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JustSoftLabJustSoftLab
JustSoftLabJustSoftLab
AI Assistant
Services/Data Engineering/Analytics & BI

Analytics your team actually uses.

Self-service analytics platforms that answer questions in seconds, not days. From semantic layers to dashboard design — we make data accessible to everyone without making it dangerous. The right metrics, for the right people, at the right time.

90%

Self-service adoption rate

< 3s

Dashboard load time (p95)

1

Single source of truth for all metrics

5x

Faster time from question to answer

What we build

Analytics built for decision-makers.

Semantic layer design

One definition of "revenue," "churn," and every metric that matters. We build a semantic layer that ensures every dashboard, report, and analysis uses the same calculations.

Dashboard & reporting

Executive dashboards, operational monitors, team scorecards — designed for readability and speed. Not 50 charts on one page. The right 5 charts that drive action.

Self-service BI platforms

Looker, Tableau, Metabase, Superset — we deploy and configure the right BI tool for your team. Training, governance, and data access controls included.

Metrics layer (dbt metrics)

Version-controlled metric definitions in dbt. Metrics change through PRs, not by someone editing a dashboard formula. History, auditability, and consistency by design.

Embedded analytics

Analytics inside your product for customers. We build embedded dashboards, reporting APIs, and white-label analytics experiences that add value to your SaaS platform.

Data literacy programs

Tools are useless if people can't use them. We train your team on SQL, BI tools, and analytical thinking. Not generic courses — training built around your data and your questions.

Sound familiar?

Analytics problems we solve every month.

Every team has their own version of "revenue" and the numbers never match.

We build a shared semantic layer and metrics store. One calculation, one source, every dashboard. Finance, sales, and product all see the same numbers — because they are the same numbers.

Our dashboards take 30 seconds to load and nobody uses them.

We optimize the data models underneath — pre-aggregations, materialized views, proper indexing. Dashboards load in under 3 seconds. Usage goes from "nobody" to "everyone's default tab."

Data requests take 3 weeks because everything goes through the analytics team.

We build self-service analytics with guardrails. Curated datasets, pre-built explorations, and governed access. Your business users answer their own questions. Your analytics team focuses on strategic work.

Tech stack

Tools we use in production.

Looker
Tableau
Power BI
Metabase
Apache Superset
Lightdash
Hex
dbt
dbt Metrics
SQL Mesh
Snowflake
BigQuery
Databricks SQL
Cube.js
Headless BI
GraphQL
Python
Jupyter
Streamlit

Ready to build

Let's build analytics that drive decisions.

45 minutes with our analytics engineers. We'll review your current BI setup, identify why adoption is low, and design an analytics platform your entire organization will rely on.