Our data is messy, can it still be analyzed?

Yes, that is part of the work. Cleaning and integration precede analysis; we build a repeatable pipeline rather than a one-off manual cleanup.

Can dashboards update in real time?

Yes. We build automated pipelines with a refresh cadence (real-time, hourly or daily) so no one reruns reports by hand.

Do we need an expensive BI tool first?

Not necessarily. We assess your scale and budget and prefer maintainable options over paying for tools you do not need.

Data Analytics

Business data analytics and visualization

Scenarios

Data is scattered across systems and spreadsheets and one report takes days to assemble
You have data but cannot see the signal, so decisions stay intuitive
You want to track key metrics but lack a real-time, trustworthy dashboard
Reports are compiled by hand, error-prone and never current

Our Approach

The value of analytics is not pretty charts but getting the right numbers to the right people at the right time to act. We start from the business question, integrate scattered sources and build trustworthy, maintainable analysis and visualization.

Clarify metrics and questions

We first confirm the questions you need answered and the key metrics, aligning definitions and refresh frequency so the numbers can be trusted.

Integrate and clean data

We consolidate data from ERP, CRM and spreadsheets into a single source, handling inconsistent formats and gaps with a repeatable pipeline that replaces manual copy-paste.

Automated extract, transform and load
Data quality checks and anomaly flagging
Metric definition docs for consistent reporting

Visualization and delivery

We present metrics in clear, accessible dashboards where trends and anomalies stand out, with meaningful color, dark/light support and mobile viewing.

Tech Stack / Deliverables

Metric and KPI definition document
Data integration pipeline (ETL)
Interactive dashboards
Automated refresh and data quality checks
Analysis report and usage guide

Process

How We Work

01
Requirement interview
02
Proposal & quote
03
Development & delivery
04
Operations & support

FAQ

Our data is messy, can it still be analyzed?: Yes, that is part of the work. Cleaning and integration precede analysis; we build a repeatable pipeline rather than a one-off manual cleanup.
Can dashboards update in real time?: Yes. We build automated pipelines with a refresh cadence (real-time, hourly or daily) so no one reruns reports by hand.
Do we need an expensive BI tool first?: Not necessarily. We assess your scale and budget and prefer maintainable options over paying for tools you do not need.

Get in touch

Let's talk about your project with LDT System

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