERINGAIMARKET RESEARCH

in the whole data cycle

Do you feel you need more market data?

Check our services

Need to automate or integrate data pipelines?

Check our services

Let's

talk

Allow our team to understand your needs and propose an action plan

DMA Research
& Data Analytics

dma@dmaanalytics.com

Edificio Kinetika, piso 8, calle El Carmen y 17 avenida norte, Santa Tecla, El Salvador