PNLEESTUDIODiscuss a project
PNLEE STUDIO / DASHBOARDS AND ANALYTICS

Dashboard and analytics workspace development

We build an interface that answers specific questions about your data: what changed, where a deviation occurred and what to check next. We first define the sources and what each metric means.

Describe your project
USE CASES

How we can help

01

Bring scattered data together

We align API data, exports and spreadsheets with agreed rules. Questionable records are reviewed separately so they do not enter calculations automatically.

02

Monitor key metrics

Charts, filters and period comparisons. Each metric has a stated source, formula and update time.

03

Explore the details

Move from the overview to individual records, statuses and operations. Export options and access roles depend on the team's needs.

SCOPE OF WORK

What we agree
and build

The final scope depends on your project. Milestones and acceptance criteria are agreed before work starts.

FROM OUR PORTFOLIO

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BEFORE WE START

Project details

Can we start with a spreadsheet instead of a complex system?

Yes. If data volume and permissions allow, we start with one report and assess its usefulness before expanding.

How do you avoid attractive but inaccurate charts?

We agree metric definitions, compare examples with source data and make errors and missing data visible instead of silently substituting values.

Can you connect a CRM or marketplaces?

Yes, if the required APIs or exports are available. Update frequency, permissions and limits are clarified for each source.

Does a dashboard have to show financial data?

No. It can help with enquiries, support, inventory, statuses and other workflows. The content depends on the user's questions.

BEFORE AN ESTIMATE

Explore your project in more detail

GUIDE · Russian guide

Where to start with business automation and how to estimate the first stage

For the first stage, choose one recurring process with clear inputs, an outcome and an owner. Document the normal workflow and exceptions, then define acceptance criteria and operating costs. The value of automation is checked against actual process metrics; using AI alone does not establish that value.

FIRST STEP

Start with your project.

Share the questions the interface should answer and an anonymised data sample. Specify the sources, formulas, update interval and who will use the report.

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