One product, different questions

Data analysis that starts with how your team actually works.

Amridata does not force every industry into a prebuilt dashboard. Bring the CSV, XLSX, or JSON export you already use, then choose the analysis, cleaning, chart, or explanation that matches your question.

  • ✓File-first workflow
  • ✓No SQL required
  • ✓User-controlled cleaning
Different teams, one consistent dataset workflow.
Who uses Amridata

Built for teams that live in spreadsheets but need clearer answers.

Each industry page focuses on the files, metrics, and decisions that commonly appear in that workflow.

↗01

Marketing

Turn campaign exports into decisions your team can explain.

Use Amridata to inspect campaign, audience, content, email, and conversion exports without building a warehouse first. Clean the file, compare performance, visualize trends, and ask dataset-aware questions in one workspace.

Campaign exportsPaid media performanceEmail results
Explore Marketing →
$02

Sales

Make pipeline and revenue exports easier to reason about.

Bring opportunity, order, customer, or rep performance exports into one no-code workspace. Profile the file, clean inconsistent stages, chart trends, and create a report without rebuilding the analysis in multiple spreadsheets.

Opportunity exportsClosed-won / closed-lost dataOrder history
Explore Sales →
∑03

Education

Explore assessment and cohort data without a complex statistics stack.

Educators, students, and program teams can use Amridata to inspect tabular learning data, compare groups, visualize distributions, and prepare clear summaries while keeping the workflow approachable.

Assessment resultsCourse exportsAttendance tables
Explore Education →
◇04

Small Business

Get more value from the spreadsheets your business already uses.

Analyze sales, products, customers, expenses, and operational exports without paying for a complicated enterprise analytics stack. Start with the files you already have and move from rows to clear charts and summaries.

POS exportsOrder historyProduct tables
Explore Small Business →
⌁05

Research

Move from raw survey or study data to a defensible first look.

Use Amridata for descriptive exploration: check data quality, inspect distributions, compare groups, visualize relationships, and document early findings before moving into specialized inferential analysis when needed.

Survey responsesExperimental tablesObservational datasets
Explore Research →
A cleaner analytics model

Use source-system exports without pretending Amridata is the source system.

Amridata is an analysis layer. It does not claim to be your CRM, learning platform, ad network, accounting package, or research statistics suite.

1

Bring an export

Start from data you are authorized to use rather than requiring a direct paid API integration.

2

Verify quality first

Check types, blanks, duplicates, and category consistency before interpreting totals or trends.

3

Match analysis to the decision

Use descriptive statistics, charts, cleaning, and AI explanation where they fit—without overstating what the tool proves.

Shared workflow

The same four foundations across industries

  1. 1

    Profile

    Understand columns, types, statistics, missingness, unique values, and duplicates.

  2. 2

    Clean

    Apply intentional changes such as duplicate removal, missing-value handling, text normalization, rename, or type correction.

  3. 3

    Visualize

    Choose among 19 chart types based on comparison, trend, distribution, relationship, composition, or KPI needs.

  4. 4

    Explain

    Use AI Chat, Auto Insights, saved charts, and reports to turn analysis into a clear next step.

Choose your use case

Start with the industry closest to your data—or upload the file directly.