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Seven Billion Architecture
DECISION INTELLIGENCE · MARGIN ANALYTICS

Transform operational data into decisive board-level action.

We architect modern data platforms, automated KPI lineage, and executive decision intelligence systems that replace manual spreadsheets with real-time operational truth.

<450msQuery Latency
100%Automated Lineage
ZeroSpreadsheet Drift
SOC 2 Type II Certified • VPC & Sovereign Cloud • Zero Data Retention
ENGINEERING DISCOVERY BRIEFING
Architect your solution.

Map your schema with our principal engineers. Receive a deterministic feasibility roadmap within 48 hours.

NDA-protected • 30-min call with senior engineers • No generic pitch
Pre-Integrated Across Your Enterprise Data Fabric
Business Intelligence & Analytics | Seven BillionSnowflake
Business Intelligence & Analytics | Seven BillionDatabricks
Business Intelligence & Analytics | Seven Billiondbt Labs
Business Intelligence & Analytics | Seven BillionTableau
Business Intelligence & Analytics | Seven BillionPower BI
BigQuery
Business Intelligence & Analytics | Seven BillionClickHouse
Business Intelligence & Analytics | Seven BillionSuperset
MEASURABLE OPERATIONAL OUTCOMES

Measure every yield curve before production.

Eliminate conflicting spreadsheet metrics with an enterprise semantic layer that guarantees 100% auditability from source ledger to board dashboard.

250M+
Rows in Real Time
Sub-second OLAP aggregations across billions of transactional records without brittle pre-aggregated cubes.
100%
Lineage Auditability
Every executive metric links directly to source ERP records, eliminating cross-department debates over numbers.
-85%
Reporting Overhead
Automate daily executive briefings, margin reconciliations, and regulatory disclosures end-to-end.
DETERMINISTIC EXECUTION GRAPH

Autonomous workflows tailored to your enterprise schema.

When finance, supply chain, and sales report conflicting revenue numbers, decision velocity grinds to a halt. We implement semantic metric layers that establish a single version of truth, verified by automated reconciliation jobs running continuously.

Explore Workflow Architecture →
"Seven Billion gave our executive committee a single source of financial truth. Board review prep went from 5 days to 10 minutes."
Elena Rostova • Chief Financial Officer, Horizon Global Logistics
seven-billion-bi://margin-attribution-engine
LIVE STREAM
Operator PromptAttribute Q3 gross margin compression across North American distribution hubs against budget.
Seven Billion Engine • 99.8% ConfidenceAnalyzed 42,000 shipments across 8 facilities. Gross margin compressed 180 bps driven by unexpected spot demurrage fees at Port of Los Angeles ($1.2M variance).
Distribution HubBudgeted MarginActual MarginVariance Status
Inland Empire Central (LA)36.5%31.2%Severe Alert
Chicago Midwest Gateway38.0%38.4%On Target
Dallas South Hub35.2%35.8%On Target
Modern Cloud Data Warehousing
Optimized Snowflake, Databricks, and BigQuery data architectures designed for sub-second analytical execution.
SnowflakeDatabricksBigQuerySQL
Semantic Layer Engineering
dbt and Cube implementations that standardize KPI calculations across all downstream business applications.
dbt CoreCube.jsMetricFlowDuckDB
Real-Time Streaming OLAP
Sub-second event ingestion and aggregations via ClickHouse and Apache Kafka for live operational visibility.
ClickHouseKafkaFlinkRedpanda
Reverse ETL & Operational Sync
Sync calculated scores, risk flags, and metrics directly back into CRM, ERP, and customer success tools.
CensusHightouchAirflowDagster
PROPRIETARY ACCELERATORS

Pre-Built BI Engines. Reconciled in Weeks.

Our pre-engineered data modeling templates and semantic layer pipelines compress standard 12-month BI initiatives into days.

Margin & Variance Analytics Engine

Real-Time Snowflake / ClickHouse Semantic Layer

250M+ Rows Queried in <450ms
Try the Accelerator→
Query: "Calculate Q3 margin variance across NA distribution hubs against budget"
LATENCY: 380MS • 250M ROWS
ACTUAL MARGIN
34.2%
BUDGET VARIANCE
-180 bps
SOURCE ERP RECORDS
42,000 Verified
ACCELERATOR
Semantic Metric Store
Centralized business logic definitions ensuring metric parity across Tableau, Power BI, and API consumers.
Zero Calculation Drift
ACCELERATOR
Automated Data Quality Sentinel
Continuous schema drift detection, anomaly monitoring, and automated reconciliation alerts.
100% Lineage Coverage
ACCELERATOR
Executive Briefing Bot
Daily natural language margin summaries and exception digests delivered directly to executive teams.
Daily Instant Digests
EXECUTION BLUEPRINT

From schema audit to production in 6 weeks.

A battle-tested deployment framework designed to satisfy strict enterprise security clearances without slowing engineering execution.

01
Source Audit & Metric Inventory
Catalog disparate data sources, identify conflicting KPI definitions, and map target executive reporting requirements.
Week 1–2
02
Data Lakehouse & Semantic Modeling
Implement clean star-schema models in Snowflake or Databricks with centralized dbt business metric logic.
Week 3–4
03
BI Dashboard & Bot Integration
Configure high-performance Tableau/Power BI models and configure automated executive Slack/email exception digests.
Week 5–6
04
Automated Governance Cutover
Activate real-time schema drift alerting, continuous lineage monitoring, and train executive stakeholders.
Week 7+
CASE STUDY · GLOBAL RETAIL BRAND
250M+
Rows queried in sub-second latency across 1,200 retail stores with zero discrepancy

How an international retailer unlocked real-time gross margin transparency across 1,200 locations.

The retailer relied on weekly batch reports that took 18 hours to compute, preventing store managers from reacting to localized inventory write-downs. Seven Billion deployed a real-time ClickHouse and dbt analytics pipeline that compressed queries to 420ms, identifying $2.8M in perishable inventory salvage opportunities.

"We went from arguing about whose numbers were correct to making decisions in minutes. The business value was visible within the first month."
Elena Rostova • Chief Financial Officer, Horizon Global Logistics
FREQUENTLY ASKED QUESTIONS

Everything you need to know about deployment & security.

How do you prevent numbers from drifting between Tableau, Power BI, and finance spreadsheets?−
We implement a centralized semantic layer using dbt and Cube that defines KPIs in code once. All downstream visualization tools and exports consume this unified metric layer, making disparate calculation logic impossible.
Can your data models query millions of rows without crippling costs?+
Do you integrate with our existing BI tools, or do we need to switch?+
How do you ensure GDPR, HIPAA, and SOC 2 data governance?+
GET STARTED

The fastest path to custom AI built for your schema.

Schedule a 30-minute architecture discovery call with our principal engineers. We will map your highest-friction operational workflow and deliver an actionable technical blueprint.