SOL/04.DData Science · BI

Decision intelligence, not dashboards.

Modern data stack, semantic layer, self-serve analytics and executive intelligence — engineered so leaders make better calls, not just see more charts.

Engagement signals
Live
84%
Avg. exec weekly active dashboard usage
<24hr
Median data freshness
1
Source of truth, organization-wide
Overview

One source of truth, every team aligned.

Most enterprises have dashboards. Few have decision intelligence. We architect the semantic layer, the metric definitions and the executive surfaces that make the data trustworthy enough to bet on.

Capabilities

Six capabilities. One operating system.

WHS

Warehouse Architecture

Snowflake, BigQuery, Databricks, Redshift — modeled for analytics and ML.

SEM

Semantic Layer

One metric, one definition — across BI tools, AI assistants, embedded analytics.

EXC

Executive Dashboards

Board-ready intelligence: weekly business reviews, board decks, investor updates.

SLF

Self-Serve Analytics

Governed exploration for business teams without filing tickets.

EMB

Embedded Analytics

Customer-facing dashboards inside your product, with multi-tenant security.

AI

AI Analytics

Natural-language exploration grounded in the semantic layer — accurate, not hallucinated.

Implementation

From kickoff to compounding outcomes.

01

Audit

Current stack, metric definitions, decision processes.

02

Model

Warehouse architecture, semantic layer, governance.

03

Build

Pipelines, transformations, dashboards, AI surfaces.

04

Adopt

Roll out with training, change management, weekly usage tracking.

05

Evolve

Quarterly refresh as the business and metric set evolve.

Use cases

Where this earns its keep.

01

Executive intelligence

One weekly business review the entire org runs on.

02

Modern data stack rollout

Snowflake / BigQuery + dbt + Looker / Tableau / Hex on a single semantic layer.

03

Customer-facing analytics

Embedded dashboards in your product with row-level security and white-labeled UX.

04

Conversational analytics

AI-driven natural-language analytics grounded in the semantic layer, not free retrieval.

FAQ

Frequently asked

Engagement

Audit your decision stack.

A 60-minute review of your current BI stack, semantic layer maturity and the three plays that would compound trust fastest.